4 research outputs found
Large expert-curated database for benchmarking document similarity detection in biomedical literature search
- Author
- Aanei Carmen M.
- Abid Muhammad B.
- Abramowitz Matthew K.
- Abu-Zaid Ahmed
- Adamo Vincenzo
- Adeyemo Adebolajo A.
- Afnan Masoud
- Agarabi Cyrus
- Aggelidou Maria
- Ahmad Haroon
- Ahmad Rafi
- Aizat Wan M.
- Ajani Penelope A.
- Akinwumi Sayo A.
- Al-Farha Abd A.
- Al-Lawama Manar
- Al-Owaifeer Adi M.
- Al-Riyami Arwa Z.
- Alanio Alexandre
- Alaux Cedric
- Albery Gregory F.
- Albiol Joan
- Albrecht Dirk R.
- Albuquerque Lucia G.
- Alhowimel Ahmed
- Ali Junaid
- Alimba C.G.
- Allardyce Judith
- Almeida Gabriel M.F.
- Alonso-Caneiro David
- Alper Ozgul M.
- Alshehri Mansour
- Alsuhaibani Mohammed
- Alzghari Saeed K.
- Amer Said E.D.R.
- Amir Shimon
- Amiya Eisuke
- Ammerman Brooke A.
- Amorim Rogerio M.
- An Qianli
- Anazodo Udunna C.
- Andersen Stig U.
- Andersen Vibeke
- Angus Kathryn
- Anikin Andrey
- Aplin John D.
- Argyropoulos Christos
- Armitage Charles
- Asaduzzaman Muhammad
- Asady Hadi
- Ascher David B.
- Ashry Mohamed
- Asmann Yan W.
- Assaeed Abdulaziz M.
- Atack John M.
- Atanasov Atanas G.
- Atchison David A.
- Atkins Gerald J.
- Atlas Lauren
- Ato Dai
- Avery Simon V.
- Avillach Paul
- Azubuike Samuel O.
- Baade Peter D.
- Bach-Mortensen Anders
- Backman Lars
- Badie Christophe
- Bae Taeok
- Bagloee Saeed Asadi
- Bai Xiaoyong
- Baier Dirk
- Bail Kasia
- Baines Rebecca L.
- Baker Chris I.
- Bakkach Joaira
- Baldi Alfonso
- Ball Elizabeth
- Ballantyne Maghan
- Baltiansky Lior
- Ban Bo
- Bannon Ross
- Bansal Abhisheka
- Bar Ido
- Bardot Olivier
- Barnett Adrian G.
- Barraud Pierre
- Bartas Martin
- Basharat Zarrin
- Basner Mathias
- Bathelt Joe
- Batra Jyotsna
- Baumert Philipp
- Bazanova O.M.
- Beale Andrew
- Beck Charles R.
- Beck Jill
- Becker Daniel
- Beddoe Travis
- Belachew Kiflemariam Y.
- Bell Melanie L.
- Ben-Nafa Walid
- Benezeth Yannick
- Bengtsson-Palme Johan
- Benkeser David
- Berbesque Colette
- Berezikov Eugene
- Bergsland Niels
- Berners-Price Sue
- Bernhardt Peter
- Bernier Meghan L.
- Berrevoet Frederik
- Berry Edward
- Berthold Maximilian
- Bessa Theolis B.
- Beyene Tariku J.
- Bhardwaj Vivek
- Biedermann Peter H.W.
- Bijleveld Erik
- Billington Craig
- Binder Karin
- Birch John
- Bittner Florian
- Bitzer Michael
- Black Emma
- Blakely Randy D.
- Blanchard Adam M.
- Blancher Antoine
- Blanck Oliver
- Bland Nicholas S.
- Blankstein Ron
- Blaskovich Mark A.T.
- Bleackley Mark
- Blombach Fabian
- Blum Robert
- Boah Michael
- Boakye Dominic W.
- Bodagh Neil
- Boehme Karen A.
- Boelaert Marleen
- Bogdanos Dimitrios
- Bonatsos Vasileios
- Bonvin A.M.J.J.
- Boon Michele H.
- Borges Paulo
- Bosch Carles
- Bosch Oliver
- Bouboulis George
- Boudreau Shellie A.
- Bourgoin Thierry
- Bourke Emer
- Bouvard Daniel
- Boykin Laura M.
- Br\ufchl Albert
- Bradley Graeme
- Bradshaw William
- Bramoweth Adam D.
- Brand Thomas
- Braubach Oliver
- Braun Daniel
- Braun R. J.
- Brenneisen Peter
- Bridges Kristina M.
- Bromfield Elizabeth
- Brooks Anastasia
- Brown James A.L.
- Brown Joshua
- Brown Peter
- Browngardt Christopher
- Brownlie Jeremy
- Brox-Ponce Josue
- Brunetti Arturo
- Bukowy-Bieryllo Zuzanna
- Bul Kim C.M.
- Bull James A.
- Bullen Benjamin
- Burt Austin
- Burton Kathryn J.
- Bush Stephen J.
- Butkowski Eugene G.
- Butler Lisa M.
- Byrareddy Siddappa N.
- Byrne Hugh J.
- Cabantous Stephanie
- Cai Yufeng
- Calabr\uf2 Giovanna E.
- Calatayud Sara
- Callahan Tiffany J.
- Campana Luca G.
- Campbell Matthew
- Candal Eva
- Canham Colin D.
- Cao Bing
- Cao Zanxia
- Cao Zehong
- Cardoso Pedro
- Carlson Kimberly
- Carninci Piero
- Carroll Grace
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- Carvajal Richard
- Cascella Marco
- Casillas S\uf2nia
- Castelvetro Valter
- Caswell Patrick T.
- Catry Thibault
- Cavalli Giacomo
- Cernava Tomislav
- Cerovsky Vaclav
- Ch\ue1vez-Fumagalli Miguel A.
- Chacko George
- Chagoyen Monica
- Chakraborty Sayan
- Chalmers Kelsey
- Chan Sherwin S.
- Chandrasekaran Arun R.
- Chang Shun C.
- Chang Wei
- Chao Fengqing
- Chao Jie
- Charrier Elisabeth E.
- Chatterjee Pranab
- Chatzitheochari Stella
- Che Zhengping
- Chen Andrew T.Y.
- Chen Branson
- Chen Chang-Er
- Chen Chang-Shi
- Chen Dong F.
- Chen Haimin
- Chen Hao
- Chen He
- Chen Huaming
- Chen Hui
- Chen Jui-Tung
- Chen Liming
- Chen Xiaoyin
- Chen Xin
- Chen Yi-Chun
- Chen Yinglong
- Chen Youning
- Chen Yu-Chih
- Chen Zhao
- Cheng Changxiu
- Cheng Jianlin
- Cheng Shuiqin
- Chenguang [NO FIRST NAME IN SCOPUS]
- Cheung Johnny T.K.
- Chhatriwalla Adnan K.
- Chikowe Ibrahim
- Chinapaw Mai
- Chinopoulos Christos
- Cho William C.S.
- Choi Jane R.
- Choi Youngrok
- Chong Lillian
- Chowdhury Debashish
- Chowdhury Mohiuddin A.K.
- Christensen Martin R.
- Christoffersen Tore
- Chuang Trees-Juen
- Chung Hee-Jung
- Chwalibog Andre
- Ciresi A.
- Cobine Paul A.
- Cockcroft Shamshad
- Coelho Luis P.
- Colella Vito
- Collevatti Rosane G.
- Comel Jo\ue3o C.
- Conesa Ana
- Conway Aaron
- Cook Penny A.
- Cooke Robert S.C.
- Cooper David N.
- Cooper Jeffrey
- Coqueret Olivier
- Corea Enoka M.
- Cornejo Diego A.V.
- Cosacak Mehmet I.
- Cosse Cyril
- Costa Antonio
- Costa Bruno M.
- Costa Elisio
- Costa Vincent D.
- Cottini Marzia
- Coupland Carol
- Covington Natalie V.
- Crawford Stephanie Y.
- Cruz Aparecido D.
- Cu\uedv P\ue1raic O.
- Cuenda Ana
- Cui Huijuan
- Cui Qiang
- Cui Yanru
- Culver David C.
- Cunningham Catriona
- Cuypers Maarten
- Cyr Normand
- D\u27Angiulli Amedeo
- Dahms Tanya E.S.
- Dai Zhanwu
- Daigle France
- Dalgleish Raymond
- Dalrymple Brian P.
- Danchin Antoine
- Danielsen H\ue5vard E.
- Dao Myriam
- Darras S\ue9bastien
- Dauga Delphine
- Daulatabad Swapna V.
- Davidson Sean M.
- Day David A.
- de Keersmaecker Kim
- de Leeuw Frank-Erik
- de Maio Nicola
- Dean Lorraine T.
- Debrabant Birgit
- Degirmenci Volkan
- Del Tredici Andria L.
- Delahay Robin M.
- Delarocque Julien
- Demaison Luc
- Deng Zaian
- Denzel Martin S.
- Deschodt Mieke
- Devkota Hari P.
- Devkota Kiran
- Devos Lucie
- Devriendt Koenraad
- Dhar Aurup R.
- Dhariwal Raman
- Dhaval [NO FIRST NAME IN SCOPUS]
- Diao Jiajie
- Ding Jiandong
- Ding Ke-Feng
- Dings Ruud P.M.
- Diodato Daria
- Diouf Barthelemy
- Dixon Ray
- Dlamini S.V.
- Doan Lisa V.
- Dogan Yunus
- Domingues Helena S.
- Dong Kexian
- Dong X.C.
- Dong Zheng
- Donner Claudio F.
- Dono Marcos
- Doxey Andrew C.
- Dressick Walter
- Drevon Christian A.
- Dreyer Niklas
- Duan Huiling
- Ducho Christian
- Ducommun Bernard
- Dudley Kevin J.
- Duffey Maelle
- Dufies Maeva
- Duijf Pascal H.G.
- Dumaz Nicolas
- Dutt Avik
- Dwarakanath Bilikere S.
- Ebell Mark H.
- Echeverr\ueda Natalia
- Ecke Thorsten
- Eckweiler Denitsa
- Eerola Tuomas
- Effiong Andem
- Egea Luis G.
- Ehret Felix
- Eisenhardt Steffen
- Eixarch Elisenda
- Ekstrand Chelsea
- El-Adawy Hosny
- El-Esawi Mohamed A.
- El-Said Mohammed
- Elewa Yaser H.A.
- Elkum Naser
- Emmrich Julius V.
- Engel Michael S.
- Engel Nadja
- Epp Trevor
- Erickson Timothy B.
- Esfahlani Shabnam S.
- Eskelinen Eeva-Liisa
- Eskew Evan A.
- Esnakula Ashwini K.
- Eustace Alex J.
- Evangelou Evangelos
- Fairhead Michael
- Falk Sebastian
- Fallah Mazyar
- Falter-Wagner Christine M.
- Fan Dongsheng
- Fan Xiao
- Farber Debora B.
- Fardet Tanguy
- Farhoudi Ramin
- Faruk Mohammed
- Faville Marty J.
- Faye Martin
- Feghali Karine A.
- Feifei Shi
- Fejzo Marlena S.
- Feleke Berhanu E.
- Ferguson Trevor S.
- Fernandez-Fernandez Beatriz
- Fernandez-Triana Jose
- Festa Fernanda
- Feteira Antonio
- Feurer Thomas
- Feyerabend Frank
- Fierz Walter
- Filipp Fabian
- Flegel Willy A.
- Fleres Francesco
- Flood-Page Patrick
- Florio Tullio
- Foley Kieran G.
- Forano Evelyne
- Forsayeth John
- Foster Emma J.
- Foster Stephen
- Founou Luria L.
- Fox Simon A.
- Franks Steven J.
- Freitas Angela
- Frentiu Francesca D.
- Friebe Michael
- Frilander Mikko J.
- Fu Fan
- Fu Xinmiao
- Fujita Satoshi
- Furer Tzvi
- Furuta Saori
- Fuss Johannes
- Gabrielsen Mads
- Gadelkareem Rabea A.
- Gajda Maksymilian
- Galea Ian
- Galimov Evgeny
- Galluzzi Luca
- Gani Federica
- Ganpule Arvind P.
- Gao Jianzhao
- Gao Tian
- Gao Yibo
- Garc\ueda-Alix Antonio
- Garcia-Rivera Enid J.
- Garip Gulcan
- Gatchell Michael
- Gaullier Guillaume
- Gazdar Adi
- Gebremedhin [NO FIRST NAME IN SCOPUS]
- Gedye Kristene
- Gelfer Yael
- Gemmill Alison
- George Ronald B.
- Ghelardi Emilia
- Ghosh Sayantan
- Gianchecchi Elena
- Giganti Francesco
- Gill Martin R.
- Gilliham Matthew
- Giordano Maurizio
- Giunta Cecilia
- Gladue Douglas P.
- Gleason Joshua M.
- Gleeson Paul A.
- Gloyn Liz
- Gnasso Agostino
- Goarant Cyrille
- Gobet Ang\ue9lique
- Goggs Robert
- Gong Haipeng
- Gonz\ue1lezlez-Prendes Rayner
- Goodin Amie
- Goodyear Carl S.
- Gora Diop
- Gough Michael J.
- Gouil Quentin
- Govender Pragashnie
- Govinden Usha
- Goyal Ravinder
- Gr\ue9bert Th\ue9ophile
- Gr\ufcneberg Patrick
- Grabowski Piotr
- Graham Emily B.
- Graham Kathryn E.
- Grande-P\ue9rez Ana
- Graves Patricia M.
- Greene Garrett
- Greenwald Noah F.
- Greidanus Harm
- Greiff Victor
- Grey James
- Grice Darren
- Gridneva Zoya
- Grimm Dominik G.
- Groen Ewout J.N.
- Grothe Michel J.
- Gruber Jens
- Grunau Christoph
- Grundle D.S.
- Grybos Malgorzata
- Guerra-Mora Jos\ue9 R.
- Guerrero Fabricio
- Guignard L\ue9o
- Guisado J.L.
- Gumede Nicksy
- Gumulya Yosephine
- Guo Chengying
- Guo Xinyi
- Guo Yabin
- Gupta Himanshu
- Gurevich Vsevolod V.
- Gurney-Champion Oliver J.
- Gusev Oleg
- Guti\ue9rrez-Sacrist\ue1n Alba
- H\ufcttner Felix J.
- Habes Mohamad
- Hacker Elke
- Hackshaw Allan
- Haenssgen Marco J.
- Hage Steffen R.
- Hagen Guy
- Hahn Steven
- Hall Adam
- Hall Richard
- Haller Dagmar M.
- Hammerschmidt Sven
- Han Hyemin
- Han Jianwei
- Han Qian
- Han Renzhi
- Handfield Martin
- Hanson Jack
- Haore Gbaguidi
- Hapuarachchi Hapuarachchige C.
- Harder Timm
- Hardingham Jennifer E.
- Harper Paul
- Harrison Pille
- Hartmann Marcus D.
- Harvey David J.
- Hasler David
- Haston Scott
- He Shuonan
- Heck Michelle
- Heers Marcel
- Heffler Enrico
- Heijne Marloes
- Heinemann Stephanie
- Heinrich Michael
- Helanter\ue4 Heikki
- Herbelet Sandrine
- Hew Khe F.
- Higginbottom Daniel B.
- Higuchi Yohei
- Hilaire Cynthia St.
- Hilton Rachel
- Hiroi Noboru
- Hobbs Emma
- Hodzic Enisa
- Hoenner Xavier
- Hogg William E.
- Hogrebe Alexander
- Hojsgaard Diego
- Holgate Joan Y.
- Hone Andrew
- Hongoh Yuichi
- Honjo Ken
- Horbar Jeffrey
- Hori Hikaru
- Hu Guoku
- Hu Pingzhao
- Huang Ancheng
- Huang Guangqun
- Huang Zhengping
- Huber Heinz P.
- Huber Michael
- Hueso Luis E.
- Huirne Judith
- Hulse-Kemp Amanda M.
- Hunter Kylie E.
- Hurt Lisa
- Idborg Helena
- Ide Kazuki
- Ijzerman Adriaan P.
- Ikeo Kazuho
- Ikonomopoulou Maria P.
- Ingley Evan
- Iskander-Rizk Sophinese
- Iyer Lavanya M.
- J\ue9gousse Clara
- Jahan Yasmin
- Jakeman Philip M.
- James Ameh S.
- Janga Sarath C.
- Janzen Thijs
- Jayaraman Jayakumar
- Jean-Quartier Claire
- Jeltsch Albert
- Jensen Arne
- Jeon Sang-Min
- Jesus Carlos
- Jeurissen Patrick
- Jia Hong
- Jia Husen
- Jia Shuqin
- Jia Yangyang
- Jian Gao
- Jiang Fan
- Jiang Jianping
- Jiang Xingyu
- Jibb Lindsay A.
- Jin Yi
- Jo Daehyun
- Joel Emmanuel
- Joffroy Bastian
- Johnson Andrew M.
- Johnson Daniel M.
- Johnston Marie
- Jongen Stefan
- Jonscher Karen R.
- Jorens Philippe G.
- Jorgensen Jens O.L.
- Josse Claire
- Joubert Johan W.
- Jung Sin-Ho
- Junior Antonio M.
- Jurman Giuseppe
- Jutzeler Catherine
- Kabra Dhiraj
- Kahan Thomas
- Kaiser Stefan
- Kalatzis Panagiotis
- Kamagata Koji
- Kamboj Sunjeev K.
- Kambondo George
- Kamiya Haruyuki
- Kane Nolan C.
- Kang Yong-Kook
- Kanj Souha S.
- Karamanos Yannis
- Karim Masud
- Karmakar Chandan
- Karnati Priyanka
- Karp Natasha A.
- Karsay Kathrin
- Kasian Olga
- Kauppila Joonas H.
- Kaur Harsheen
- Kaya Cihan
- Kaye Linda K.
- Ke An
- Keitel Anne
- Kelly Daniel
- Kelly Ryan
- Kelly Sarah
- Kelly Shona
- Kempe Andreas
- Kenna Ralph
- Kennedy Jonathan
- Keown Jeremy R.
- Kersten Birgit
- Khalaf Roy A.
- Khalid Javaria M.
- Khan Murad M.
- Khatlani T.
- Kheir Fayez
- Khider Tarig
- Khoo Chin M.
- Khwaja Nyil
- Kichatova V.S.
- Kickert Rob
- Kidibule Peter E.
- Kieselmann Jennifer P.
- Kievit Rogier A.
- Kijanka Gregor S.
- Kim Hyeon J.
- Kim Yong-Min
- King Sarah R.B.
- Kinyanjui Timothy
- Kiraǧ N\ufckhet
- Kish J.K.
- Kitazawa Takeshi
- Kiyani Musa
- Klein Reinhild
- Klempnauer Karl-Heinz
- Kleppe Andreas
- Klump Hannes
- Kluz Tomasz
- Knox Paul
- Kobayashi Tatsuya
- Kobold Sebastian
- Koch Karl-Wilhelm
- Kohanbash Gary
- Kohls Gregor
- Kohonen-Corish Maija R.J.
- Koleva-Kolarova Rositsa G.
- Kong Xiangpeng
- Konkle-Parker Deborah
- Korpela Kalevi M.
- Kosanic Sasha
- Kostrikis Leondios G.
- Koutoukidis Dimitrios A.
- Kovesi Tom
- Kraiczy Peter
- Kramer Paul
- Kraschnewski Jennifer L.
- Kratz Harald
- Krause G\ufcnter
- Krebsbach Paul H.
- Kristensen S\uf8ren R.
- Kristiansson Erik
- Kueberuwa Gray
- Kugler Jan-Michael
- Kulkarni Ameya
- Kumar Addanki P.
- Kumar Dilip
- Kumar Gyanendra
- Kumar Narendra
- Kumar Nitin
- Kumari Prerna
- Kunimatsu Akira
- Kurdak Hatice
- Kurgan Lukasz
- Kurniawan Nicholas A.
- Kwon Young D.
- Labutin Dmitry
- Lachat Carl
- Lacy-Colson Jon
- Lagisz Malgorzata
- Lai Hei M.
- Laky Brenda
- Lalaouna David
- Lamberts Aniek
- Lammerding Jan
- Lange Matthias
- Lanza Giuseppe
- Larrosa Mar
- Laslett Andrew L.
- Latif Asam
- Lau Colleen L.
- Lauschke Volker M.
- Laverman Gozewijn D.
- Lazo-Langner Alejandro
- Le Thuc D.
- Leclair Elizabeth E.
- Leclercq Guy
- Lee Kyung-Woo
- Lee Ming-Yih
- Lee Moon-Soo
- Lee Senhong
- Leem Jung W.
- Leightley Daniel
- Leite Andreia
- Lercher Lukas
- Lewis James S.
- Li Bingling
- Li Genyuan
- Li Jian
- Li Jiansheng
- Li Jiuyong
- Li Maoteng
- Li Qingchun
- Li Tangliang
- Li Ying
- Li Yongzhe
- Li You
- Li Zhixiu
- Liang Dai
- Liang Huakang
- Liang Shide
- Liao Wei-Ting
- Liao Zheng-Yin
- Lidbury Brett A.
- Lieb Klaus
- Liehr Thomas
- Liew Alan W.C.
- Lim Chinten J.
- Lim Renly
- Lim Yau Y.
- Lima Luiz R.A.
- Lin Jessica
- Lin Li
- Lin Michael Z.
- Lindsey Merry L.
- Line Paul-Dag
- Ling Tong
- Linn Sabrina N.
- Litfin Thomas
- Liu Dengcai
- Liu Enwu
- Liu Fang
- Liu Fengbin
- Liu Haiyan
- Liu Hongde
- Liu Siqi
- Liu Xiaodong
- Liu Yu-Peng
- Liu Yuchen
- Liu Zhonghua
- Liusuo Wang
- Lizer J.
- Lloyd Vett K.
- Lo Te-Wen
- Lobreglio Giambattista
- Locci Emanuela
- Loft Nikolai D.
- Loidl Josef
- Lopez-Escamez Jose A.
- Lopez-Ruiz Francisco J.
- Lorenzen Johan
- Lorkowski Stefan
- Lovell Nigel H.
- Lowies Cher
- Lu Cheng
- Lu Hua
- Lu Jin-Jian
- Lu Qiang
- Lu Wei
- Lu Yao
- Lu Zhiyong
- Luengo Gustavo S.
- Lum Fok M.
- Lund Bjarte A.
- Lundh Lars-Gunnar
- Luo Hang
- Lussier Alexandre A.
- Luu Andreas M.
- Lygirou Vasiliki
- Lynch Iseult
- Lysy Philippe A.
- Lyu Ran
- Ma Chuang
- Ma Lan
- Ma Liping
- Ma Lisong
- Ma Ruiyan
- Ma Wujun
- Mabb Angela
- Machhi Jatin
- Mack Heather G.
- Mackey David A.
- Macleod Angus
- Macwan Isaac
- Madala Hanumantha R.
- Madani Nima
- Mahato Ajay K.
- Mahavadi Poornima
- Mahdavi S.R.
- Maher Pamela
- Maher Toby
- Mai Zhi-Ming
- Maibach Edward W.
- Maity Sankar N.
- Majeed Haroon
- Major Rupert W.
- Makowiecki Kalina
- Malgrange Brigitte
- Mali Samira
- Mallinson Daniel J.
- Mallis Panagiotis
- Mamoulakis Charalampos
- Mangoni Arduino A.
- Manke Thomas
- Manstead Antony S.R.
- Mantalaris Athanasios
- Mao Wenzhi
- Marchbank Kevin J.
- Margelyte Ruta
- Maria Caracausi
- Marinello Francesco
- Markonis Y.
- Marsal Jan
- Marschalek Rolf
- Marschall H. U.
- Marsili Luca
- Mart\uedn Carmen S.
- Martin Adam
- Martin Francis L.
- Martinez-Raga Jose
- Martinez-Salas Encarnacion
- Martinez-Sobrido Luis
- Martis Elvis
- Marvin-Dowle Katie
- Marzocchi Ugo
- Mason Leanda D.
- Mather Diane E.
- Mathieu Daniel
- Matsui Yoichi
- Mavoa Suzanne
- Maza Elie
- McCrum Christopher
- McCutcheon James E.
- McGarrigle Christine A.
- McKay Gareth J.
- McMillan Brian
- McMillan Nigel
- McWilliams Lorna
- Meads Catherine
- Medina Loreta
- Megersa Moa
- Mendes Caetano S.M.
- Menichetti Julia
- Mercieca-Bebber Rebecca
- Meresh Edwin
- Merideth Ben
- Merino-Plaza Maria J.
- Merlaen Britt
- Merrick B. Alex
- Meseko Clement
- Messina Rossella
- Metzger Dennis W.
- Meule Adrian
- Meunier Frederic A.
- Michaelis Martin
- Micheau Olivier
- Middelveen Marianne
- Miele Adriana E.
- Mier Pablo
- Mihara Hisaaki
- Miller Jack J.
- Min Rogier
- Minde David-Paul M.
- Minges Alexander
- Mintz Eric M.
- Miotla Pawel
- Mishra Anand K.
- Mishra Eleanor
- Mishra Virendra R.
- Mitchell Kate M.
- Mizukami Takuo
- Moal Iain
- Moalic Yann
- Mohapatra D.P.
- Mohebbi Alireza
- Molari Massimiliano
- Molleman Lucas
- Mondal Saiful R.
- Montagutelli Xavier
- Monteiro Antonia
- Montes Matthieu
- Moore Matthew D.
- Moores Carly
- Moran John V.
- Morcillo Esteban
- Morozov Sergey Y.
- Morrice Nicola
- Mort Matthew
- Moskalensky Alexander E.
- Moss W.N.
- Mota Jorge
- Moultos Othonas A.
- Moyer Robert
- Mozaheb Zahra
- Muhammad Junaid
- Mukherjee Maheswari
- Murai Noriyuki
- Murphy Denis J.
- Murphy Susan K.
- Murray Shauna A.
- Musinguzi Conrad
- Muth Thilo
- Muyaya Ley
- Naganawa Shinji
- Nagler Katja
- Nakayama Kazuhiko
- Nammi Srinivas
- Nandakumar Kutty S.
- Nandhakumar Amar
- Nanou Afroditi
- Naqash Amreen
- Narayan Edward
- Nasios Grigorios
- Natoli Roman M.
- Navaratnarajah [NO FIRST NAME IN SCOPUS]
- Navarin Nicol\uf2
- Negera Edessa
- Neumann Philipp-Alexander
- Ng Grace
- Ng Sheryl H.X.
- Nguyen Frederique
- Nguyen Joe T.
- Nguyen Thi T.H.
- Ni Duan
- Nicol Christine
- Nicoletti Rosario
- Nida [NO FIRST NAME IN SCOPUS]
- Nie Jiyun
- Nie Yingjiu
- Niehof Monika
- Niemeyer Frank
- Nilsen Erlend B.
- Nilsson Henrik
- Nixon Brett
- Nobile Clarissa J.
- Nolan Fiona
- Nolet Philippe
- Nord\ue9n Rickard
- Nordberg Ana
- Norris Adam D.
- Notcovich Shirli
- Nowicki Jessica P.
- Nwaiwu Ogueri
- O\u27Mahony Margaret
- O\u27Toole Ronan
- Obeidat Monther
- Ogami Koichi
- Oh Deog-Hwan
- Ohgami Robert S.
- Ohlsson Sophie
- Ohst Barnabas
- Ohtomo Toshihiko
- Olatunbosun Oluremi
- Oldenmenger Wendy H.
- Ollivier Quinn R.
- Olofsson Per
- Olova Nelly
- Olszewski Pawel
- Olumayede Emmanuel
- Onzima Robert
- Orme Mark W.
- Ortiz Alberto
- Osses Dani\uebl F.
- Oster Henrik
- Ostrikov Kostya
- Otto Siegmar
- Ou Jianhong
- Outeiro Tiago F.
- Ouyang Songying
- Owais Mohammed
- Pace-Asciak Pia
- Paganoni Sabrina
- Page Andrew
- Pallebage-Gamarallage Menuka
- Palm Christoph
- Palma Jose-Alberto
- Pan Chih-Long
- Pan Zihang
- Panthee Suresh
- Panwar Ajay
- Paradies Yin
- Parchi Piero
- Park Caroline
- Park Charny
- Park Dong I.
- Park Seyoung
- Parsons Jerod R.
- Parsons Michael H.
- Parsons Nick
- Pascal Pigny
- Paterson Russell
- Patil Chandrashekhar D.
- Patterson Chris
- Paul Elisabeth
- Pearce Simon P.
- Pearson James A.
- Peckham Michelle
- Pedemonte Nicoletta
- Pedro Sansoa A.
- Peifer Mark
- Pelkonen Tuula
- Pelleri Maria C.
- Pellizzon Michael A.
- Penagos-Tabaree Felipe
- Peng Xiangda
- Peng Yousong
- Perco Paul
- Pereira Joana L.
- Peres Marco A.
- Perry Samuel R.
- Peter Jessica
- Peterson Brent M.
- Petrelli M.
- Pezzuolo Andrea
- Pheko Mpho
- Pianosi Paolo T.
- Pichugin Alexander
- Pinto Carlos J.C.
- Pinto Ines M.
- Pinto Karina A.
- Pinzi Valentina
- Piotrowski Marcin
- Piovesan Allison
- Plantinga Arnoud
- Plevris John N.
- Pluess Michael
- Podolsky Illya M.
- Pollesello Piero
- Polz Martin
- Ponti Giovanna
- Popoola Segun I.
- Porcelli Piero
- Portilla Maribel
- Portillo M.C.
- Pourret Olivier
- Pozdnyakov Ilya
- Prajapati Anilkumar S.
- Pranata Raymond
- Prescott Julie
- Pridans Clare
- Prieto Daniel
- Prince Martin
- Pritchard Antonia L.
- Psaroulaki Anna
- Pujala Ravi K.
- Pulia Michael
- Pulido-Arjona Leonardo
- Pullan Wayne
- Pusch Stefan
- Qi Dongchen
- Qi Peng-Fei
- Qi Xingshun
- Qian Siyu
- Qin Lei
- Quinn Gwendolyn P.
- Quinn Terence J.
- Rafe Ali
- Rafiq Muhammad
- Raghava Gajendra P.S.
- Rahimi Farid
- Rahman Proton
- Rahman Shaifur
- Rai Nayanjot K.
- Raikou Vaia D.
- Raman Ayush
- Ramula Satu
- Ranft Andreas
- Raote Ishier
- Rappsilber Juri
- Rassaf Tienush
- Raucher-Ch\ue9n\ue9 [NO FIRST NAME IN SCOPUS]
- Rawski Rafal
- Ray Asit
- Raza Ali
- Razak Lubna A.
- Rebl Henrike
- Reddan Tristan
- Refai Osama
- Refardt Julie
- Regan Tim
- Rehfeldt Florian
- Reiling Jan H.
- Remacle Claire
- Reschke Cristina R.
- Rezaei Mohsen
- Rhodes Johanna
- Ricciardi Walter
- Richa Tambi
- Richardson Mark F.
- Riddick Eric W.
- Riess Olaf
- Ritter Uwe
- Riva Giuseppe
- Roach Neil W.
- Roberts David D.
- Roberts Nicola J.
- Robinson K.R.
- Robles Guillermo
- Rodrigues Tiago
- Rodriguez Cesar
- Roislien Jo
- Roobol Monique J.
- Ross Kehinde
- Ross Stephanie A.
- Rossoni Luca
- Rotge Jean-Yves
- Rouet Romain
- Rovas Alexandros
- Rowe Alexandra
- Rowe Anna D.
- Rudolf Kevin
- Ruepp Andreas
- Rusch Peter
- Rust Petra
- S\uf6relius Karl
- Saad Sonia
- Sabnis Sandeep C.
- Sack George H.
- Sacks Frank M.
- Sadoine Margaux L.
- Safaei Soroush
- Saggar Manish
- Saito Yu
- Salama Mohamed F.
- Saleh Sherif
- Sallmon Hannes
- Sampson Christopher
- Santos Manuela
- Saudemont Aurore
- Sava Gianni
- Schmidt Axel
- Schmutz Axel
- Schneeberger Pierre H.H.
- Schrading Simone
- Schramm Alexander
- Schreiber Martin
- Schuele Birgitt
- Schuler Sidney
- Schulte Leon N.
- Schuon Robert A.
- Schurr Roey
- Schwotzer Daniela
- Schymkowitz Joost
- Sczyrba Alexander
- Searles Stephen
- Sebastian Agata
- Seib Kate L.
- Selinski Jennifer
- Seltmann Stefanie
- Senghore Thomas
- Seow Esmond
- Sepanski Robert
- Sergeant Kjell
- Sha Feng
- Shabalin Ivan G.
- Shahid Shaouli
- Shalchyan Vahid
- Shalev Nir
- Shang Jin-Long
- Sharma Neeraj
- Sharma Saurab
- Sheehan Barry
- Shen Jun
- Shi Chunhu
- Shi Han-Ping
- Shimada Tomohiro
- Shin Jeon-Soo
- Shirvalkar Prasad
- Shiryayev Oleg
- Shohayeb Belal
- Shortt Colette
- Siebers Robert
- Sillanp\ue4\ue4 Elina
- Silveyra Patricia
- Singer Josef
- Singh Jugpreet
- Singh Mandeep
- Singh Manisha
- Skinner Debra
- Small Ian
- Smeets Paul A.M.
- Smith Simon S.
- Smith Taylor
- Smout Michael J.
- So Po-Wah
- Soares Ant\uf3nio
- Solano Francisco
- Solomon-Moore Emma
- Sommerlad Andrew
- Sonenshine Daniel E.
- Song Chunjiao
- Song Haijun
- Song Jiangning
- Song Lijuan
- Soraggi Samuele
- Sorzano Carlos O.
- Southall Tony
- Speakman John R.
- Spearman Paul
- Srinivasan Mandyam V.
- Srivastava Kshitij
- Srivastava Rupesh K.
- Stabile Laura P.
- Staege Martin S.
- Stanley Ryan
- Stasiak A.
- Steadman Kathryn J.
- Steckhan Nico
- Stein Nils
- Stella Alessandro
- Stephens Andrew W.
- Stevanovic Dejan
- Stewart Christopher J.
- Stewart Douglas I.
- Stine Keith
- Storlazzi Curt
- Stoynova Nataliya V.
- Strehlow Jan
- Strobl Frederic
- Strzalka Wojciech
- Suarez Oscar M.
- Subhash Santhilal
- Subissi Lorenzo
- Subramaniapillai Mehala
- Sukocheva Olga
- Sultana Taranum
- Sumant Anirudha V.
- Summers Mathew J.
- Sun Gang
- Sun Jim
- Sun Xianbao
- Sundar Raghav
- Supriyanto Irwan
- Surve Chinmay R.
- Suzuki Tomo
- Swali Ritu
- Sydes Matthew
- Syme Caitlin
- Szabo Attila
- Szymanski Wiktor
- Tacon Paul
- Taherzadeh Ghazaleh
- Tahir Nur D.M.
- Tai Chan N.P.
- Takeuchi Hisashi
- Tamaian Radu
- Tan Aik-Choon
- Tan Cher M.
- Tan Ene-Choo
- Tan Kok H.
- Tanadini-Lang S.
- Tanaka Kozo
- Tang Fei
- Tang Haixu
- Tang Jun
- Tang Young
- Tanino Y.
- Tantawy Marwa
- Tao Wanyin
- Targett-Adams Paul
- Tayebi Mourad
- Tayyem Reema
- Tebbe Christoph C.
- Telfer Evelyn E.
- Tellechea Juan I.
- Tempel Wolfram
- Tennakoon Sumudu
- Teodorczyk-Injeyan Julita A.
- Terrier Olivier
- Teseo Serafino
- Testa Jean
- Testoni Ines
- Theron G.
- Thijs Gert
- Thomas Lisa-Marie
- Thorne Sally
- Thrift Amanda G.
- Tian Chang F.
- Tian Yu-Shi
- Tian Zhiqi
- Tiffon Celine
- Tingting Qian
- Tinnefeld Philip
- Tjahjono Daryono H.
- Toelzer Christine
- Tofani Marco
- Tolle Fabrice
- Tomov Nikola
- Tong Xin
- Torga Gonzalo
- Toth Ervin
- Tovar Miguel
- Tr\uf6der Simon E.
- Tran Linh
- Tressoldi Patrizio
- Tripathi Sushil
- Tsapas Apostolos
- Tsirigotis Konstantinos
- Tuladhar Anil M.
- Turak Ayse
- Tuttle Lisa M.
- Tuttle Neil
- Tzotzos George
- Uchendu Florence
- Udo Edet E.
- Uhle Florian
- Ukubuiwe Azubuike C.
- Ung Carolina O.L.
- Utsumi Toshiaki
- Uversky Vladimir N.
- Vaidyanathan Subramanian
- Vaillant Michel
- Valenti Anna
- Valgepea Kaspar
- Valsesia Armand
- van de Mortel Thea
- van den Bos Wouter
- van Dessel Pieter
- van Meerten Tom
- van Nieuwerburgh Filip
- van Raaij Mark J.
- van Ruitenbeek Jan
- Vandenbroucke Roosmarijn E.
- Vanneste Sven
- Vatanparast Hamid
- Vavvas Demetrios G.
- Veiga Feliciano H.
- Vendrell Marc
- Verheijen Geert P.
- Verloh Niklas
- Verlot Pierre
- Vesk Peter A.
- Veys Ralf
- Vickers Paul
- Vickstrom Casey
- Victor Victor M.
- Vidal Arnau
- Villemur Richard
- Villet Martin H.
- Vindin Howard
- Vitriol Veronica
- Viveiros Miguel
- Vohl Marie-Claude
- Voolstra Christian R.
- Vorholt Julia A.
- Voskarides Konstantinos
- Voutchkova Denitza D.
- Vuillemin Anne
- Wakelin Steven
- Waldron Levi
- Walker Mirella
- Walsh Laurence J.
- Wang Amanda Y.
- Wang Fang
- Wang Fuan
- Wang Horng-Dar
- Wang Jinhui
- Wang Jiucun
- Wang Jun
- Wang Qing
- Wang Teng
- Wang Xiaomin
- Wang Yun
- Wang Zhenxing
- Watanabe Yoichi
- Watari Ricky
- Waugh Jason
- Webb S.A.
- Webster Rebecca
- Webster Ruth
- Wei Junnian
- Wei Pan
- Weigert Andreas
- Weinstock Christof
- Welter Danielle
- Wen Jet-Chau
- Werner Gijsbert D.A.
- Werten Sebastiaan
- Westermair Anna L.
- Wham Carol
- White Ethan P.
- Wibowo David
- Widera Darius
- Wiener Jan
- Wilharm Gottfried
- Wilkinson Simon
- Williams Brendan A.
- Williams Richard
- Willmann Raffaella
- Wilson Alex
- Wilson Coralie
- Wingenbach Tanja S.H.
- Winslade Matthew
- Wirth Brunhilde
- Wojan Timothy R.
- Woldesemayat Adugna A.
- Wolff Mathieu
- Wong Alvin
- Wong Bryan M.
- Workman Alan D.
- Wu Dalei
- Wu Tzu-Wei
- Wu Yi-Rui
- Wuerbel Hanno
- Wyart [NO FIRST NAME IN SCOPUS]
- Xavier Rose M.
- Xia Wenfeng
- Xiang Tingxiu
- Xiao Han
- Xiao Shumin
- Xiao Xiangshu
- Xie Li-Xin
- Xiong Peng
- Xu Beisi
- Xu Dong
- Xu Haotian
- Xu J.W.
- Xu Jialin
- Xu Jianping
- Xu Juan
- Xu Jun
- Xu Shicai
- Xu Shilin
- Xu Taosheng
- Xu Ziyue
- Xue Bin
- Xue Yu
- Yadollahpour Ali
- Yalcin Suayib
- Yamato Masayuki
- Yan Hong
- Yang Chongjun
- Yang Dongdong
- Yang En-Cheng
- Yang Hui
- Yang Long
- Yang Mingjun
- Yang Shiqi
- Yang Sunny Y.
- Yang Wei
- Yang Yongliang
- Yankilevich Patricio
- Yao Ruifeng
- Yao Wen
- Yassine Abdul-Amir
- Ye Yuzhen
- Ye Zhi-Qiang
- Yeung Andy W.K.
- Yin Cong-Cong
- Yin Qinan
- Yli-Kauhaluoma Jari
- Yoneyama Hiroshi
- Yoon Jihoon G.
- You Yuyi
- Yousefzadeh Abbas
- Yu Chenglong
- Yu Ying
- Yu Yongbo
- Yuan Christina M.
- Yuan Guo-Cheng
- Yuh Chiou-Hwa
- Zabetakis Ioannis
- Zaccolo Manuela
- Zaitsu Masayoshi
- Zare Asma
- Zaritsky Arno
- Zaucha Jan
- Zeineb Zian
- Zeng Chen
- Zeng Erliang
- Zeng Zhen
- Zevnik Branko
- Zhan Jian
- Zhan Xiao-Yong
- Zhang Chengrong
- Zhang Chi
- Zhang Chongxing
- Zhang Gong
- Zhang Haowen
- Zhang Jilei
- Zhang Junpeng
- Zhang Kai
- Zhang Li
- Zhang Linxing
- Zhang Rongqiang
- Zhang Tongchuan
- Zhang Tuo
- Zhang Wei
- Zhang Weijia
- Zhang Xianglilan
- Zhang Xiaolei
- Zhang Yao
- Zhang Yi
- Zhang Yingkai
- Zhang Yusen
- Zhang Zhe
- Zhang Zhiyong
- Zhang Zhong-Yin
- Zhang Zhongheng
- Zhao Guoyan
- Zhao Haochen
- Zhao Jing
- Zhao Xin
- Zhao Yuan
- Zheng Shan
- Zhou Bailing
- Zhou Jianyu
- Zhou Kai
- Zhou Min
- Zhou Xiaofan
- Zhou Xiaoyan
- Zhou Yaoqi
- Zhu Dongjie
- Zhu Shu
- Zhu Zhenxing
- Ziegler Andreas
- Zinke Katharina
- Zuberbier Torsten
- Zuckerman Hannah
- Publication venue
- Publication date
- 01/01/2019
- Field of study
Document recommendation systems for locating relevant literature have mostly relied on methods developed a decade ago. This is largely due to the lack of a large offline gold-standard benchmark of relevant documents that cover a variety of research fields such that newly developed literature search techniques can be compared, improved and translated into practice. To overcome this bottleneck, we have established the RElevant LIterature SearcH consortium consisting of more than 1500 scientists from 84 countries, who have collectively annotated the relevance of over 180 000 PubMed-listed articles with regard to their respective seed (input) article/s. The majority of annotations were contributed by highly experienced, original authors of the seed articles. The collected data cover 76% of all unique PubMed Medical Subject Headings descriptors. No systematic biases were observed across different experience levels, research fields or time spent on annotations. More importantly, annotations of the same document pairs contributed by different scientists were highly concordant. We further show that the three representative baseline methods used to generate recommended articles for evaluation (Okapi Best Matching 25, Term Frequency-Inverse Document Frequency and PubMed Related Articles) had similar overall performances. Additionally, we found that these methods each tend to produce distinct collections of recommended articles, suggesting that a hybrid method may be required to completely capture all relevant articles. The established database server located at https://relishdb.ict.griffith.edu.au is freely available for the downloading of annotation data and the blind testing of new methods. We expect that this benchmark will be useful for stimulating the development of new powerful techniques for title and title/abstract-based search engines for relevant articles in biomedical research.Peer reviewe
Brazilian Flora 2020: Leveraging the power of a collaborative scientific network
- Author
- Abreu Fernanda
- Abreu Maria
- Abreu Vanessa H.R.
- Acuña‐castillo Rafael
- Afonso Edgar A.L.
- Agra Leandro A.N.N.
- Agra Maria
- Aguiar Daniel P.P.
- Aires Elisa
- Almeda Frank
- Almeida Eduardo
- Almeida Gracineide S.S.
- Almeida Mariana
- Almeida Nicolli B.C.
- Almeida Rafael
- Almeida Roberto B.P.
- Almeida Thaís
- Alves Daniela
- Alves Flávio
- Alves Karina N.L.
- Alves Maria B.B.
- Alves Rodolfo
- Amaral André L.S.
- Amaral Maria C.E.
- Amorim André M.A.
- Amorim Bruno
- Amorim Eduardo
- Amorim Vivian
- Amélio Leandro
- Andrade Ivanilza
- Andrade Ray
- Andreata Regina H.P.
- Andrino Caroline
- André Thiago
- Anjos Cassiane
- Antar Guilherme
- Antonicelli Mirian C.A.
- Antunes Lorena l.C.
- Aona Lidyanne Y.S.
- Arana Marcelo
- Aranha João L.M.
- Araujo Andréa
- Araujo Cintia A.T.
- Araujo Flávia
- Araújo Anderson G.A.
- Araújo Camila
- Araújo Mário H.T.
- Arbo Maria
- Arnou Emily
- Asprino Renata
- Assis Francine
- Assis Leandro C.S.
- Assis Marta
- Athayde Filho Francisco
- Athiê‐souza Sarah
- Azevedo Igor H.F.
- Bacci Lucas
- Barbosa Camilo V.O.
- Barbosa Juliana
- Barbosa Maria Regina V.
- Barbosa‐silva Rafael
- Barboza Gloria
- Barcellos Ian
- Barcelos Flávia R.B.
- Barcelos Laísa
- Barreto Kamilla l.
- Barros Fábio
- Barros Thamires l.A.
- Barros‐barreto Maria B.B.
- Bastos Cid J.P.
- Bastos Cláudia
- Batista João A.N.
- Batista Marcella M.I.
- Baumgratz José Fernando A.
- Bautista Hortencia
- Benelli Adarilda
- Berguecio Nicolás
- Bernacci Luís
- Beyer Maila
- Bezerra Andrea C.C.
- Bezerra Luísa M.P.A.
- Bezerra Yuri R.L.
- Bianchetti Luciano
- Bicudo Carlos E.M.
- Bigio Narcísio
- Biral Leonardo
- Bissoli Vinícius
- Bittencourt Felipe
- Bochorny Thuane
- Bohn Amabily
- Bohs Lynn
- Bojacá Gabriel F.P.
- Boldorini Abril
- Boldrini Ilsi
- Bolson Mônica
- Bordin Juçara
- Bordon Natali
- Borges Rafael A.X.
- Borges Rodrigo l.
- Bortoluzzi Roseli l.C.
- Bove Claudia
- Bovini Massimo
- Braga João M.A.
- Braga Nayara S.S.
- Branco Suema
- Brauner Laiana
- Braz Denise
- Bringel João B.A.
- Brito Antonio l.V.T.
- Brito Eliete
- Bruniera Carla
- Buchoski Monica
- Buck William
- Bueno Norma
- Bueno Vinicius
- Buril‐vital Maria T.A.
- Burton George
- Büneker Henrique
- Bünger Mariana
- Cabral Andressa
- Cabral Elsa l.
- Cabral Fernanda
- Cabral Tiara
- Caddah Mayara
- Caires Claudenir
- Caires Taiara
- Calazans Luana S.B.
- Caldas Diana K.D.
- Calió Maria
- Calvo Joel
- Camargo Rodrigo
- Camelo Mel
- Campos‐rocha Antonio
- Canestraro Bianca
- Canto‐dorow Thais
- Cantuária Patrick
- Cara Álison l.
- Cardoso Andréia
- Cardoso Domingos B.O.S.
- Cardoso Jesiane
- Cardoso Leandro J.T.
- Cardoso Pedro
- Cardozo Andrey l.
- Carmo Dimas
- Carmo João A.M.
- Carneiro Camila
- Carneiro Cláudia
- Carrijo Tatiana
- Caruzo Maria B.R.
- Carvalho Catarina
- Carvalho Dariane A.S.
- Carvalho Fernanda
- Carvalho Jefferson
- Carvalho Maria l.S.
- Carvalho‐silva Micheline
- Castello Ana C.D.
- Castro E Silva Isabella
- Castro Márcia
- Catenacci Fernanda
- Cavalcanti Laise
- Cavalcanti Taciana
- Cavalheiro Larissa
- Cervi Armando
- Chacon Roberta
- Chagas Aline
- Chagas Earl C.O.
- Chautems Alain
- Chauveau Olivier
- Chequín Renata
- Christ Anderson l.
- Christ Jheniffer
- Cidrão Bruno
- Clark Lynn
- Coelho Alexa A.O.P.
- Coelho Guilherme
- Coelho Marcus A.N.
- Coelho Rubens l.G.
- Colletta Gabriel
- Colli‐silva Matheus
- Conceição Adilva
- Conceição Tulio
- Condack João P.S.
- Contro Fernanda l.
- Cordeiro Inês
- Cordeiro Luciana
- Cordeiro Wesley P.F.S.
- Costa E Silva Maria
- Costa Andrea
- Costa Daniel
- Costa Denise
- Costa Fabiane
- Costa Fernanda S.N.
- Costa Francisco C.P.
- Costa Géssica A.G.
- Costa Isabelle G.C.M.
- Costa Itayguara
- Costa Jeferson
- Costa Jorge A.S.
- Costa José G.S.
- Costa Maria T.R.
- Costa Mitchel I.A.
- Costa Suzana
- Costa Thiago
- Costa Tiago
- Costa‐lima James l.
- Cota Matheus M.T.
- Couceiro Yuri S.V.
- Coutinho Thales
- Couto Dayvid
- Couto Ricardo
- Couvo Anielly
- Cyrillo Stephany
- Cárdenas Gabriela
- Câmara Paulo E.A.S.
- Cândido Elisa
- Côrtes Ana l.A.
- Dal Molin Luis
- Dalastra Claudenice
- Dalcin Eduardo Couto
- Damasceno Rafaella G.L.
- de Lazzari Lara R.P.
- Deble Leonardo
- Delfini Carolina
- Delgado Junior Geadelande
- Delgado‐salinas Alfonso
- Della Aline
- Delprete Piero
- Dematteis Massimiliano
- Dettke Greta
- Devecchi Marcelo
- Dewes Talita
- Di Maio Fernando
- Dias Kauê N.L.
- Dias Micheli
- Dias Pedro
- Dittrich Vinícius A.O.
- Domínguez Yoannis
- Dorneles Mariane
- Dressler Stefan
- Duarte Marilia
- Duran Juan D.T.
- Dutilh Julie H.A.
- Dutra Letícia l.
- Dutra Valquíria
- Díaz Yani C.A.
- Dórea Marcos
- Echternacht Livia
- Eggers Lilian
- Erkens Roy H.J.
- Eslabão Marcelo
- Espírito Santo Fábio
- Esser Hans‐joachim
- Essi Liliana
- Esteves Gerleni l.
- Esteves Roberto l.
- Everling Joel
- Ezcurra Cecilia
- Facco Marlon
- Fader Andrea A.C.
- Falcão Marcus J.A.
- Fantecelle Laura
- Farco Gabriela
- Faria Allan l.A.
- Faria Ana P.G.
- Faria Aparecida
- Faria Jair
- Faria Maria
- Farias Sabrina
- Farias‐singer Rosana
- Farinaccio Maria
- Fernandes Aluisio
- Fernandes Ana
- Fernandes Fernando
- Fernandes José
- Fernandes Rozijane
- Fernandes Thiago
- Fernandes Ulisses
- Fernando Emanoel M.P.
- Ferreira Carlos D.M.
- Ferreira Fabrício
- Ferreira Gabriel
- Ferreira João P.R.
- Ferreira Priscila P.A.
- Ferreira Silvana
- Ferrucci María
- Fiaschi Pedro
- Fidanza Karina
- Filardi Fabiana L.R.
- Filgueiras Tarciso
- Firetti Fabiana
- Fleischmann Andreas
- Florentín Javier
- Florentín Mariela
- Flores Andréia
- Flores Jerônimo M.M.
- Flores Thiago
- Fonseca Luiz H.M.
- Fontelas Jean
- Fontella‐pereira Jorge
- Forster Wellington
- Forzza Rafaela
- Fraga Claudio
- Fraga Fernanda R.M.
- Fraga Santiago
- Francisco Jéssica N.C.
- França Flávio
- França Juliana R.K.G.
- Freire‐fierro Alina
- Freitas Fernanda
- Freitas Joelcio
- Freitas Maria
- Fritsch Peter
- Funez Luís
- Furtado Samyra
- Gaem Paulo
- Gaglioti André l.
- Gagnon Edeline
- Gama Beatriz R.A.
- Garcia Flávia C.P.
- Gasper André l.
- Gerace Samuele
- Giacomin Leandro l.
- Giaretta Augusto
- Gil André S.B.
- Gissi Danilo
- Giuffre Pamela M.W.
- Giulietti Ana
- Giussani Liliana
- Goebel Gabriela
- Goes Monique
- Goldenberg Renato
- Gomes Beatriz
- Gomes Fernanda
- Gomes Mario
- Gomes‐da‐silva Janaína
- Gomes‐klein Vera l.
- Gonella Paulo
- Gonzaga Augusto F.N.
- Gonzaga Diego
- Gonzatti Felipe
- González Favio
- Gonçalez Victor
- Gonçalves Ana P.S.
- Gonçalves Deise J.P.
- Gouvêa Yuri
- Graham Shirley A.T.
- Gregório Bernarda
- Grings Martin
- Groppo Milton
- Grossi Mariana
- Guarçoni Elidio A.E.
- Guedes Felipe
- Guedes Juliana
- Guerra Ethiéne
- Guimarães Elsie
- Guimarães Leonardo R.S.
- Guimarães Paulo J.F.
- Gurgel Ely S.C.
- Gutiérrez Diego
- Góes Luiz A.A.
- Hall Climbiê
- Harley Raymond
- Hassemer Gustavo
- Hattori Eric K.O.
- Hechenleitner Paulina
- Hefler Sonia
- Heiden Gustavo
- Henning Tilo
- Henriques Diego
- Hensold Nancy
- Hinoshita Lucas K.R.
- Hirai Regina
- Hirao Yasmin
- Hiriart Florencia
- Hopkins Michael J.G.
- Hoyos‐gómez Saúl
- Huamantupa Isau
- Hurbath Fernanda
- Iganci João R.V.
- Ilkiu‐borges Anna l.
- Imig Daniela
- Indriunas Alexandre
- Inácio Camila
- Jacques Eliane l.
- Jacques Suara S.A.
- Jaimes Juliana
- Jardim Jomar
- Jesus Jôane
- Jesus Priscila
- Jiménez‐mejías Pedro
- Johnson David
- Jordão Lucas S.B.
- Jordão Valner M.M.
- Jorge Taciane
- Kaehler Miriam
- Kameyama Cíntia
- Kataoka Eric
- Kessous Igor
- Kilipper Julia
- Kinoshita Luiza
- Klein Viviane
- Klitgaard Bente
- Knapp Sandra
- Koch Ana
- Koch Ingrid
- Kochanovski Fábio
- Kominami Gabriel F.G.
- Konno Tatiana U.P.
- Koschnitzke Cristiana
- Kotovski Emília
- Kriebel Ricardo
- Külkamp Josimar
- Labiak Paulo
- Leal Brígida
- Leal Eduardo
- Leite Wellerson
- Leite Áurea C.F.
- Leitman Paula
- Lewis Gwilym
- Lima Adriana
- Lima Alexandre
- Lima Duane F.S.
- Lima Eliene
- Lima Haroldo
- Lima Jessica
- Lima Laura C.P.
- Lima Laíce F.G.
- Lima Letícia
- Lima Lucas
- Lima Luis F.P.
- Lima Rita
- Lima Vanessa l.
- Link‐perez Melanie
- Lirio Elton
- Lobão Adriana
- Loeuille Benoit F.P.
- Lohmann Lúcia
- Loiola Maria I.B.
- Lombardi Julio
- Longhi‐wagner Hilda
- Lopes Gabriel S.R.
- Lopes Jenifer
- Lopes Letícia
- Lopes Raimundo
- Lopes Rosana
- Lorencini Tiago
- Lorenzi Harri
- Lourenço Ana R.L.
- Lourenço Arthur
- Louzada Rafael
- Lovo Juliana
- Lozano Eduardo
- Luber Jaquelini
- Lucas Dióber
- Lucas Eve
- Luebert Federico
- Lughadha Eimear Nic
- Luizi‐ponzo Andrea
- Luna Bruna
- Luna Naédja K.M.
- Luz Cíntia l.S.
- López Maria
- Lüdtke Raquel
- M.D. Cardozo Nállarett
- Machado Anderson F.P.
- Machado Evandro
- Machado Talita
- Maciel Jefferson
- Maciel Sebastião
- Magalhães Rodrigo
- Magenta Mara A.G.
- Maia Leonor
- Maia Talita
- Mamede Maria C.H.
- Mansano Vidal
- Marchioretto Maria
- Margalho Luciano
- Marinho Lucas
- Marques Danilo
- Marquete Ronaldo
- Marra Raquel
- Martins Angela
- Martins Marcos B.S.
- Martins Milena
- Martins Márcio l.L.
- Martins Renata
- Martins Suzana
- Masson Victória
- Matias Ligia
- Matos Agnes M.M.V.
- Matos Andreza
- Matos Fernando
- Matozinhos Carolina
- Mattos Cilene M.J.
- Mattos Leticia
- Matzenauer William
- Mauad Anna V.S.R.
- Maya‐lastra Carlos
- Mayo Simon
- Mazine Fiorella
- Medeiros Débora
- Medeiros Erika V.S.S.
- Medeiros Herison
- Medeiros Maria C.M.P.
- Meerow Alan
- Meireles Jose
- Meireles Leonardo
- Meirelles Julia
- Melchor‐castro Briggitthe
- Mello Zelia
- Mello‐silva Renato
- Melo André l.
- Melo Caio V.V.D.
- Melo Efigenia
- Melo José I.M.
- Mendes Jone C.R.
- Mendes Maria C.Q.
- Mendes‐silva Ingrid
- Meneguzzo Thiago E.C.
- Menezes Cristine
- Menezes Felipe G.P.
- Menezes Mariângela
- Menini Neto Luiz
- Mentz Lilian
- Mesquita Antônio l.
- Messias Patrícia
- Mezzonato‐pires Ana
- Michelangeli Fabián
- Miguel João
- Miguel Laila
- Milward‐de‐azevedo Michaele
- Miotto Silvia T.S.
- Miranda Cecília
- Miranda Vitor F.O.
- Mitchell John
- Molina José M.P.
- Mondin Cláudio
- Monge Marcelo
- Monteiro Daniele
- Monteiro Fernanda K.S.
- Monteiro Raquel
- Monteiro Silvana H.N.
- Monteiro Thiago
- Monzoli João V.L.
- Moore Paloma G.P.
- Mora Martha
- Moraes Marta
- Moraes Mónica
- Morales Juan
- Morales Matías
- Moran Robbin
- Moreira Andréia D.R.
- Moreira André l.C.
- Moreira Ariane
- Moreira Bianca
- Moreira Giselle l.
- Moreira Kassio V.C.
- Moreira Pablo F.F.
- Morim Marli
- Morokawa Rosemeri
- Moroni Pablo
- Mota Aline
- Mota Michelle C.A.
- Mota Nara F.O.
- Moura Beryl E.L.
- Moura Carlos Wallace N.
- Moura Ingridy
- Moura Luíza
- Moura Ricardo l.
- Moura Tania
- Mundim Júlia
- Muniz Filho Eduardo
- Muniz Francisca
- Muniz Leticia
- Mynssen Claudine
- Nakajima Jimi
- Nascimento Janaina G.A.
- Nascimento José
- Nascimento Silvia
- Nepomuceno Francisco A.A.
- Nervo Michelle
- Nery Eduardo
- Neves Beatriz
- Nogueira Matheus G.C.
- Nunes Annelise
- Nunes Clebiana
- Nunes Teonildes
- Nóbrega Giseli
- O'Leary Nataly
- Oellgaard Benjamin
- Oliveira Adriana l.R.
- Oliveira Ana C.S.
- Oliveira Andreza G.S.
- Oliveira Aron
- Oliveira Bárbara
- Oliveira Caetano
- Oliveira Fernanda M.C.
- Oliveira Filipe G.A.
- Oliveira Gleison
- Oliveira Gustavo
- Oliveira Hermeson
- Oliveira Iasmin l.C.
- Oliveira José F.C.
- Oliveira Joésili C.P.
- Oliveira Juliana
- Oliveira Juliana R.P.M.
- Oliveira Leticia G.R.
- Oliveira Lilian F.A.
- Oliveira Lorena
- Oliveira Luciana S.D.
- Oliveira Marcia C.R.
- Oliveira Marcos G.M.
- Oliveira Marise H.V.
- Oliveira Marla I.U.
- Oliveira Márcio l.B.
- Oliveira Regina
- Oliveira Renata
- Oliveira Reyjane
- Oliveira Rodrigo C.G.
- Oliveira Sylvia
- Oliveira Ykaro
- Orlandini Priscila
- Orsolano Guilherme
- Pacífico Ricardo
- Paglia Isis
- Paiva Gabrielle C.P.
- Paixão Liliane
- Pastore José F.B.
- Pastore Mayara
- Pastori Tamara
- Paucar Jenny O.A.
- Paula‐souza Juliana
- Pederneiras Leandro
- Peichoto Myriam
- Peixoto Ariane l.
- Pell Susan
- Pellegrini Marco O.O.
- Pena Nelson T.L.
- Pennington Richard
- Peralta Denilson
- Pereira Amanda P.N.
- Pereira Andreza S.S.
- Pereira Jovani B.S.
- Pereira Maria
- Pereira Paulo E.E.
- Pereira Sidney
- Pereira‐silva Rafaela
- Perez Ana P.F.
- Pessoa Cleiton
- Pessoa Clenia
- Pessoa Edlley
- Pessoa Maria C.R.
- Petrongari Fernanda
- Philbrick Thomas
- Pignal Marc
- Pimenta Karena
- Pinto Rafael
- Pioner Natália
- Pirani José
- Pizzardo Raquel
- Plos Anabela
- Ponce Marta
- Pontes Juliana
- Pontes Ricardo A.S.
- Pontes Tiago
- Pontes‐pires Aline
- Pott Vali
- Prado Jefferson
- Prado Thainá
- Praia Talita
- Prance Ghillean
- Prange Carolina
- Prata Ana P.N.
- Prochazka Luana
- Proença Carolyn E.B.
- Prudêncio Renato X.A.
- Pscheidt Allan
- Quaresma Aclebia
- Quaresma Aline
- Queiroz George
- Queiroz Luciano
- Queiroz Rubens
- Quinet Alexandre
- Ramos Eliana
- Ramos Geraldo J.P.
- Rando Juliana
- Rebouças Natanael
- Reginato Marcelo
- Reis Miguel M.R.
- Reis Priscila
- Reis‐silva Genilson
- Ribas Osmar
- Ribeiro André R.O.
- Ribeiro Carolina l.
- Ribeiro José E.L.S.
- Ribeiro Michel
- Ribeiro Pétala
- Ribeiro Rayane T.M.
- Ribeiro Ricardo
- Ribeiro Rogério
- Riina Ricarda
- Ritter Mara
- Rivadavia Fernando
- Rivera Vanessa l.
- Rizzo Beatriz
- Rocha Antônio E.S.
- Rocha Lamarck
- Rocha Maria J.R.
- Rodrigues Carine
- Rodrigues Christchellyn
- Rodrigues Izabella M.C.
- Rodrigues Marianna
- Rodrigues Rodrigo Sampaio
- Rodrigues Rodrigo Schütz
- Rodríguez Juan F.C.
- Rodríguez Pedro
- Rollim Isis
- Romanini Rebeca
- Romero María
- Romero Rosana
- Romão Gerson
- Romão Marcos V.V.
- Roque Nádia
- Rosa Bárbara
- Rosa Patrícia
- Rosa Priscila
- Rossa Iago
- Rossetto Elson F.S.
- Rossi Lucia
- Rossini Josiene
- Rosário Alessandro
- Royer Carla
- Rua Gabriel
- Saavedra Mariana
- Saka Mariana
- Sakuragui Cassia
- Salas Roberto
- Sales Margareth
- Salgado Vanina
- Salimena Fátima R.G.
- Salino Alexandre
- Salvador Rafael
- Sampaio Daniela
- Sancho Gisela
- Sano Paulo
- Santana Jéssica C.O.
- Santana Karoline
- Santana Mariana
- Santiago Augusto C.P.
- Santos Alessandra
- Santos Amanda P.B.
- Santos Ana C.A.S.
- Santos Andrea K.A.
- Santos Carlos A.G.
- Santos Emanuelle l.
- Santos Felipe
- Santos Fernanda
- Santos João U.M.
- Santos Karin
- Santos Leidiana l.
- Santos Matheus
- Santos Otilene
- Santos Rafaela
- Santos Renata G.P.
- Santos Thaíla V.A.
- Santos Thiago
- Santos Vanessa
- Santos‐silva Fernanda
- Santos‐silva Juliana
- Saraiva Deisy
- Sarkinen Tiina
- Sartori Ângela l.B.
- Sassone Agostina
- Sauthier Luana
- Scalon Viviane
- Scatigna André
- Schaefer Juliana
- Scheidegger Najla M.B.
- Schliewe Marcos
- Schmidt Eduard D.L.
- Schneider Angelo
- Schneider Layla J.C.
- Schuettpelz Eric
- Schwartsburd Pedro
- Schwarz Elizabeth
- Scudeler Ana l.
- Sebastiani Renata
- Secco Ricardo
- Secretti Elisangela
- Segalla Rosane
- Seleme Elidiene
- Semir João
- Senna Luisa
- Setubal Robberson
- Shimizu Gustavo
- Shirasuna Regina
- Silva Filho Pedro J.S.
- Silva Adaíses S.M.
- Silva Aline V.M.
- Silva Amanda l.
- Silva Anádria
- Silva Caroline C.A.
- Silva Cassio
- Silva Christian
- Silva Cintia
- Silva Diego
- Silva Dilana
- Silva Fabio
- Silva Fernanda
- Silva Francismeire
- Silva Gabriel
- Silva Gledson
- Silva Guilherme
- Silva Gustavo H.L.
- Silva João P.S.
- Silva Juliana l.
- Silva Juliene F.M.
- Silva Leonardo
- Silva Lucas
- Silva Luciana
- Silva Luiza
- Silva Marcio R.P.
- Silva Marcos
- Silva Marcus F.O.
- Silva Maria S.D.
- Silva Maria l.B.
- Silva Márcio
- Silva Nilda M.F.
- Silva Otávio l.M.
- Silva Rafael
- Silva Raphael
- Silva Renata S.A.
- Silva Renato
- Silva Ronaldo
- Silva Saura
- Silva Suelma
- Silva Tatiane
- Silva Thaynara
- Silva Tânia R.S.
- Silva Wanderson l.S.
- Silva‐castro Milene
- Silva‐cobra Gisele
- Silva‐gonçalves Kelly
- Silveira Fernanda
- Silveira João
- Silveira Thamyres
- Simon Marcelo
- Simão‐bianchini Rosangela.
- Simões Ana
- Simões André
- Siniscalchi Carolina
- Siqueira Carlos
- Smidt Eric
- Smith Alan
- Smith Nathan
- Snak Cristiane
- Soares Abel E.R.
- Soares Arthur
- Soares Edson l.C.
- Soares Kelen
- Soares Luanda
- Soares Marcos V.B.
- Soares Maria l.C.
- Soares Polyana
- Soares Raimundo
- Sobrado Sandra
- Sobral Marcos
- Somner Genise
- Sothers Cynthia
- Sousa Ana A.C.
- Sousa Danilo J.L.
- Sousa Francisco
- Sousa Gardene
- Sousa Hian C.F.
- Sousa Leandro O.F.
- Sousa Mayco W.S.
- Sousa Valdeci
- Souza Aline
- Souza Bruno
- Souza Elnatan
- Souza Filipe
- Souza Luzia
- Souza Marcelo
- Souza Maria A.D.
- Souza Raquel M.B.S.
- Souza Vinicius
- Souza Élvia
- Souza‐buturi Fátima
- Spina Andréa
- Stadnik Aline M.S.
- Staggemeier Vanessa
- Stapf María N.S.
- Stefano Rodrigo
- Stehmann João Renato
- Stern Stephen
- Streher Nathália
- Suchoronczek Andréia
- Sundue Michael
- Sylvestre Lana
- Sá Cyl F.C.
- São‐mateus Wallace M.B.
- Takeuchi Cátia
- Tardivo Rosângela
- Taylor Nigel
- Teixeira Michella D.R.
- Teles Aristônio
- Temponi Livia
- Thode Verônica
- Thomas William
- Tierno Lorena
- Tissot‐squalli Mara
- Toledo Cássio A.P.
- Torke Benjamin
- Torres Alicia
- Torres Daniela S.C.
- Torres‐leite Filipe
- Tozzi Ana M.G.A.
- Trad Rafaela
- Trevisan Rafael
- Trierveiler‐pereira Larissa
- Trovó Marcelo
- Tuler Amélia
- Tyrrell Christopher
- Udulutsch Renata
- Uribbe Fernando
- Vahl Daiane
- Valadares Rodrigo
- Valdemarin Karinne
- Valduga Eduardo
- Valente Emilia
- Valls Jose F.M.
- van den Berg Cássio
- Vasconcelos Liziane
- Vasconcelos Thaís N.C.
- Vasques Diego
- Vaz Angela M.S.F.
- Versiane Ana F.A.
- Versieux Leonardo
- Via Do Pico Gisela
- Viana Pedro l.
- Vianna Filho Marcelo D.M.
- Vianna Suelen
- Vidal João
- Vidal Kaio V.A.
- Vieira Fábio C.S.
- Vieira Jaqueline
- Vieira João P.S.
- Vieira Lucas l.A.
- Vieira Tamara A.F.
- Vieira Tiago l.
- Viera‐barreto Jéssica
- Vignoli‐silva Márcia
- Vilas Bôas‐bastos Silvana
- Villarreal Juan
- Vincent Michael
- Vita Marcela
- Vitta Fabio
- Viveros Raquel
- Viviurka Fernanda
- Vogel Ely Cleusa
- Volet Danilo
- Völtz Rafael
- Wallnöfer Bruno
- Walter Bruno M.T.
- Wanderley Maria G.L.
- Watanabe Mauricio T.C.
- Weber Philipy A.P.
- Weigend Maximilian
- Welker Cassiano A.D.
- Windisch Paulo
- Yoshikawa Vania
- Zamengo Henrique
- Zanatta Maria R.V.
- Zannin Ana
- Zappi Daniela
- Zeferino Laís
- Zelenski Andréia
- Zimbrão Geraldo
- Zuloaga Fernando
- Zuntini Alexandre
- Ângulo María
- Publication venue
- 'Wiley'
- Publication date
- 01/01/2022
- Field of study
International audienceThe shortage of reliable primary taxonomic data limits the description of biological taxa and the understanding of biodiversity patterns and processes, complicating biogeographical, ecological, and evolutionary studies. This deficit creates a significant taxonomic impediment to biodiversity research and conservation planning. The taxonomic impediment and the biodiversity crisis are widely recognized, highlighting the urgent need for reliable taxonomic data. Over the past decade, numerous countries worldwide have devoted considerable effort to Target 1 of the Global Strategy for Plant Conservation (GSPC), which called for the preparation of a working list of all known plant species by 2010 and an online world Flora by 2020. Brazil is a megadiverse country, home to more of the world's known plant species than any other country. Despite that, Flora Brasiliensis, concluded in 1906, was the last comprehensive treatment of the Brazilian flora. The lack of accurate estimates of the number of species of algae, fungi, and plants occurring in Brazil contributes to the prevailing taxonomic impediment and delays progress towards the GSPC targets. Over the past 12 years, a legion of taxonomists motivated to meet Target 1 of the GSPC, worked together to gather and integrate knowledge on the algal, plant, and fungal diversity of Brazil. Overall, a team of about 980 taxonomists joined efforts in a highly collaborative project that used cybertaxonomy to prepare an updated Flora of Brazil, showing the power of scientific collaboration to reach ambitious goals. This paper presents an overview of the Brazilian Flora 2020 and provides taxonomic and spatial updates on the algae, fungi, and plants found in one of the world's most biodiverse countries. We further identify collection gaps and summarize future goals that extend beyond 2020. Our results show that Brazil is home to 46,975 native species of algae, fungi, and plants, of which 19,669 are endemic to the country. The data compiled to date suggests that the Atlantic Rainforest might be the most diverse Brazilian domain for all plant groups except gymnosperms, which are most diverse in the Amazon. However, scientific knowledge of Brazilian diversity is still unequally distributed, with the Atlantic Rainforest and the Cerrado being the most intensively sampled and studied biomes in the country. In times of “scientific reductionism”, with botanical and mycological sciences suffering pervasive depreciation in recent decades, the first online Flora of Brazil 2020 significantly enhanced the quality and quantity of taxonomic data available for algae, fungi, and plants from Brazil. This project also made all the information freely available online, providing a firm foundation for future research and for the management, conservation, and sustainable use of the Brazilian funga and flora
Health-status outcomes with invasive or conservative care in coronary disease
- Author
- Alexander K.P.
- Baloch K.
- Bangalore S.
- Boden W.E.
- Cohen D.J.
- Diaz A.
- Gosselin G.
- Harrell F.E.
- Hochman J.S.
- ISCHEMIA Research Group: Joseph Ricci A Tello Montoliu, A I Robero Aniorte, Abbey Mulder, Abhay A Laddu, Abhinav Goyal, Abhishek Dubey, Abhishek Goyal, Abigail Knighton, Abraham Oomman, Adam J Jaskowiak, Adam Kolodziej, Adam Witkowski, Adnan Hameed, Adriana Anesini, Afshan Hussain, Agne Juceviciene, Agne Urboniene, Agnes Jakal, Agnieszka Szramowska, Ahmad Khairuddin, Ahmed Abdel-Latif, Ahmed Adel, Ahmed Aljzeeri, Ahmed Kamal, Ahmed Talaat, Aimee Mann, Aira Contreras, Ajit Kumar, V K Kumar, Akemi Furukawa, Akshay Bagai, Akvile Smigelskaite, Alain Furber, Alain Rheault, Alaine Melanie Loehr, Alan Rosen, Albert Varga, Albertina Qelaj, Alberto Barioli, Aldo Russo, Alec Moorman, Alejandro Gisbert, Aleksandra Fratczak, Aleksandras Laucevicius, Alena Kuleshova, Alessandro Sionis, Alexander A Sirker, Alexander M Chernyavskiy, Alexandra Craft, Alexandra Vazquez, Alexandre Ciappina Hueb, Alexandre S Colafranseschi, Alexandre Schaan de Quadros, Alexandre Tognon, Ali Alghamdi, Alice Manica Muller, Aline Nogueira Raba\ue7a, Aline Peixoto Deiro, Alison Hallam, Allegra Stone, Allison Schley, Almudena Castro, Alvaro Rabelo Ales, Amanda Germann, Amanda O'Malley, Amar Uxa, Amarachi Ojajuni, Amarino C Oliveira Jr, Amber B Hull, Ambuj Roy, Amer Zarka, Amir Janmohamed, Ammani Brown, Ammy Malinay, Amparo Martinez Monzonis, Amy J Richards, Amy Iskandrian, Amy Ollinger, Ana D Djordjevic-Dikic, Ana Fern\ue1ndez Mart\uednez, Ana Gomes Almeida, Ana Paula Batista, Ana Rita Francisco, Ana S Mladenovic, Ana Santana, Anam Siddiqui, Anastasia M Kuzmina-Krutetskaya, Andras Vertes, Andre S Sousa, Andre Gabriel, Andr\ue9 Schmidt, Andrea M Lundeen, Andrea Bartykowszki, Andrea Lorimer, Andrea Mortara, Andrea Pascual, Andreia Coelho, Andreia Rocha, Andr\ue9s Garc\ueda-Rinc\uf3n, Andrew G Howarth, Andrew J Moriarty, Andrew Docherty, Andrew Starovoytov, Andrew Zurick, Andrzej \u141abyk, Andrzej Swiatkowski, Andy Lam, Anelise Kawakami, Angela Hoye, Angela Kim, Angelique Smit, Angelo Nobre, Anil V Shah, Anja Ljubez, Anjali Anand, Ankush Sachdeva, Ann Greenberg, Ann Luyten, Ann Ostrander, Anna Di Donato, Anna Cichocka-Radwan, Anna Fojt, Anna Plachcinska, Anna Proietti, Anna Teresinska, Anne Marie Webb, Anne Cartwright, Anne Heath, Anne Mackin, Anong Amaritakomol, Anong Chaiyasri, Anoop Chauhan, Anoop Mathew, Anthony Gemignani, Anto Luigi Andres, Antonia Vega, Antonietta Hansen, Antonino Ginel Iglesias, Antonio Carlos Carvalho, Antonio Di Chiara, Antonio Serra Pe\uf1aranda, Antonio Carvalho, Antonio Colombo, Antonio Fiarresga, Anupama Rao, Aquiles Valdespino-Estrada, Araceli Boan, Areef Ishani, Ariel Diaz, Arijit Ghosh, Arintaya Prommintikul, Arline Roberts, Arnold H Seto, Arnold P Good, Arshed Quyyumi, Arthur J Labovitz, Arthur Kerner, Arturo S Campos-Santaolalla, Arunima Misra, Ashok Mukherjee, Ashok Seth, Ashraf Seedhom, Asim N Cheema, Asker Ahmed, Atul Mathur, Atul Verma, Audrey W Leong, Axel \uc5kerblom, Axelle Fuentes, Aynun Naher, Badhma Valaiyapathi, Baljeet Kaur, Bandula Guruge, Barbara Brzezi\u144ska, Barbara Nardi, Bartosz Czarniak, Bebek Singh, Bego\uf1a Igual, Bela Merkely, Belen Cid Alvarez, Benjamin J Spooner, Benjamin J W Chow, Benjamin Cheong, Benoy N Shah, Bernard de Bruyne, Bernardas Valecka, Bernhard J\ue4ger, Beth A Archer, Beth Abramson, Beth Jorgenson, Bethany Harvey, Betsy O'Neal, Bev Atkinson, Bev Bozek, Bevin Lang, Bijulal Sasidharan, Bin Yang, Bin Zhang, Binoy Mannekkattukudy Kurian, Bjoern Goebel, Bob Hu, Bogdan A Popescu, Bogdan Crnokrak, Bolin Zhu, Bonnie J Kirby, Brandi D Zimbelman, Brandy Starks, Branko D Beleslin, Brenda Hart, Brian P Shapiro, Brian McCandless, Brianna Wisniewski, Brigham R Smith, Brooks Mirrer, Bruce McManus, Bruce Rutkin, Bruna Edilena Paulino, Bruna Maria Ascoli, Bryn Smith, Byron J Allen, C Michael Gibson, C Noel Bairey Merz, Calin Pop, Cameron Hague, Camila Thais de Ormundo, Candace Gopaul, Candice P Edillo, Car\uedsi A Polanczyk, Carita Krannila, Carla Vicente, Carl-\uc9ric Gagn\ue9, Carlo Briguori, Carlos Pe\uf1a Gil, Carlos Alvarez, Carly Ohmart, Carmen C Beladan, Carmen Ginghina, Carol M Kartje, Caroline Alsweiler, Caroline Brown, Caroline Callison, Caroline Pinheiro, Caroline Rodgers, Caroline Spindler, Carolyn Corbett, Carrie Drum, Casey Riedberger, Catherine Bone, Catherine Fleming, Catherine Gordon, Catherine Jahrsdorfer, Catherine Lemay, Catherine Weick, Cathrine Patten, Cecilia Goletto, Cezary Kepka, Chandini Suvarna, Chang Xu, Chantale Mercure, Charle A Viljoen, Charlene Wiyarand, Charles Jia-Yin Hou, Charles Y Lui, Charles Cannan, Charles Cornet, Charlotte Pirro, Chataroon Rimsukcharoenchai, Chen Wang, Cheng-Ting Tsai, Chen-Yen Chien, Cheryl A Allardyce, Chester M Hedgepeth, Chetan Patel, Chiara Attanasio, Chih-Hsuan Yen, Chi-Ming Chow, Ching Min Er, Ching-Ching Ong, Cholenahally Nanjappa Manjunath, Chris Beck, Chris Buller, Christel Vassaliere, Christian Hamm, Christiano Caldeira, Christie Ballantyne, Christina Bj\uf6rklund, Christine R Hinton, Christine Bergeron, Christine Masson, Christine Roraff, Christine Shelley, Christophe Laure, Christophe Thuaire, Christopher Kinsey, Christopher McFarren, Christopher Spizzieri, Christopher Travill, Chun-Chieh Liu, Chung-Lieh Hung, Chunguang Li, Chun-Ho Yun, Chunli Xia, Ciarra Heard, Cidney Schultz, Clare Venn-Edmonds, Claudia P Hochberg, Claudia Wegmayr, Claudia Cort\ue9s, Claudia Escobar, Cl\ue1udia Freixo, Claudio T Mesquita, Clemens T Kadalie, Colin Berry, Constance Philander, Corine Thobois, Costantino Costantini, Courtney Page, Craig Atkinson, Craig Barr, Craig Paterson, Cristina Bare, Cynthia Baumann, Cynthia Burman, Dalisa Espinosa, Damien Collison, Dan Deleanu, Dan Elian, Dan Gao, Dana Oliver, Daniel P Vezina, Daniel O'Rourke, Daniele Komar, Danielle Schade, Darrel P Francis, Dastan Malaev, David A Bull, David E Winchester, David P Faxon, David Booth, David Cohen, David DeMets, David Foo, David Schlichting, David Taggart, David Waters, David Wohns, Davis Vo, Dawid Teodorczyk, Dawn Shelstad, Dawn Turnbull, Dayuan Li, Dean Kereiakes, Deborah O'Neill, Deborah Yip, Debra K Johnson, Debra Dees, Deepak L Bhatt, Deepika Gopal, Deepti Kumar, Deirdre Mattina, Deirdre Murphy, Delano R Small, Delsa K Rose, Dengke Jiang, Denis Carl Phaneuf, Denise Braganza, Denise Fine, Derek Cyr, Desiree Tobin, Diana Cukali, Diana Parra, Diane Camara, Diane Minshall Liu, Diego Adri\ue1n Vences, Diego Franca de Cunha, Dimitrios Stournaras, Dipti Patel, Dongze Li, Donna Exley, Dorit Grahl, Dragana Stanojevic, Duarte Cacela, Dwayne S G Conway, E Pinar Bermudez, Eapen Punnoose, Edgar L Tay, Edgar Karanjah, Edoardo Verna, Eduardo Hernandez-Rangel, Edward D Nicol, Edward O McFalls, Edward T Martin, Edyta Kaczmarska, Ekaterina I Lubinskaya, Elena A Demchenko, Elena Refoyo Salicio, Eli Feen, Elih\ufa Dur\ue1n-Cort\ue9s, Elisabeth M Janzen, Elise L Hannemann, Elise van Dongen, Elissa Restelli Piloto, Eliza Kaplan, Elizabeta Srbinovska Kostovska, Elizabeth Capasso-Gulve, Elizabeth Congdon, Elizabeth Ferguson, Elizaveta V Zbyshevskaya, Ellen Magedanz, Ellie Fridell, Ellis W Lader, Elvin Kedhi, Emanuela Racca, Emilie Tachot, Emily DeRosa, Encarnaci\uf3n Alonso-\uc1lvarez, Eric Nicollet, Eric Peterson, Erick Alex\ue1nderson Rosas, Erick Donato Morales, Erin Orvis, Ermina Moga, Estelle Montpetit, Estevao Figueiredo, Eugene Passamani, Eugenia Nikolsky, Eunice Yeoh, Evgeniy I Kretov, Ewa Szczerba, Ewelina Wojtala, Expedito Eust\ue1quio Ribeiro Silva, F Marin Ortu\uf1o, Fabio R Farias, Fabio Fimiani, Fabrizio Rolfo, Fa-Chang Yu, Fadi Hage, Fadi Matar, Fahim Haider Jafary, Fang Feng, Fang Liu, Fatima Ranjbaran, Fatima Rodriguez, Fausto J Pinto, Fauzia Rashid, Federica Ramani, Fei Wang, Fernanda Igansi, Filipa Silva, Filippo Ottani, Fiona Haines, Firas Al Solaiman, Fl\ue1via Egydio, Flavio Lyra, Florian Egger, Fran Farquharson, Frances Laube, Francesc Carreras Costa, Francesca de Micco, Francesca Bianchini, Francesca Pezzetta, Francesca Pietrucci, Francesco Orso, Francesco Pisano, Francis Burt, Francisca Patuleia Figueiras, Francisco Fernandez-Aviles, Francois Pierre Mongeon, Frans Van de Werf, Franziska Guenther, Fraser N Witherow, Fred Mohr, Frederico Dall'Orto, Fumiyuki Otsuka, G De La Morena, G Karthikeyan, Gabor Dekany, Gabor Kerecsen, Gabriel Galeote, Gabriel Grossmann, Gabriel Vorobiof, Gabriela Sanchez de Souza, Gabriela Guzman, Gabriela Zeballos, Gabriele Gabrielli, Gabriele Jakl-Kotauschek, Gail A Shammas, Gail Brandt, Gang Chen, Gary E Lane, Gary J Luckasen, Gautam Sharma, Gelmina Mikolaitiene, Gennie Yee, Georg Nickenig, George E Revtyak, George J Juang, Gerald Fletcher, Gerald Leonard, Gerard Patrick Devlin, Gerard Esposito, Gergely \uc1goston, Gervasio Lamas, Geza Fontos, Ghada Mikhail, Gia Cobb, Gian Piero Perna, Gianpiero Leone, Giles Roditi, Gilles Barone-Rochette, Girish Mishra, Giuseppe Tarantini, Glenda Wong, Glenn S Hamroff, Glenn Rayos, Gong Cheng, Gonzalo Barge-Caballero, Goran Davidovi\u107, Goran Stankovic, Gordana Stevanovic, Grace Jingyan Wang, Grace M Young, Graceanne Wayser, Graciela Scaro, Graham S Hillis, Graham Wong, Grazyna Anna Szulczyk, Gregor Simonis, Gregory Kumkumian, Gretchen Ann Peichel, Grzegorz Gajos, Gudrun Steinmaurer, Guilherme G Rucatti, Guilherme Portugal, Guilhermina Cantinho Lopes, Guillem Pons Llad\uf3, Gunnar Frostfelt, Gurpreet S Wander, Gurpreet Gulati, Gustavo Pucci, Hafidz Abd Hadi, Haibo Zhang, Haitao Wang, Halina Marciniak, Han Chen, Hanan Kerr, Hani Najm, Hanna Douglas, Hannah Phillips, Hao Dai, Haojian Dong, Haqeel Jamil, Harikrishnan Sivadasanpillai, Harry Suryapranata, Hassan Reda, Hayley Pomeroy, Heather Barrentine, Heather Golden, Heather Hurlburt, Heidi Wilson, Helen C Tucker, Helene Abergel, Hemalata Siddaram, Hermine Osseni, Herwig Schuchlenz, Hesong Zeng, Hicham Skali, Hilda Solomon, Hollie Horton, Holly Hetrick, Holly Little, Holly Park, Hongjie Chi, Hossam Mahrous, Howard A Levite, Hristo Pejkov, Huajun Li, Hugo Bloise-Adames, Hugo Marques, Hui Zhong, Hui-Min Zhang, Humayrah Hashim, Hung-I Yeh, Hussien El Fishawy, Ian Webb, Iftikhar Kullo, Igor O Grazhdankin, Ihab Hamzeh, Ikraam Hassan, Ikuko Ueda, Ileana L Pina, Ilona Tamasauskiene, Ilse Bouwhuis, Imran Arif, Ina Wenzelburger, In\ueas Zimbarra Cabrita, Ines Rodrigues, Inga H Robbins, Inga Soveri, Ingela Schnittger, Iqbal Karimullah, Ira M Dauber, Iram Rehman, Irena Peovska Mitevska, Irene Marthe Lang, Irina Subbotina, Irma Kalibataite-Rutkauskiene, Irni Yusnida, Isabel Estela Carvajal, Isabella C Palazzo, Isabelle Hogan, Isabelle Roy, Ishba Syed, Ishita Tejani, Ivan A Naryshkin, Ivana Jankovic, Iwona Niedzwiecka, J David Knight, Jacek Kusmierek, Jackie M White, Jackie Chow, Jacob Udell, Jacqueline E Tamis-Holland, Jacqueline Fannon, Jacquelyn A Quin, Jacquelyn Do, Jaekyeong Heo, Jakub Maksym, James E Davies, James H O'Keefe Jr, James J Jang, James Cha, James Harrison, James Hirsch, James Stafford, James Tatoulis, Jamie Rankin, Jan Henzel, Jan Orga, Jana Tancredi, Janaina Oliveira, Jane Burton, Jane Eckstein, Jane Marucci, Janet P Knight, Janet Blount, Janet Halliday, Janetta Kourzenkova, Janitha Raj, Jan-Malte Sinning, Jaqueline Pozzibon, Jaroslaw Drozdz, Jaroslaw Karwowski, Jason D Glover, Jason Loh Kwok, Jason T Call, Jason Linefsky, Jassira Gomes, Jati Anumpa, Javier J Garcia, Javier Courtis, Jay Meisner, K Jayakumar, Jayne Scales, Jean E Denaro, Jean Michel Juliard, Jean Ho, Jeanette K Stansborough, Jean-Michel Juliard, Jeanne Russo, Jeannette J M Schoep, Jeet Thambyrajah, Jeff Leimberger, Jeffery A Breall, Jeffrey A Kohn, Jeffrey C Milliken, Jeffrey Anderson, Jeffrey Blume, Jeffrey Kanters, Jeffrey Lorin, Jeffrey Moses, Jelena J Stepanovic, Jelena Celutkiene, Jelena Djokic, Jelena Stojkovic, Jenne M Jose, Jenne Manchery, Jennifer A Mull, Jennifer H Czerniak, Jennifer L Stanford, Jennifer Gillis, Jennifer Horst, Jennifer Isaacs, Jennifer Langdon, Jennifer Thomson, Jennifer Tomfohr, Jennifer White, Jen-Yuan Kuo, Jeremy Rautureau, Jerome Fleg, Jessica Berg, Jessica Rodriguez, Jessica Waldron, Jhina Patro, Jia Li, Jiajia Mao, Jiamin Liu, Jian'an Wang, Jianhua Li, Jianxin Zhang, Jie Qi, Jihyun Lyo, Jill Marcus, Jim Blankenship, Jing Zhang, Jingjing Liu, Jing-Yao Fan, Jiun-Yi Li, Jiwan Pradhan, Jiyan Chen, J M Rivera Caravaca, Jo Evans, Joan Garcia Picart, Joan Hecht, Joanna Jaroch, Joanna Zalewska, Joanne Kelly, Joanne Taaffe, Jo\ue3o Reynaldo Abbud, Jo\ue3o V Vitola, Joaqu\uedn V Pe\uf1afiel, Jocelyne Benatar, Jody Bindeman, Joe Sabik, Joel Klitch, Johann Christopher, Johannes Aspberg, John D Friedman, John F Beltrame, John F Heitner, John Joseph Graham, John R Davies, John Doan, John Kotter, John Kurian, John Mukai, John Pownall, Jolanta Sobolewska, Jon Kobashigawa, Jonathan L Goldberg, Jonathan W Bazeley, Jonathan Byrne, Jonathan Himmelfarb, Jonathan Leipsic, Jonean Thorsen, Jorge F Trejo Gutierrez, Jorge Escobedo, Jorik Timmer, Jos\ue9 A Ortega-Ram\uedrez, Jos\ue9 Antonio Marin-Neto, Jose D Salas, Jose Enrique Castillo, Jose Francisco Saraiva, Jos\ue9 J Cuenca-Castillo, Jose L Diez, Jos\ue9 Luis Narro Villanueva, Jos\ue9 Luiz da Vieira, Jos\ue9 M Flores-Palacios, Jose Ramon Gonzalez, Jose Seijas Amigo, Jose Fragata, Josep Maria Padr\uf3, Josheph F X McGarvey Jr, Joseph Hannan, Joseph Sacco, Joseph Sweeny, Joseph Wiesel, Josephine D Abraham, Joshua P Loh, Joy Burkhardt, Joyce R White, Joyce Riestenberg-Smith, Judit Sebo, Judith L Meadows, Judith Wright, Judy Mae Foltz, Judy Hung, Judy Otis, Juergen Stumpf, Jui-Peng Tsai, Julia S Dionne, Julia de Aveiro Morata, Julie Bunke, Julie Morrow, Julio C\ue9sar Figal, Jun Fujita, Jun Jiang, Junhua Li, Junqing Yang, Juntima Euathrongchit, Jyotsna Garg, K Manjula Rani, K Preethi, Kaatje Goetschalckx, Kai Eggers, Kamalakar Surineni, Kanae Hirase, T R Kapilamoorthy, Karen Calfas, Karen Gratrix, Karen Hallett, Karen Hultberg, Karen Nugent, Karen Petrosyan, Karen Swan, Karolina Kryczka, Karolina Wojtczak-Soska, Karolina Wojtera, Karsten Lenk, Karthik Ramasamy, Katarzyna \u141uczak, Katarzyna Malinowska, Kate Pointon, Kate Robb, Katherine Martin, Kathleen Claes, Kathryn Carruthers, Kathy E Siegel, Katia Drouin, Katie Fowler-Lehman, Kavita Rawat, Kay Rowe, Keiichi Fukuda, Keith A A Fox, Ken Mahaffey, Kendra Unterbrink, Kenneth Giedd, Kerrie Van Loo, Kerry Lee, Kerstin Bonin, Kevin R Bainey, Kevin T Harley, Kevin Anstrom, Kevin Chan, Kevin Croce, Kevin Landolfo, Kevin Marzo, Keyur Patel, Khaled Abdul-Nour, Khaled Alfakih, Khaled Dajani, Khaled Ziada, Khaula Baloch, Khrystyna Kushniriuk, Kian-Keong Poh, Kim F Ireland, Kim Holland, Kimberly Ann Byrne, Kimberly E Halverson, Kimberly Elmore, Kimberly Miller-Cox, Kiran Reddy, Kirsten J Quiles, Kirsty Abercrombie, Klaus Matschke, Konrad Szymczyk, Koo Hui Chan, Kotiboinna Preethi, Kozhaya Sokhon, Krissada Meemuk, Kristian Thygesen, Kristin M Salmi, Kristin Newby, Kristina Wippler, Kristine Arges, Kristine Teoh, Krystal Etherington, Krystyna \u141oboz-Grudzie\u144, Krzysztof W Reczuch, Krzysztof Bury, Krzysztof Drzymalski, Krzysztof Kuku\u142a, Kuo-Tzu Sung, Kurt Huber, Ladda Douangvila, Lance Sullenberger, Larissa Miranda Trama, Laszlone Matics, Laura Drew, Laura Flint, Laura Keinaite, Laura Sarti, Laurel Kolakaluri, Lawrence M Phillips, Lawrence Friedman, Lawrence Phillips, Lazar Velicki, Leah Howell, Leandro C Maranan, Leanne Cox, Ledjalem Daba, Lei Zhang, Lekshmi Dharmarajan, Leo Bockeria, Leonardo Pizzol Caetano, Leonardo Bridi, Leonid L Bershtein, Leszek Sokalski, Li Hai Yan, Li Li, Lia Nijmeijer, Lidia Sousa, Lihong Xu, Lihua Zhang, Lili Zhang, Lilia Schiavi, Lilian Mazza Barbosa, Lillian L Khor, Lina Felix-Stern, Linda L Hall, Linda M Hollenweger, Linda Arcand, Linda Davidson-Ray, Linda Schwarz, Lindsey N Sikora, Lingping Chi, Lino Patricio, Liping Zhang, Lisa Chaytor, Lisa Hatch, Lisa McCloy, Lisa Wong, Liselotte Persson, Lixin Jiang, Liz Low, Ljiljana Pupic, Lo\uefc Bi\ue8re, Lorenzo Monti, Lori Christensen, Lori Pritchard, Loriane Black, Lori-Ann Desimone, Lori-Ann Larmand, Lorraine McGregor, Louise Morby, Louise Thomson, Luc Harvey, Luciana de P\ue1dua Baptista, Lucilla Garcia, Ludivine Eliahou, Ludmila Helmer, Luis F Smidt, Luis Bernanrdes, Luis Guzman, Luiz A Carvalho, Luyang Xiong, Lynette L Teo, Lynn M Neeson, Lynne Winstanley, M Barbara Srichai-Parsia, M Quintana Giner, M Sowjanya Reddy, M Vald\ue9s Ch\ue1varri, M Grazia Rossi, Maarten Simoons, Maayan Konigstein, Maciej Lesiak, Maciej Olsowka, Mafalda Selas, Magalie Corfias, Magdalena Madero Rovalo, Magdalena \u141anocha, Magdalena Miller, Magdalena Misztal-Teodorczyk, Magdalena Rantinella, Magdy Abdelhamid, Magnolia Jimenez, Mahboob Alam, Mahevamma Mylarappa, Mahfouz El Shahawy, Mahmoud Mohamed, Mahmud Al-Bustami, Majo X Joseph, Malgorzata Frach, Ma\u142gorzta Celi\u144ska-Spodar, Malte Helm, Manas Chacko, Mandy Murphy, Manitha Vinod, Manjula Rani, Manu Dhawan, Manuela Mombelli, Marcel Weber, Marcello Galvani, Marcelo Jamus Rodrigues, Marcia F Dubin, Marcia F Werner Bayer, Marcin Szkopiak, Marco Antonio Monsalve, Marco Bizzaro Santos, Marco Magnoni, Marco Marini, Marco Sicuro, Marco Zenati, Marcos Val\ue9rio Coimbra Resende, Marek Roik, Margalit Bentzvi, Margaret Gilsenan, Margaret Iraola, Margot C Quinn, Maria A Alfonso, Maria Antonieta Pereira Moraes, Mar\ueda Dolores Mart\uednez-Ru\uedz, Mar\ueda Fernanda Canales, Maria In\ueas Caetano, Maria P Corral, Maria P\ue9rez Garc\ueda, Maria Victoria Actis, Maria Aguirre, Maria Andreasson, Maria Aprile, Maria Colton, Maria Eugenia Martin, Maria Lasala, Maria Lorenzo, Maria Posada, Maria Shier, Maria Thottam, Mariana V Furtado, Mariana Yumi Okada, Marianna D A Dracoulakis, Marianne De Andrade, Mariano Rubio, Marie Essermark, Marielle Scherrer-Crosbie, Marija T Petrovic, Marija Zdravkovic, Marilyn Black, Marina Garcia, Mario J Garcia, Mariola Szulik, Marisa Orgera, Mark A de Belder, Mark Harbinson, Mark Hyun, Mark Peterson, Mark Xavier, Marlowe Mosley, Marta Capinha, Marta Marcinkiewicz-Siemion, Marta Swiderek, Martha Meyer, Martina Ceseri, Martina Tricoli, Marvin Kronenberg, Mary Williams, Mary Ann Champagne, Mary Colleen Rogge, Mary R Soltau, Mary Streif, Massimo Villella, Massoud Leesar, Matei Claudia, Mateusz Solecki, Mat\uedas Nicol\ue1s Mungo, Matthew Wall Jr, Matthew Budoff, Matthew Jezior, Matthew Luckie, Matthias Friedrich, Mauren P Haeffner, Maximilian Tscharre, Max-Paul Winter, Mayana Almeida, Mayil S Krishnam, Mayuri Patel, Meenakshi Mishra, Megan Manocchia, Meghana Kakade, Melanie J Munro, Melissa D Chaplin, Melissa LeFevre, Mervyn Andiapen, Michael A Gibson, Michael B Rubens, Michael C Turner, Michael D Shapiro, Michael W Lee, Michael Berlowitz, Michael Davidson, Michael Mack, Michael McDaniel, Michael Mumma, Michal Wlodarczyk, Michel G Khouri, Michel S Slama, Michele Rawlins, Michelle M Bonner, Michelle M Seib, Michelle Chang, Michelle Crowder, Michelle Dixon, Michelle Mayon, Michelle McEvoy, Michelle Yee, Miguel M Fernandes, Miguel Nobre Menezes, Miguel Souto Bayarri, Miguel Barrero, Mikhail T Torosoff, Milan R Dobric, Milan Dobric, Milica Nikola Dekleva, Milind Avdhoot Gadkari, Millie Gomez, Min Tun Kyaw, Miriam Brooks, Miroslav Stevo Martinovic, Mitchel B Lustre, Mohammad Tariq Vakani, Mohammad El-Hajjar, Mohammed Al-Amoodi, Mohammed Hussain, Mohammed Saleem, Mois\ue9s Blanco-Calvo, Mois\ue9s Jim\ue9nez-Santos, Mona Bhatia, Monica Rosca, Monika Laukyte, Montserrat Gracida Blanca, Montserrat Vila Perales, Mouaz H Al-Mallah, Moys\ue9s de Oliveira Filho, Mpiko Ntsekhe, Muhamed Saric, Mulei Chen, Myriam Brousseau, Myrthes Emy Takiuti, Nada Cemerlic-Adjic, Nadia Asif, Nadia Gakou, Nafisa Hussain, Nana O Katamadze, Nancy L Clapp, Nancy Aedy, Nandita Nataraj, Nanette K Wenger, Naomi Uchida, Nasrul Ismail, Natalia S Oliveira, Natalia de Carvalho Maffei, Natalie Spitzer, Natasha C Putnam, Naved Aslam, Neamat Mowafy, Neeraj Pandit, Neeraj Parakh, Nevena Garcevic, Ngaire Meadows, Nhi N Tran, Nicholas Danchin, Nicki Lakeman, Nicola Johnston, Nicolas W Shammas, Nicole Saint Vrestil, Nicole Deming, Nier Zhong, Niket Patel, Nikola N Boskovic, Nikolaos Karogiannis, Nikos Werner, Nina Johnston, Ning Zhang, Ning Zhou, Niree Hindoyan, Nirmal Kumar, Nitika Chadha, Nitish Naik, Nodira Aripova, Noloyiso Mtana, Nona A Eskelson, Noor Syamira Mokhtar, Noppon Taksaudom, Nor Asiah Basri, Nora Marchelletta, Norma Hogg, Nungshi Jungla, Nuno Ferreira, Oksana A Lubyanaya, Olga B Nikolaeva, Olga Ca\uf1avate, Olga Sobrino, Olga Walesiak, Olga Walter, Olga Zdo\u144czyk, Olivia J Lim, Olivia Anaya, Olivia Mancilla, Olivier Dubourg, Olugbenga Bello, Omar Almousalli, Omar Thompson, Oni Olurinde, Or Harel, Osama Raheem, Oscar M\ue9ndiz, 3scar Prada-Delgado, Oz Shapira, P Christian Schulze, Pachara Panpunuan, Pal Maurovich-Horvat, Pallav Garg, Paloma Moraga, Pam Singh, Pamela Julian, Pamela Ouyang, Pamela Sigel, Pamela Woodard, Panpan Zhou, Paola Emanuela Poggio, Paola Smanio, Paolo Calabro, Paramjit Jeetley, Pascal Goube, Patricia K Nguyen, Patricia Alarie, Patricia Arakelian, Patricia Arsenault, Patricia Blaise, Patricia Brito, Patricia Cowper, Patricia Endsley, Patricia Mieses, Patrick B Alexander, Patrick Donnelly, Patrick Wilmot, Patrycja Lebioda, Paul C Gordon, Paul Der Mesropian, Paul Galiwango, Paul Hauptman, Paul Kennedy, Paula Beardsley, Paula Garc\ueda-Gonz\ue1lez, Paulo Cury Rezende, Paulo Ricardo Caramori, Pavel S Kozlov, Pedro Canas Silva, Pedro Gabriel Melo Barros E Silva, Pedro P\uedccaro de Oliveira, Pedro Carvalho, Pedro Modas, Pedro Rio, Peeyush Jain, Peiyu He, Peter A McCullough, Peter H Stone, Peter M Pollak, Peter Douglass, Peter Henriksen, Peter OKane, Peter Ong, Philip Jones, Philip Rogal, Philippe G\ue9n\ue9reux, Philippe Menasche, Philippe Rheault, Phoebe Goold, Pierre Gervais, Pierre Michaud, Pilar Calvillo, Ping Chai, Piotr Jakubowski, Piotr Pruszczyk, Piotr Slomka, Piyamitr Sritara, Poay-Huan Loh, Poonam Sonawane, Pouneh Samadi, Pragnesh P Parikh, Prakash Deedwania, Pranav M Patel, Praneeth Polamuri, Pratiksha Sharma, Precilia Vasquez, Preeti Kamath, Prince Thomas, Priyadarshani Arambam, Puja K Mehta, Purvez Grant, Pushpa Naik, Qi Zhong, Qian Zhao, Qiang Zhou, Qianqian Yuan, Qin Yu, Qingxian Li, Qiulan Xie, Qiutang Zeng, R J Vindhya, R James Gerlach, Rachel King, Rada Vu\u10di\u107, Radmila Lyubarova, Radoslaw Pracon, Raewyn Fisher, Rafael Beyar, Rafael Diaz, Rafael Selgas, Raffaele Bugiardini, Raffaele Fanelli, Raisa Kavalakkat, V S Rajalekshmi, Rajat S Barua, Rajeev Menon, Rajesh Gopalan Nair, Rajesh Francis, Rajiv Narang, Rakesh Yadav, Ralph Alan Huston, T Ramakrishnan, Ramesh de Silva, Rami El Mahmoud, Ramiro Carvalho, Ramon de Jes\ufas-P\ue9rez, Ramona Stevens, Ran Leng, Ranjan Kachru, Ranjit Kumar Nath, Raquel Sanchez, Raven R Dwyer, Raven Lee, Ray Wyman, Raymond C Wong, Raymond W Little, Raymundo Ocaranza Sanchez, Rebecca J Wimmer, Rebecca Bariciano, Rebecca Otis, Rebekah R Herrmann, Reem Yunis, Reinette Hampson, Renato Abdala Karam, Renee C Hessian, Renee Kaneshiro, Reshma Ravindran, Reto Andreas Gamma, Reyna Bhandari, Reza Arsanjani, Ricardo L Lopes, Ricardo Mendes Oliveira, Ricardo Costa, Richa Bhatt, Richard F Davies, Richard H J Trimlett, Richard Goldweit, Rik Hermanides, Rine Nakanishi, Rinu R Sidh, Risha Patel, Rita Coram, Rizwan A Siddiqui, Rob S Beanlands, Robert J Hamburger, Robert K Riezebos, Robert M Donnino, Robert Bojar, Robert Chilton, Robert Guyton, Robert Henderson, Robert Kornberg, Robert Leber, Robert Mao, Robert Stenberg, Roberta P Santos, Roberto Ren\ue9 Favaloro, Roberto Amati, Rodolfo G S D Lima, Rodrigo J Cerci, Rogerio Tumelero, Rohit Tandon, Roma Tewari, Romalisa Miranda-Peats, Ron Wald, Ronald A Mastouri, Ronald G Morford, Ronald G Schwartz, Ronald P Pedalino, Rongrong Hu, Ronnell A Hansen, Ronny A Cohen, Rory Hachamovitch, Rosa Homem, Rosa Sandonato, Rosane Laimer, Rosann Gans, Roxanne Yost, Roy Mathew, Rub\ue9n Bale\uf3n-Espinosa, Ruben Ramos, Rubine Gevorgyan, Rui Ferreira, Rui Jing, Ruth P\ue9rez-Fern\ue1ndez, S K Dwivedi, S Ramakrishnan, Saadat Khan, Sabahat Bokhari, Sabu Thomas, Sadath Lubna, Sajeeda Parveen Khan, Sajeev Chakanalil Govindan, Saket Girotra, Saleem Kassam, Sallie Canada, Salvador Cruz-Flores, Samaa Mohamed, Samantha Ly, Sameh El Kaffas, Samia Massalha, Sampoornima Setty, Samuel Nwosu, Sandeep Seth, Sandeep Singh, Sander R Niehe, Sandra M Rivest, Sandra S Zier, Sandra Ahoud, Sandy Carr, Sanjay Ganapathi, Sanjay Shetty, Sanjeev Sharma, Santa Jimenez, Santhosh Satheesh, Santiago A Garcia, Sara Fernandez, Sara Karlsson, Sara Salkind, Sara Temiyasathit, Sarah Medina Rodriguez, Sarah Beaudry, Sarah Hadjih, Sarah Williams, Sarah Zahrani, Sarju Ralhan, Sasa Hinic, Sasko Kedev, Satinder Singh, Satoshi Yasuda, Satvic Cholenahally Manjunath, Sau Lee, Scott M Kaczkowski, Scott Kinlay, Sean W Hayes, Sebastian Sobczak, Senait Asier, Sergey A Sayganov, Seth I Sokol, Shaheen Pandie, Shaiful Azmi Yahaya, Shamir Mehta, Shao-Ping Nie, Sharad Chandra, Sharder Islam, Sharon Tai, Sheetal Rupesh Karwa, Sheri Ussery, Sheromani Bajaj, Sherron C Crook, Shigeyuki Nishimura, Shintaro Nakano, Shirin Heydari, Shiv Kumar Choudhary, Shivali Patel, Shobana Ganesan, Shruti Pandey, Shuyang Zhang, Shweta Hande, Siddharth Gadage, Sik-Yin V Tan, Silvia Zottis Poletti, Silvia Riera, Silvia Valbuena, Simon Walsh, Simona Maspoli, Simone Savaris, Si-Ting Feng, So Yang Cho, Solomon Yakubov, Songlin Zhu, Songtao Wang, Sonia Guerrero, Sonika Gupta, Sonja Salinger Martinovic, Sonya Brons, Sorin Brener, Sothinathan Gurunathan, Souheil Saba, Soundarya Nayak, Sowjanya Reddy, Srinivasa Potluri, Sriram Sudarshan, Srun Kuanprasert, Stacie Van Oosterhout, Stamatios Lerakis, Stanley E Cobos, Stefan C Bertog, Stefan M Simovi\u107, Stefan Weikl, Stefano Di Marco, Stefano Provasoli, Stephanie A Tirado, Stephanie C Boer, Stephanie M Lane, Stephanie Ferket, Stephanie Kelly, Stephanie Wasmiller, Stephen H McKellar, Stephen P Hoole, Stephen Fremes, Stephen Preston, Steve Leung, Steven A Fein, Steven J Lindsay, Steven P Sedlis, Steven Giovannone, Steven Michael, Steven Weitz, Stijn van Vugt, Subhash Banerjee, Sudhir Naik, Suellen Hosino, Sukie Desire, Sukit Yamwong, Suku T Thambar, Sulagna Mookherjee, Suman Singh, Sundeep Mishra, Sunil Kumar Verma, Supap Kulthawong, Supatchara Khwakhong, Surendra Naik, Suresh Babu, Surin Woragidpoonpol, Suryaprakash Narayanappa, Susan Derbyshire, Susan Gent, Susan Mathus, Susan Milbrandt, Susan Moore, Susan Regan, Susan Stinson, Susan Webber, Susana Silva, Susanna Stevens, Susanne Gruensfelder, Suthara Aramcharoen, Suvarna Kolhe, Suzana Tavares, Suzanne Arnold, Suzanne Welsh, Svetlana Apostolovic, Swapna Kunhunny, Ta-Chuan Hung, Taissa Zappernick, Tali Sharir, Talita Silva, Tamara Colai\ue1covo Soares, Tapan Umesh Pillay, Tarun K Mittal, Tatiana Trifonova, Tauane Bello Duarte, Tauqir Huk, T\ue9odora Dutoiu, Terrance Chua, Terry Weyand, Thabitha Charles, Theodoros Kofidis, Theresa McCreary, Thierry Lefevre, Thippeekaa Arumairajah, Thitipong Tepsuwan, Thomas J Mulhearn, Thomas M Meyer, Thomas P Rocco, Thomas R Downes, Thomas Crain, Thomas Haldis, Thomas Mathew, Thomas Redick, Thounaojam Indira Devi, Thuraia Nageh, Tia Cauthren, Tiago Silva, Tiffany Little, Tijana Andric, Tina Harding, Titus Lau, Tiziana Formisano, Tiziano Moccetti, Tomasz Ciurus, Tomasz Mazurek, Tomasz Tarchalski, Toshiyuki Nagai, Tri Tran, Tricia Youn, Trish Tucker, Trudie Milner, Tuhina Bose, Tushar Kotecha, Udo Sechtem, Uma S Valeti, Umberto Cucchini, Umesh Badami, Upendra Kaul, V K Bahl, V S Narain, Valentina Casali, Valeria Godoy, Valerie Robesyn, Vamshi P Priya, Vandana Yadav, Vera McKinney, Veronica De Lenges, Veronica Tinnirello, Vicente Miro, Victor Navarro, Victoria Gumerova, Victoria Hernandez, Vidya Seeratan, Vijay Kumar, Vikentiy Y Kozulin, Viktoria Bulkley, Vilmar Veiga Jr, Vincent Setang, C P Vineeth, Virginai Pubull Nu\uf1ez, Virginia Fern\ue1ndez-Figares, Vitor Gomes, Viviana Gabriel, Viviane Dos Santos, Viviane Almeida, Vlad A Iliescu, Vladan Mudrenovic, Vladimir Dzavik, Vojislav L Giga, Walter Enrique Mogrovejo, Wan Xian Chan, Wanda C Marfori, Wanda Parker, Warangkana Mekara, Wassim Nona, Wayne Old, Wayne Pennachi, Weerachai Nawarawong, Wei Chen, Wei Su, Weibing Xing, Wei-Ren Lan, Wenda Crawford, Wendy L Stewart, Wendy Drewes, Wenhua Lin, William B Abernethy, William D Salerno, William F Fearon, William Vergoni, William Weintraub, Winnie C Sia, Wlodzimierz J Musial, Xacobe Flores-R\uedos, Xavier Garcia-Moll Marimon, Xi Su, Xiang Ma, Xiangqiong Gu, Xiao Wang, Xiaomei Li, Xiaowei Yao, Xin Fu, Xin Su, Xin Zeng, Xinchun Yang, Xiuhong Li, Xuehua Fang, Xutong Wang, Yaming Geng, Yan Yan, Yanek P\ue9pin-Dubois, Yanfu Wang, Yang Wang, Yanmeng Tian, Yaping Huang, Yechen Han, Yesenia Zambrano, Yi-Hsuan Yang, Ying Tung Sia, Yining Yang, Yitong Ma, Yolayfi Peralta, Yongjian Wu, Yu Kunwu, Yu Zhao, Yudong Peng, Yueh-Hung Lin, Yulan Zhao, Yumei Dong, Yunhai Zhao, Yutthaphan Wannasopha, Yvonne Taul, Zakir Sahul, Zalina Kudzoeva, Zbigniew Kalarus, Zeljko Z Markovic, Zhen Huang, Zheng Ji, Zhenyu Liu, Zhou Yue, Zhulin Zhang, Zhuxi Li, Zile Singh Meharwal, Ziliang Bai, Zixiang Yu, Zohra Huda, Zoltan Davidovits
- Jones P.G.
- Mark D.B
- Maron D.J.
- Mavromatis K.
- Mavromichalis S.
- Newman J.D.
- O'Brien S.M.
- Reynolds H.R.
- Rosenberg Y.
- Spertus J.A.
- Stone G.W.
- Weintraub W.S.
- Publication venue
- 'Massachusetts Medical Society'
- Publication date
- 01/01/2020
- Field of study
BACKGROUND In the ISCHEMIA trial, an invasive strategy with angiographic assessment and revascularization did not reduce clinical events among patients with stable ischemic heart disease and moderate or severe ischemia. A secondary objective of the trial was to assess angina-related health status among these patients. METHODS We assessed angina-related symptoms, function, and quality of life with the Seattle Angina Questionnaire (SAQ) at randomization, at months 1.5, 3, and 6, and every 6 months thereafter in participants who had been randomly assigned to an invasive treatment strategy (2295 participants) or a conservative strategy (2322). Mixed-effects cumulative probability models within a Bayesian framework were used to estimate differences between the treatment groups. The primary outcome of this health-status analysis was the SAQ summary score (scores range from 0 to 100, with higher scores indicating better health status). All analyses were performed in the overall population and according to baseline angina frequency. RESULTS At baseline, 35% of patients reported having no angina in the previous month. SAQ summary scores increased in both treatment groups, with increases at 3, 12, and 36 months that were 4.1 points (95% credible interval, 3.2 to 5.0), 4.2 points (95% credible interval, 3.3 to 5.1), and 2.9 points (95% credible interval, 2.2 to 3.7) higher with the invasive strategy than with the conservative strategy. Differences were larger among participants who had more frequent angina at baseline (8.5 vs. 0.1 points at 3 months and 5.3 vs. 1.2 points at 36 months among participants with daily or weekly angina as compared with no angina). CONCLUSIONS In the overall trial population with moderate or severe ischemia, which included 35% of participants without angina at baseline, patients randomly assigned to the invasive strategy had greater improvement in angina-related health status than those assigned to the conservative strategy. The modest mean differences favoring the invasive strategy in the overall group reflected minimal differences among asymptomatic patients and larger differences among patients who had had angina at baseline
Initial invasive or conservative strategy for stable coronary disease
- Author
- Alexander K.P.
- Ali Z.A.
- Bangalore S.
- Berger J.S.
- Berman D.S.
- Bhargava B.
- Bockeria O.
- Boden W.E.
- Broderick S.
- Bruce Ferguson T.
- Chaitman B.R.
- Demkow M.
- Doerr R.
- Elghamaz A.
- Gabriel Steg P.
- Goodman S.G.
- Gosselin G.
- Harrell F.E.
- Harrington R.A.
- Held C.
- Hochman J.S.
- Hueb W.A.
- ISCHEMIA Research Group: Joseph Ricci A Tello Montoliu, A I Robero Aniorte, Abbey Mulder, Abhay A Laddu, Abhinav Goyal, Abhishek Dubey, Abhishek Goyal, Abigail Knighton, Abraham Oomman, Adam J Jaskowiak, Adam Kolodziej, Adam Witkowski, Adnan Hameed, Adriana Anesini, Afshan Hussain, Agne Juceviciene, Agne Urboniene, Agnes Jakal, Agnieszka Szramowska, Ahmad Khairuddin, Ahmed Abdel-Latif, Ahmed Adel, Ahmed Aljzeeri, Ahmed Kamal, Ahmed Talaat, Aimee Mann, Aira Contreras, Ajit Kumar, V K Kumar, Akemi Furukawa, Akshay Bagai, Akvile Smigelskaite, Alain Furber, Alain Rheault, Alaine Melanie Loehr, Alan Rosen, Albert Varga, Albertina Qelaj, Alberto Barioli, Aldo Russo, Alec Moorman, Alejandro Gisbert, Aleksandra Fratczak, Aleksandras Laucevicius, Alena Kuleshova, Alessandro Sionis, Alexander A Sirker, Alexander M Chernyavskiy, Alexandra Craft, Alexandra Vazquez, Alexandre Ciappina Hueb, Alexandre S Colafranseschi, Alexandre Schaan de Quadros, Alexandre Tognon, Ali Alghamdi, Alice Manica Muller, Aline Nogueira Raba\ue7a, Aline Peixoto Deiro, Alison Hallam, Allegra Stone, Allison Schley, Almudena Castro, Alvaro Rabelo Ales, Amanda Germann, Amanda O'Malley, Amar Uxa, Amarachi Ojajuni, Amarino C Oliveira Jr, Amber B Hull, Ambuj Roy, Amer Zarka, Amir Janmohamed, Ammani Brown, Ammy Malinay, Amparo Martinez Monzonis, Amy J Richards, Amy Iskandrian, Amy Ollinger, Ana D Djordjevic-Dikic, Ana Fern\ue1ndez Mart\uednez, Ana Gomes Almeida, Ana Paula Batista, Ana Rita Francisco, Ana S Mladenovic, Ana Santana, Anam Siddiqui, Anastasia M Kuzmina-Krutetskaya, Andras Vertes, Andre S Sousa, Andre Gabriel, Andr\ue9 Schmidt, Andrea M Lundeen, Andrea Bartykowszki, Andrea Lorimer, Andrea Mortara, Andrea Pascual, Andreia Coelho, Andreia Rocha, Andr\ue9s Garc\ueda-Rinc\uf3n, Andrew G Howarth, Andrew J Moriarty, Andrew Docherty, Andrew Starovoytov, Andrew Zurick, Andrzej \u141abyk, Andrzej Swiatkowski, Andy Lam, Anelise Kawakami, Angela Hoye, Angela Kim, Angelique Smit, Angelo Nobre, Anil V Shah, Anja Ljubez, Anjali Anand, Ankush Sachdeva, Ann Greenberg, Ann Luyten, Ann Ostrander, Anna Di Donato, Anna Cichocka-Radwan, Anna Fojt, Anna Plachcinska, Anna Proietti, Anna Teresinska, Anne Marie Webb, Anne Cartwright, Anne Heath, Anne Mackin, Anong Amaritakomol, Anong Chaiyasri, Anoop Chauhan, Anoop Mathew, Anthony Gemignani, Anto Luigi Andres, Antonia Vega, Antonietta Hansen, Antonino Ginel Iglesias, Antonio Carlos Carvalho, Antonio Di Chiara, Antonio Serra Pe\uf1aranda, Antonio Carvalho, Antonio Colombo, Antonio Fiarresga, Anupama Rao, Aquiles Valdespino-Estrada, Araceli Boan, Areef Ishani, Ariel Diaz, Arijit Ghosh, Arintaya Prommintikul, Arline Roberts, Arnold H Seto, Arnold P Good, Arshed Quyyumi, Arthur J Labovitz, Arthur Kerner, Arturo S Campos-Santaolalla, Arunima Misra, Ashok Mukherjee, Ashok Seth, Ashraf Seedhom, Asim N Cheema, Asker Ahmed, Atul Mathur, Atul Verma, Audrey W Leong, Axel \uc5kerblom, Axelle Fuentes, Aynun Naher, Badhma Valaiyapathi, Baljeet Kaur, Bandula Guruge, Barbara Brzezi\u144ska, Barbara Nardi, Bartosz Czarniak, Bebek Singh, Bego\uf1a Igual, Bela Merkely, Belen Cid Alvarez, Benjamin J Spooner, Benjamin J W Chow, Benjamin Cheong, Benoy N Shah, Bernard de Bruyne, Bernardas Valecka, Bernhard J\ue4ger, Beth A Archer, Beth Abramson, Beth Jorgenson, Bethany Harvey, Betsy O'Neal, Bev Atkinson, Bev Bozek, Bevin Lang, Bijulal Sasidharan, Bin Yang, Bin Zhang, Binoy Mannekkattukudy Kurian, Bjoern Goebel, Bob Hu, Bogdan A Popescu, Bogdan Crnokrak, Bolin Zhu, Bonnie J Kirby, Brandi D Zimbelman, Brandy Starks, Branko D Beleslin, Brenda Hart, Brian P Shapiro, Brian McCandless, Brianna Wisniewski, Brigham R Smith, Brooks Mirrer, Bruce McManus, Bruce Rutkin, Bruna Edilena Paulino, Bruna Maria Ascoli, Bryn Smith, Byron J Allen, C Michael Gibson, C Noel Bairey Merz, Calin Pop, Cameron Hague, Camila Thais de Ormundo, Candace Gopaul, Candice P Edillo, Car\uedsi A Polanczyk, Carita Krannila, Carla Vicente, Carl-\uc9ric Gagn\ue9, Carlo Briguori, Carlos Pe\uf1a Gil, Carlos Alvarez, Carly Ohmart, Carmen C Beladan, Carmen Ginghina, Carol M Kartje, Caroline Alsweiler, Caroline Brown, Caroline Callison, Caroline Pinheiro, Caroline Rodgers, Caroline Spindler, Carolyn Corbett, Carrie Drum, Casey Riedberger, Catherine Bone, Catherine Fleming, Catherine Gordon, Catherine Jahrsdorfer, Catherine Lemay, Catherine Weick, Cathrine Patten, Cecilia Goletto, Cezary Kepka, Chandini Suvarna, Chang Xu, Chantale Mercure, Charle A Viljoen, Charlene Wiyarand, Charles Jia-Yin Hou, Charles Y Lui, Charles Cannan, Charles Cornet, Charlotte Pirro, Chataroon Rimsukcharoenchai, Chen Wang, Cheng-Ting Tsai, Chen-Yen Chien, Cheryl A Allardyce, Chester M Hedgepeth, Chetan Patel, Chiara Attanasio, Chih-Hsuan Yen, Chi-Ming Chow, Ching Min Er, Ching-Ching Ong, Cholenahally Nanjappa Manjunath, Chris Beck, Chris Buller, Christel Vassaliere, Christian Hamm, Christiano Caldeira, Christie Ballantyne, Christina Bj\uf6rklund, Christine R Hinton, Christine Bergeron, Christine Masson, Christine Roraff, Christine Shelley, Christophe Laure, Christophe Thuaire, Christopher Kinsey, Christopher McFarren, Christopher Spizzieri, Christopher Travill, Chun-Chieh Liu, Chung-Lieh Hung, Chunguang Li, Chun-Ho Yun, Chunli Xia, Ciarra Heard, Cidney Schultz, Clare Venn-Edmonds, Claudia P Hochberg, Claudia Wegmayr, Claudia Cort\ue9s, Claudia Escobar, Cl\ue1udia Freixo, Claudio T Mesquita, Clemens T Kadalie, Colin Berry, Constance Philander, Corine Thobois, Costantino Costantini, Courtney Page, Craig Atkinson, Craig Barr, Craig Paterson, Cristina Bare, Cynthia Baumann, Cynthia Burman, Dalisa Espinosa, Damien Collison, Dan Deleanu, Dan Elian, Dan Gao, Dana Oliver, Daniel P Vezina, Daniel O'Rourke, Daniele Komar, Danielle Schade, Darrel P Francis, Dastan Malaev, David A Bull, David E Winchester, David P Faxon, David Booth, David Cohen, David DeMets, David Foo, David Schlichting, David Taggart, David Waters, David Wohns, Davis Vo, Dawid Teodorczyk, Dawn Shelstad, Dawn Turnbull, Dayuan Li, Dean Kereiakes, Deborah O'Neill, Deborah Yip, Debra K Johnson, Debra Dees, Deepak L Bhatt, Deepika Gopal, Deepti Kumar, Deirdre Mattina, Deirdre Murphy, Delano R Small, Delsa K Rose, Dengke Jiang, Denis Carl Phaneuf, Denise Braganza, Denise Fine, Derek Cyr, Desiree Tobin, Diana Cukali, Diana Parra, Diane Camara, Diane Minshall Liu, Diego Adri\ue1n Vences, Diego Franca de Cunha, Dimitrios Stournaras, Dipti Patel, Dongze Li, Donna Exley, Dorit Grahl, Dragana Stanojevic, Duarte Cacela, Dwayne S G Conway, E Pinar Bermudez, Eapen Punnoose, Edgar L Tay, Edgar Karanjah, Edoardo Verna, Eduardo Hernandez-Rangel, Edward D Nicol, Edward O McFalls, Edward T Martin, Edyta Kaczmarska, Ekaterina I Lubinskaya, Elena A Demchenko, Elena Refoyo Salicio, Eli Feen, Elih\ufa Dur\ue1n-Cort\ue9s, Elisabeth M Janzen, Elise L Hannemann, Elise van Dongen, Elissa Restelli Piloto, Eliza Kaplan, Elizabeta Srbinovska Kostovska, Elizabeth Capasso-Gulve, Elizabeth Congdon, Elizabeth Ferguson, Elizaveta V Zbyshevskaya, Ellen Magedanz, Ellie Fridell, Ellis W Lader, Elvin Kedhi, Emanuela Racca, Emilie Tachot, Emily DeRosa, Encarnaci\uf3n Alonso-\uc1lvarez, Eric Nicollet, Eric Peterson, Erick Alex\ue1nderson Rosas, Erick Donato Morales, Erin Orvis, Ermina Moga, Estelle Montpetit, Estevao Figueiredo, Eugene Passamani, Eugenia Nikolsky, Eunice Yeoh, Evgeniy I Kretov, Ewa Szczerba, Ewelina Wojtala, Expedito Eust\ue1quio Ribeiro Silva, F Marin Ortu\uf1o, Fabio R Farias, Fabio Fimiani, Fabrizio Rolfo, Fa-Chang Yu, Fadi Hage, Fadi Matar, Fahim Haider Jafary, Fang Feng, Fang Liu, Fatima Ranjbaran, Fatima Rodriguez, Fausto J Pinto, Fauzia Rashid, Federica Ramani, Fei Wang, Fernanda Igansi, Filipa Silva, Filippo Ottani, Fiona Haines, Firas Al Solaiman, Fl\ue1via Egydio, Flavio Lyra, Florian Egger, Fran Farquharson, Frances Laube, Francesc Carreras Costa, Francesca de Micco, Francesca Bianchini, Francesca Pezzetta, Francesca Pietrucci, Francesco Orso, Francesco Pisano, Francis Burt, Francisca Patuleia Figueiras, Francisco Fernandez-Aviles, Francois Pierre Mongeon, Frans Van de Werf, Franziska Guenther, Fraser N Witherow, Fred Mohr, Frederico Dall'Orto, Fumiyuki Otsuka, G De La Morena, G Karthikeyan, Gabor Dekany, Gabor Kerecsen, Gabriel Galeote, Gabriel Grossmann, Gabriel Vorobiof, Gabriela Sanchez de Souza, Gabriela Guzman, Gabriela Zeballos, Gabriele Gabrielli, Gabriele Jakl-Kotauschek, Gail A Shammas, Gail Brandt, Gang Chen, Gary E Lane, Gary J Luckasen, Gautam Sharma, Gelmina Mikolaitiene, Gennie Yee, Georg Nickenig, George E Revtyak, George J Juang, Gerald Fletcher, Gerald Leonard, Gerard Patrick Devlin, Gerard Esposito, Gergely \uc1goston, Gervasio Lamas, Geza Fontos, Ghada Mikhail, Gia Cobb, Gian Piero Perna, Gianpiero Leone, Giles Roditi, Gilles Barone-Rochette, Girish Mishra, Giuseppe Tarantini, Glenda Wong, Glenn S Hamroff, Glenn Rayos, Gong Cheng, Gonzalo Barge-Caballero, Goran Davidovi\u107, Goran Stankovic, Gordana Stevanovic, Grace Jingyan Wang, Grace M Young, Graceanne Wayser, Graciela Scaro, Graham S Hillis, Graham Wong, Grazyna Anna Szulczyk, Gregor Simonis, Gregory Kumkumian, Gretchen Ann Peichel, Grzegorz Gajos, Gudrun Steinmaurer, Guilherme G Rucatti, Guilherme Portugal, Guilhermina Cantinho Lopes, Guillem Pons Llad\uf3, Gunnar Frostfelt, Gurpreet S Wander, Gurpreet Gulati, Gustavo Pucci, Hafidz Abd Hadi, Haibo Zhang, Haitao Wang, Halina Marciniak, Han Chen, Hanan Kerr, Hani Najm, Hanna Douglas, Hannah Phillips, Hao Dai, Haojian Dong, Haqeel Jamil, Harikrishnan Sivadasanpillai, Harry Suryapranata, Hassan Reda, Hayley Pomeroy, Heather Barrentine, Heather Golden, Heather Hurlburt, Heidi Wilson, Helen C Tucker, Helene Abergel, Hemalata Siddaram, Hermine Osseni, Herwig Schuchlenz, Hesong Zeng, Hicham Skali, Hilda Solomon, Hollie Horton, Holly Hetrick, Holly Little, Holly Park, Hongjie Chi, Hossam Mahrous, Howard A Levite, Hristo Pejkov, Huajun Li, Hugo Bloise-Adames, Hugo Marques, Hui Zhong, Hui-Min Zhang, Humayrah Hashim, Hung-I Yeh, Hussien El Fishawy, Ian Webb, Iftikhar Kullo, Igor O Grazhdankin, Ihab Hamzeh, Ikraam Hassan, Ikuko Ueda, Ileana L Pina, Ilona Tamasauskiene, Ilse Bouwhuis, Imran Arif, Ina Wenzelburger, In\ueas Zimbarra Cabrita, Ines Rodrigues, Inga H Robbins, Inga Soveri, Ingela Schnittger, Iqbal Karimullah, Ira M Dauber, Iram Rehman, Irena Peovska Mitevska, Irene Marthe Lang, Irina Subbotina, Irma Kalibataite-Rutkauskiene, Irni Yusnida, Isabel Estela Carvajal, Isabella C Palazzo, Isabelle Hogan, Isabelle Roy, Ishba Syed, Ishita Tejani, Ivan A Naryshkin, Ivana Jankovic, Iwona Niedzwiecka, J David Knight, Jacek Kusmierek, Jackie M White, Jackie Chow, Jacob Udell, Jacqueline E Tamis-Holland, Jacqueline Fannon, Jacquelyn A Quin, Jacquelyn Do, Jaekyeong Heo, Jakub Maksym, James E Davies, James H O'Keefe Jr, James J Jang, James Cha, James Harrison, James Hirsch, James Stafford, James Tatoulis, Jamie Rankin, Jan Henzel, Jan Orga, Jana Tancredi, Janaina Oliveira, Jane Burton, Jane Eckstein, Jane Marucci, Janet P Knight, Janet Blount, Janet Halliday, Janetta Kourzenkova, Janitha Raj, Jan-Malte Sinning, Jaqueline Pozzibon, Jaroslaw Drozdz, Jaroslaw Karwowski, Jason D Glover, Jason Loh Kwok, Jason T Call, Jason Linefsky, Jassira Gomes, Jati Anumpa, Javier J Garcia, Javier Courtis, Jay Meisner, K Jayakumar, Jayne Scales, Jean E Denaro, Jean Michel Juliard, Jean Ho, Jeanette K Stansborough, Jean-Michel Juliard, Jeanne Russo, Jeannette J M Schoep, Jeet Thambyrajah, Jeff Leimberger, Jeffery A Breall, Jeffrey A Kohn, Jeffrey C Milliken, Jeffrey Anderson, Jeffrey Blume, Jeffrey Kanters, Jeffrey Lorin, Jeffrey Moses, Jelena J Stepanovic, Jelena Celutkiene, Jelena Djokic, Jelena Stojkovic, Jenne M Jose, Jenne Manchery, Jennifer A Mull, Jennifer H Czerniak, Jennifer L Stanford, Jennifer Gillis, Jennifer Horst, Jennifer Isaacs, Jennifer Langdon, Jennifer Thomson, Jennifer Tomfohr, Jennifer White, Jen-Yuan Kuo, Jeremy Rautureau, Jerome Fleg, Jessica Berg, Jessica Rodriguez, Jessica Waldron, Jhina Patro, Jia Li, Jiajia Mao, Jiamin Liu, Jian'an Wang, Jianhua Li, Jianxin Zhang, Jie Qi, Jihyun Lyo, Jill Marcus, Jim Blankenship, Jing Zhang, Jingjing Liu, Jing-Yao Fan, Jiun-Yi Li, Jiwan Pradhan, Jiyan Chen, J M Rivera Caravaca, Jo Evans, Joan Garcia Picart, Joan Hecht, Joanna Jaroch, Joanna Zalewska, Joanne Kelly, Joanne Taaffe, Jo\ue3o Reynaldo Abbud, Jo\ue3o V Vitola, Joaqu\uedn V Pe\uf1afiel, Jocelyne Benatar, Jody Bindeman, Joe Sabik, Joel Klitch, Johann Christopher, Johannes Aspberg, John D Friedman, John F Beltrame, John F Heitner, John Joseph Graham, John R Davies, John Doan, John Kotter, John Kurian, John Mukai, John Pownall, Jolanta Sobolewska, Jon Kobashigawa, Jonathan L Goldberg, Jonathan W Bazeley, Jonathan Byrne, Jonathan Himmelfarb, Jonathan Leipsic, Jonean Thorsen, Jorge F Trejo Gutierrez, Jorge Escobedo, Jorik Timmer, Jos\ue9 A Ortega-Ram\uedrez, Jos\ue9 Antonio Marin-Neto, Jose D Salas, Jose Enrique Castillo, Jose Francisco Saraiva, Jos\ue9 J Cuenca-Castillo, Jose L Diez, Jos\ue9 Luis Narro Villanueva, Jos\ue9 Luiz da Vieira, Jos\ue9 M Flores-Palacios, Jose Ramon Gonzalez, Jose Seijas Amigo, Jose Fragata, Josep Maria Padr\uf3, Josheph F X McGarvey Jr, Joseph Hannan, Joseph Sacco, Joseph Sweeny, Joseph Wiesel, Josephine D Abraham, Joshua P Loh, Joy Burkhardt, Joyce R White, Joyce Riestenberg-Smith, Judit Sebo, Judith L Meadows, Judith Wright, Judy Mae Foltz, Judy Hung, Judy Otis, Juergen Stumpf, Jui-Peng Tsai, Julia S Dionne, Julia de Aveiro Morata, Julie Bunke, Julie Morrow, Julio C\ue9sar Figal, Jun Fujita, Jun Jiang, Junhua Li, Junqing Yang, Juntima Euathrongchit, Jyotsna Garg, K Manjula Rani, K Preethi, Kaatje Goetschalckx, Kai Eggers, Kamalakar Surineni, Kanae Hirase, T R Kapilamoorthy, Karen Calfas, Karen Gratrix, Karen Hallett, Karen Hultberg, Karen Nugent, Karen Petrosyan, Karen Swan, Karolina Kryczka, Karolina Wojtczak-Soska, Karolina Wojtera, Karsten Lenk, Karthik Ramasamy, Katarzyna \u141uczak, Katarzyna Malinowska, Kate Pointon, Kate Robb, Katherine Martin, Kathleen Claes, Kathryn Carruthers, Kathy E Siegel, Katia Drouin, Katie Fowler-Lehman, Kavita Rawat, Kay Rowe, Keiichi Fukuda, Keith A A Fox, Ken Mahaffey, Kendra Unterbrink, Kenneth Giedd, Kerrie Van Loo, Kerry Lee, Kerstin Bonin, Kevin R Bainey, Kevin T Harley, Kevin Anstrom, Kevin Chan, Kevin Croce, Kevin Landolfo, Kevin Marzo, Keyur Patel, Khaled Abdul-Nour, Khaled Alfakih, Khaled Dajani, Khaled Ziada, Khaula Baloch, Khrystyna Kushniriuk, Kian-Keong Poh, Kim F Ireland, Kim Holland, Kimberly Ann Byrne, Kimberly E Halverson, Kimberly Elmore, Kimberly Miller-Cox, Kiran Reddy, Kirsten J Quiles, Kirsty Abercrombie, Klaus Matschke, Konrad Szymczyk, Koo Hui Chan, Kotiboinna Preethi, Kozhaya Sokhon, Krissada Meemuk, Kristian Thygesen, Kristin M Salmi, Kristin Newby, Kristina Wippler, Kristine Arges, Kristine Teoh, Krystal Etherington, Krystyna \u141oboz-Grudzie\u144, Krzysztof W Reczuch, Krzysztof Bury, Krzysztof Drzymalski, Krzysztof Kuku\u142a, Kuo-Tzu Sung, Kurt Huber, Ladda Douangvila, Lance Sullenberger, Larissa Miranda Trama, Laszlone Matics, Laura Drew, Laura Flint, Laura Keinaite, Laura Sarti, Laurel Kolakaluri, Lawrence M Phillips, Lawrence Friedman, Lawrence Phillips, Lazar Velicki, Leah Howell, Leandro C Maranan, Leanne Cox, Ledjalem Daba, Lei Zhang, Lekshmi Dharmarajan, Leo Bockeria, Leonardo Pizzol Caetano, Leonardo Bridi, Leonid L Bershtein, Leszek Sokalski, Li Hai Yan, Li Li, Lia Nijmeijer, Lidia Sousa, Lihong Xu, Lihua Zhang, Lili Zhang, Lilia Schiavi, Lilian Mazza Barbosa, Lillian L Khor, Lina Felix-Stern, Linda L Hall, Linda M Hollenweger, Linda Arcand, Linda Davidson-Ray, Linda Schwarz, Lindsey N Sikora, Lingping Chi, Lino Patricio, Liping Zhang, Lisa Chaytor, Lisa Hatch, Lisa McCloy, Lisa Wong, Liselotte Persson, Lixin Jiang, Liz Low, Ljiljana Pupic, Lo\uefc Bi\ue8re, Lorenzo Monti, Lori Christensen, Lori Pritchard, Loriane Black, Lori-Ann Desimone, Lori-Ann Larmand, Lorraine McGregor, Louise Morby, Louise Thomson, Luc Harvey, Luciana de P\ue1dua Baptista, Lucilla Garcia, Ludivine Eliahou, Ludmila Helmer, Luis F Smidt, Luis Bernanrdes, Luis Guzman, Luiz A Carvalho, Luyang Xiong, Lynette L Teo, Lynn M Neeson, Lynne Winstanley, M Barbara Srichai-Parsia, M Quintana Giner, M Sowjanya Reddy, M Vald\ue9s Ch\ue1varri, M Grazia Rossi, Maarten Simoons, Maayan Konigstein, Maciej Lesiak, Maciej Olsowka, Mafalda Selas, Magalie Corfias, Magdalena Madero Rovalo, Magdalena \u141anocha, Magdalena Miller, Magdalena Misztal-Teodorczyk, Magdalena Rantinella, Magdy Abdelhamid, Magnolia Jimenez, Mahboob Alam, Mahevamma Mylarappa, Mahfouz El Shahawy, Mahmoud Mohamed, Mahmud Al-Bustami, Majo X Joseph, Malgorzata Frach, Ma\u142gorzta Celi\u144ska-Spodar, Malte Helm, Manas Chacko, Mandy Murphy, Manitha Vinod, Manjula Rani, Manu Dhawan, Manuela Mombelli, Marcel Weber, Marcello Galvani, Marcelo Jamus Rodrigues, Marcia F Dubin, Marcia F Werner Bayer, Marcin Szkopiak, Marco Antonio Monsalve, Marco Bizzaro Santos, Marco Magnoni, Marco Marini, Marco Sicuro, Marco Zenati, Marcos Val\ue9rio Coimbra Resende, Marek Roik, Margalit Bentzvi, Margaret Gilsenan, Margaret Iraola, Margot C Quinn, Maria A Alfonso, Maria Antonieta Pereira Moraes, Mar\ueda Dolores Mart\uednez-Ru\uedz, Mar\ueda Fernanda Canales, Maria In\ueas Caetano, Maria P Corral, Maria P\ue9rez Garc\ueda, Maria Victoria Actis, Maria Aguirre, Maria Andreasson, Maria Aprile, Maria Colton, Maria Eugenia Martin, Maria Lasala, Maria Lorenzo, Maria Posada, Maria Shier, Maria Thottam, Mariana V Furtado, Mariana Yumi Okada, Marianna D A Dracoulakis, Marianne De Andrade, Mariano Rubio, Marie Essermark, Marielle Scherrer-Crosbie, Marija T Petrovic, Marija Zdravkovic, Marilyn Black, Marina Garcia, Mario J Garcia, Mariola Szulik, Marisa Orgera, Mark A de Belder, Mark Harbinson, Mark Hyun, Mark Peterson, Mark Xavier, Marlowe Mosley, Marta Capinha, Marta Marcinkiewicz-Siemion, Marta Swiderek, Martha Meyer, Martina Ceseri, Martina Tricoli, Marvin Kronenberg, Mary Williams, Mary Ann Champagne, Mary Colleen Rogge, Mary R Soltau, Mary Streif, Massimo Villella, Massoud Leesar, Matei Claudia, Mateusz Solecki, Mat\uedas Nicol\ue1s Mungo, Matthew Wall Jr, Matthew Budoff, Matthew Jezior, Matthew Luckie, Matthias Friedrich, Mauren P Haeffner, Maximilian Tscharre, Max-Paul Winter, Mayana Almeida, Mayil S Krishnam, Mayuri Patel, Meenakshi Mishra, Megan Manocchia, Meghana Kakade, Melanie J Munro, Melissa D Chaplin, Melissa LeFevre, Mervyn Andiapen, Michael A Gibson, Michael B Rubens, Michael C Turner, Michael D Shapiro, Michael W Lee, Michael Berlowitz, Michael Davidson, Michael Mack, Michael McDaniel, Michael Mumma, Michal Wlodarczyk, Michel G Khouri, Michel S Slama, Michele Rawlins, Michelle M Bonner, Michelle M Seib, Michelle Chang, Michelle Crowder, Michelle Dixon, Michelle Mayon, Michelle McEvoy, Michelle Yee, Miguel M Fernandes, Miguel Nobre Menezes, Miguel Souto Bayarri, Miguel Barrero, Mikhail T Torosoff, Milan R Dobric, Milan Dobric, Milica Nikola Dekleva, Milind Avdhoot Gadkari, Millie Gomez, Min Tun Kyaw, Miriam Brooks, Miroslav Stevo Martinovic, Mitchel B Lustre, Mohammad Tariq Vakani, Mohammad El-Hajjar, Mohammed Al-Amoodi, Mohammed Hussain, Mohammed Saleem, Mois\ue9s Blanco-Calvo, Mois\ue9s Jim\ue9nez-Santos, Mona Bhatia, Monica Rosca, Monika Laukyte, Montserrat Gracida Blanca, Montserrat Vila Perales, Mouaz H Al-Mallah, Moys\ue9s de Oliveira Filho, Mpiko Ntsekhe, Muhamed Saric, Mulei Chen, Myriam Brousseau, Myrthes Emy Takiuti, Nada Cemerlic-Adjic, Nadia Asif, Nadia Gakou, Nafisa Hussain, Nana O Katamadze, Nancy L Clapp, Nancy Aedy, Nandita Nataraj, Nanette K Wenger, Naomi Uchida, Nasrul Ismail, Natalia S Oliveira, Natalia de Carvalho Maffei, Natalie Spitzer, Natasha C Putnam, Naved Aslam, Neamat Mowafy, Neeraj Pandit, Neeraj Parakh, Nevena Garcevic, Ngaire Meadows, Nhi N Tran, Nicholas Danchin, Nicki Lakeman, Nicola Johnston, Nicolas W Shammas, Nicole Saint Vrestil, Nicole Deming, Nier Zhong, Niket Patel, Nikola N Boskovic, Nikolaos Karogiannis, Nikos Werner, Nina Johnston, Ning Zhang, Ning Zhou, Niree Hindoyan, Nirmal Kumar, Nitika Chadha, Nitish Naik, Nodira Aripova, Noloyiso Mtana, Nona A Eskelson, Noor Syamira Mokhtar, Noppon Taksaudom, Nor Asiah Basri, Nora Marchelletta, Norma Hogg, Nungshi Jungla, Nuno Ferreira, Oksana A Lubyanaya, Olga B Nikolaeva, Olga Ca\uf1avate, Olga Sobrino, Olga Walesiak, Olga Walter, Olga Zdo\u144czyk, Olivia J Lim, Olivia Anaya, Olivia Mancilla, Olivier Dubourg, Olugbenga Bello, Omar Almousalli, Omar Thompson, Oni Olurinde, Or Harel, Osama Raheem, Oscar M\ue9ndiz, 3scar Prada-Delgado, Oz Shapira, P Christian Schulze, Pachara Panpunuan, Pal Maurovich-Horvat, Pallav Garg, Paloma Moraga, Pam Singh, Pamela Julian, Pamela Ouyang, Pamela Sigel, Pamela Woodard, Panpan Zhou, Paola Emanuela Poggio, Paola Smanio, Paolo Calabro, Paramjit Jeetley, Pascal Goube, Patricia K Nguyen, Patricia Alarie, Patricia Arakelian, Patricia Arsenault, Patricia Blaise, Patricia Brito, Patricia Cowper, Patricia Endsley, Patricia Mieses, Patrick B Alexander, Patrick Donnelly, Patrick Wilmot, Patrycja Lebioda, Paul C Gordon, Paul Der Mesropian, Paul Galiwango, Paul Hauptman, Paul Kennedy, Paula Beardsley, Paula Garc\ueda-Gonz\ue1lez, Paulo Cury Rezende, Paulo Ricardo Caramori, Pavel S Kozlov, Pedro Canas Silva, Pedro Gabriel Melo Barros E Silva, Pedro P\uedccaro de Oliveira, Pedro Carvalho, Pedro Modas, Pedro Rio, Peeyush Jain, Peiyu He, Peter A McCullough, Peter H Stone, Peter M Pollak, Peter Douglass, Peter Henriksen, Peter OKane, Peter Ong, Philip Jones, Philip Rogal, Philippe G\ue9n\ue9reux, Philippe Menasche, Philippe Rheault, Phoebe Goold, Pierre Gervais, Pierre Michaud, Pilar Calvillo, Ping Chai, Piotr Jakubowski, Piotr Pruszczyk, Piotr Slomka, Piyamitr Sritara, Poay-Huan Loh, Poonam Sonawane, Pouneh Samadi, Pragnesh P Parikh, Prakash Deedwania, Pranav M Patel, Praneeth Polamuri, Pratiksha Sharma, Precilia Vasquez, Preeti Kamath, Prince Thomas, Priyadarshani Arambam, Puja K Mehta, Purvez Grant, Pushpa Naik, Qi Zhong, Qian Zhao, Qiang Zhou, Qianqian Yuan, Qin Yu, Qingxian Li, Qiulan Xie, Qiutang Zeng, R J Vindhya, R James Gerlach, Rachel King, Rada Vu\u10di\u107, Radmila Lyubarova, Radoslaw Pracon, Raewyn Fisher, Rafael Beyar, Rafael Diaz, Rafael Selgas, Raffaele Bugiardini, Raffaele Fanelli, Raisa Kavalakkat, V S Rajalekshmi, Rajat S Barua, Rajeev Menon, Rajesh Gopalan Nair, Rajesh Francis, Rajiv Narang, Rakesh Yadav, Ralph Alan Huston, T Ramakrishnan, Ramesh de Silva, Rami El Mahmoud, Ramiro Carvalho, Ramon de Jes\ufas-P\ue9rez, Ramona Stevens, Ran Leng, Ranjan Kachru, Ranjit Kumar Nath, Raquel Sanchez, Raven R Dwyer, Raven Lee, Ray Wyman, Raymond C Wong, Raymond W Little, Raymundo Ocaranza Sanchez, Rebecca J Wimmer, Rebecca Bariciano, Rebecca Otis, Rebekah R Herrmann, Reem Yunis, Reinette Hampson, Renato Abdala Karam, Renee C Hessian, Renee Kaneshiro, Reshma Ravindran, Reto Andreas Gamma, Reyna Bhandari, Reza Arsanjani, Ricardo L Lopes, Ricardo Mendes Oliveira, Ricardo Costa, Richa Bhatt, Richard F Davies, Richard H J Trimlett, Richard Goldweit, Rik Hermanides, Rine Nakanishi, Rinu R Sidh, Risha Patel, Rita Coram, Rizwan A Siddiqui, Rob S Beanlands, Robert J Hamburger, Robert K Riezebos, Robert M Donnino, Robert Bojar, Robert Chilton, Robert Guyton, Robert Henderson, Robert Kornberg, Robert Leber, Robert Mao, Robert Stenberg, Roberta P Santos, Roberto Ren\ue9 Favaloro, Roberto Amati, Rodolfo G S D Lima, Rodrigo J Cerci, Rogerio Tumelero, Rohit Tandon, Roma Tewari, Romalisa Miranda-Peats, Ron Wald, Ronald A Mastouri, Ronald G Morford, Ronald G Schwartz, Ronald P Pedalino, Rongrong Hu, Ronnell A Hansen, Ronny A Cohen, Rory Hachamovitch, Rosa Homem, Rosa Sandonato, Rosane Laimer, Rosann Gans, Roxanne Yost, Roy Mathew, Rub\ue9n Bale\uf3n-Espinosa, Ruben Ramos, Rubine Gevorgyan, Rui Ferreira, Rui Jing, Ruth P\ue9rez-Fern\ue1ndez, S K Dwivedi, S Ramakrishnan, Saadat Khan, Sabahat Bokhari, Sabu Thomas, Sadath Lubna, Sajeeda Parveen Khan, Sajeev Chakanalil Govindan, Saket Girotra, Saleem Kassam, Sallie Canada, Salvador Cruz-Flores, Samaa Mohamed, Samantha Ly, Sameh El Kaffas, Samia Massalha, Sampoornima Setty, Samuel Nwosu, Sandeep Seth, Sandeep Singh, Sander R Niehe, Sandra M Rivest, Sandra S Zier, Sandra Ahoud, Sandy Carr, Sanjay Ganapathi, Sanjay Shetty, Sanjeev Sharma, Santa Jimenez, Santhosh Satheesh, Santiago A Garcia, Sara Fernandez, Sara Karlsson, Sara Salkind, Sara Temiyasathit, Sarah Medina Rodriguez, Sarah Beaudry, Sarah Hadjih, Sarah Williams, Sarah Zahrani, Sarju Ralhan, Sasa Hinic, Sasko Kedev, Satinder Singh, Satoshi Yasuda, Satvic Cholenahally Manjunath, Sau Lee, Scott M Kaczkowski, Scott Kinlay, Sean W Hayes, Sebastian Sobczak, Senait Asier, Sergey A Sayganov, Seth I Sokol, Shaheen Pandie, Shaiful Azmi Yahaya, Shamir Mehta, Shao-Ping Nie, Sharad Chandra, Sharder Islam, Sharon Tai, Sheetal Rupesh Karwa, Sheri Ussery, Sheromani Bajaj, Sherron C Crook, Shigeyuki Nishimura, Shintaro Nakano, Shirin Heydari, Shiv Kumar Choudhary, Shivali Patel, Shobana Ganesan, Shruti Pandey, Shuyang Zhang, Shweta Hande, Siddharth Gadage, Sik-Yin V Tan, Silvia Zottis Poletti, Silvia Riera, Silvia Valbuena, Simon Walsh, Simona Maspoli, Simone Savaris, Si-Ting Feng, So Yang Cho, Solomon Yakubov, Songlin Zhu, Songtao Wang, Sonia Guerrero, Sonika Gupta, Sonja Salinger Martinovic, Sonya Brons, Sorin Brener, Sothinathan Gurunathan, Souheil Saba, Soundarya Nayak, Sowjanya Reddy, Srinivasa Potluri, Sriram Sudarshan, Srun Kuanprasert, Stacie Van Oosterhout, Stamatios Lerakis, Stanley E Cobos, Stefan C Bertog, Stefan M Simovi\u107, Stefan Weikl, Stefano Di Marco, Stefano Provasoli, Stephanie A Tirado, Stephanie C Boer, Stephanie M Lane, Stephanie Ferket, Stephanie Kelly, Stephanie Wasmiller, Stephen H McKellar, Stephen P Hoole, Stephen Fremes, Stephen Preston, Steve Leung, Steven A Fein, Steven J Lindsay, Steven P Sedlis, Steven Giovannone, Steven Michael, Steven Weitz, Stijn van Vugt, Subhash Banerjee, Sudhir Naik, Suellen Hosino, Sukie Desire, Sukit Yamwong, Suku T Thambar, Sulagna Mookherjee, Suman Singh, Sundeep Mishra, Sunil Kumar Verma, Supap Kulthawong, Supatchara Khwakhong, Surendra Naik, Suresh Babu, Surin Woragidpoonpol, Suryaprakash Narayanappa, Susan Derbyshire, Susan Gent, Susan Mathus, Susan Milbrandt, Susan Moore, Susan Regan, Susan Stinson, Susan Webber, Susana Silva, Susanna Stevens, Susanne Gruensfelder, Suthara Aramcharoen, Suvarna Kolhe, Suzana Tavares, Suzanne Arnold, Suzanne Welsh, Svetlana Apostolovic, Swapna Kunhunny, Ta-Chuan Hung, Taissa Zappernick, Tali Sharir, Talita Silva, Tamara Colai\ue1covo Soares, Tapan Umesh Pillay, Tarun K Mittal, Tatiana Trifonova, Tauane Bello Duarte, Tauqir Huk, T\ue9odora Dutoiu, Terrance Chua, Terry Weyand, Thabitha Charles, Theodoros Kofidis, Theresa McCreary, Thierry Lefevre, Thippeekaa Arumairajah, Thitipong Tepsuwan, Thomas J Mulhearn, Thomas M Meyer, Thomas P Rocco, Thomas R Downes, Thomas Crain, Thomas Haldis, Thomas Mathew, Thomas Redick, Thounaojam Indira Devi, Thuraia Nageh, Tia Cauthren, Tiago Silva, Tiffany Little, Tijana Andric, Tina Harding, Titus Lau, Tiziana Formisano, Tiziano Moccetti, Tomasz Ciurus, Tomasz Mazurek, Tomasz Tarchalski, Toshiyuki Nagai, Tri Tran, Tricia Youn, Trish Tucker, Trudie Milner, Tuhina Bose, Tushar Kotecha, Udo Sechtem, Uma S Valeti, Umberto Cucchini, Umesh Badami, Upendra Kaul, V K Bahl, V S Narain, Valentina Casali, Valeria Godoy, Valerie Robesyn, Vamshi P Priya, Vandana Yadav, Vera McKinney, Veronica De Lenges, Veronica Tinnirello, Vicente Miro, Victor Navarro, Victoria Gumerova, Victoria Hernandez, Vidya Seeratan, Vijay Kumar, Vikentiy Y Kozulin, Viktoria Bulkley, Vilmar Veiga Jr, Vincent Setang, C P Vineeth, Virginai Pubull Nu\uf1ez, Virginia Fern\ue1ndez-Figares, Vitor Gomes, Viviana Gabriel, Viviane Dos Santos, Viviane Almeida, Vlad A Iliescu, Vladan Mudrenovic, Vladimir Dzavik, Vojislav L Giga, Walter Enrique Mogrovejo, Wan Xian Chan, Wanda C Marfori, Wanda Parker, Warangkana Mekara, Wassim Nona, Wayne Old, Wayne Pennachi, Weerachai Nawarawong, Wei Chen, Wei Su, Weibing Xing, Wei-Ren Lan, Wenda Crawford, Wendy L Stewart, Wendy Drewes, Wenhua Lin, William B Abernethy, William D Salerno, William F Fearon, William Vergoni, William Weintraub, Winnie C Sia, Wlodzimierz J Musial, Xacobe Flores-R\uedos, Xavier Garcia-Moll Marimon, Xi Su, Xiang Ma, Xiangqiong Gu, Xiao Wang, Xiaomei Li, Xiaowei Yao, Xin Fu, Xin Su, Xin Zeng, Xinchun Yang, Xiuhong Li, Xuehua Fang, Xutong Wang, Yaming Geng, Yan Yan, Yanek P\ue9pin-Dubois, Yanfu Wang, Yang Wang, Yanmeng Tian, Yaping Huang, Yechen Han, Yesenia Zambrano, Yi-Hsuan Yang, Ying Tung Sia, Yining Yang, Yitong Ma, Yolayfi Peralta, Yongjian Wu, Yu Kunwu, Yu Zhao, Yudong Peng, Yueh-Hung Lin, Yulan Zhao, Yumei Dong, Yunhai Zhao, Yutthaphan Wannasopha, Yvonne Taul, Zakir Sahul, Zalina Kudzoeva, Zbigniew Kalarus, Zeljko Z Markovic, Zhen Huang, Zheng Ji, Zhenyu Liu, Zhou Yue, Zhulin Zhang, Zhuxi Li, Zile Singh Meharwal, Ziliang Bai, Zixiang Yu, Zohra Huda, Zoltan Davidovits
- Jeffries N.O.
- John Mancini G.B.
- Keltai M.
- Kirby R.
- Kohsaka S.
- Krishnan M.N.
- Kwong R.Y.
- Lopes R.D.
- Lopez-Sendon J.
- Maggioni A.P.
- Mark D.B.
- Maron D.J.
- Mavromatis K.
- Mavromichalis S.
- Miller T.D.
- Min J.K.
- Moorthy N.
- Newman J.D.
- O'Brien S.M.
- Peteiro J.
- Picard M.H.
- Reynolds H.R.
- Rockhold F.W.
- Rosenberg Y
- Ruzyllo W.
- Selvanayagam J.B.
- Senior R.
- Shaw L.J.
- Sidhu M.S.
- Spertus J.A.
- Stone G.W.
- Szwed H.
- White H.D.
- Williams D.O.
- Publication venue
- 'Massachusetts Medical Society'
- Publication date
- 01/01/2020
- Field of study
BACKGROUND Among patients with stable coronary disease and moderate or severe ischemia, whether clinical outcomes are better in those who receive an invasive intervention plus medical therapy than in those who receive medical therapy alone is uncertain. METHODS We randomly assigned 5179 patients with moderate or severe ischemia to an initial invasive strategy (angiography and revascularization when feasible) and medical therapy or to an initial conservative strategy of medical therapy alone and angiography if medical therapy failed. The primary outcome was a composite of death from cardiovascular causes, myocardial infarction, or hospitalization for unstable angina, heart failure, or resuscitated cardiac arrest. A key secondary outcome was death from cardiovascular causes or myocardial infarction. RESULTS Over a median of 3.2 years, 318 primary outcome events occurred in the invasive-strategy group and 352 occurred in the conservative-strategy group. At 6 months, the cumulative event rate was 5.3% in the invasive-strategy group and 3.4% in the conservative-strategy group (difference, 1.9 percentage points; 95% confidence interval [CI], 0.8 to 3.0); at 5 years, the cumulative event rate was 16.4% and 18.2%, respectively (difference, 121.8 percentage points; 95% CI, 124.7 to 1.0). Results were similar with respect to the key secondary outcome. The incidence of the primary outcome was sensitive to the definition of myocardial infarction; a secondary analysis yielded more procedural myocardial infarctions of uncertain clinical importance. There were 145 deaths in the invasive-strategy group and 144 deaths in the conservative-strategy group (hazard ratio, 1.05; 95% CI, 0.83 to 1.32). CONCLUSIONS Among patients with stable coronary disease and moderate or severe ischemia, we did not find evidence that an initial invasive strategy, as compared with an initial conservative strategy, reduced the risk of ischemic cardiovascular events or death from any cause over a median of 3.2 years. The trial findings were sensitive to the definition of myocardial infarction that was used