3 research outputs found
Multimodal Machine Learning for Automated ICD Coding
- Author
- Publication venue
- Publication date
- 06/08/2019
- Field of study
This study presents a multimodal machine learning model to predict ICD-10
diagnostic codes. We developed separate machine learning models that can handle
data from different modalities, including unstructured text, semi-structured
text and structured tabular data. We further employed an ensemble method to
integrate all modality-specific models to generate ICD-10 codes. Key evidence
was also extracted to make our prediction more convincing and explainable. We
used the Medical Information Mart for Intensive Care III (MIMIC -III) dataset
to validate our approach. For ICD code prediction, our best-performing model
(micro-F1 = 0.7633, micro-AUC = 0.9541) significantly outperforms other
baseline models including TF-IDF (micro-F1 = 0.6721, micro-AUC = 0.7879) and
Text-CNN model (micro-F1 = 0.6569, micro-AUC = 0.9235). For interpretability,
our approach achieves a Jaccard Similarity Coefficient (JSC) of 0.1806 on text
data and 0.3105 on tabular data, where well-trained physicians achieve 0.2780
and 0.5002 respectively.Comment: Machine Learning for Healthcare 201
Patient, Operator, and Procedural Characteristics of Guidewire Retention as a Complication of Vascular Catheter Insertion
- Author
- Publication venue
- 'Ovid Technologies (Wolters Kluwer Health)'
- Publication date
- 01/01/2023
- Field of study
OBJECTIVES:. Guidewire retention after intravascular catheter insertion is considered a “never event.” Prior reports attribute this complication to various characteristics including uncooperative patients, operator inexperience, off-hour or emergent insertion, and underutilization of ultrasound guidance. In this descriptive analysis of consecutive events, we assessed the frequency of patient, operator, and procedural factors in guidewire retention.
DESIGN:. Pre-specified observational analysis as part of a quality improvement study of consecutive guidewire retention events across a multihospital health system from August 2007 to October 2015.
SETTING:. Ten hospitals within the Cleveland Clinic Health System in Ohio, United States.
PATIENTS:. Consecutive all-comers who experienced guidewire retention after vascular catheter insertion.
INTERVENTIONS:. None.
MEASUREMENTS AND MAIN RESULTS:. Data were manually obtained from the electronic medical records and reviewed for potential contributing factors for guidewire retention, stratified into patient, operator, and procedural characteristics. A total of 24 events were identified. Overall, the median age was 74 years, 58% were males, and the median body mass index was 26.5 kg/m2. A total of 12 (50%) individuals were sedated during the procedure. Most incidents (10 [42%]) occurred in internal jugular venous access sites. The majority of cases (13 [54%]) were performed or supervised by an attending. Among all cases, three (12%) were performed by first-year trainees, seven (29%) by residents, three (12%) by fellows, and four (17%) by certified nurse practitioners. Overall, 16 (67%) events occurred during regular working hours (8 amto 5 pm). In total, 22 (92%) guidewires were inserted nonemergently, with two (8%) during a cardiac arrest. Ultrasound guidance was used in all but one case.
CONCLUSIONS:. Guidewire retention can occur even in the presence of optimal patient, operator, and procedural circumstances, highlighting the need for constant awareness of this risk. Efforts to eliminate this important complication will require attention to issues surrounding the technical performance of the procedure
Contributory presentations/posters
- Author
- A. A. Tikhomirov
- A. Amadei
- A. Bhattacharya
- A. Bogdanov
- A. C. Campos de Carvalho
- A. C. Mauricio
- A. C. Mauricio
- A. Cole
- A. D. Beniaminov
- A. D. Kaulen
- A. Di Nola
- A. Di Nola
- A. Emanuele
- A. Faraone
- A. G. Degermendzhy
- A. G. Sizykh
- A. G. Tonevitsky
- A. German
- A. Gries
- A. H. Parola
- A. Holzenburg
- A. I. El-Awadi
- A. I. Kuzmenko
- A. Ishino
- A. J. W. G. Visser
- A. J. Wein
- A. Jellali
- A. Johnson
- A. K. Bandyopadhyay
- A. K. Basak
- A. K. Basak
- A. K. Bera
- A. K. Bera
- A. K. Mishra
- A. K. Mishra
- A. K. Pal
- A. K. Pal
- A. K. Sharma
- A. K. Singh
- A. K. Tonkikh
- A. Khachatryan
- A. Kumar
- A. L. Barker
- A. L. Shvaleva
- A. M. Eissa
- A. M. Lynn
- A. M. Rebelo da Costa
- A. N. Antonovich
- A. Nandy
- A. Ongarbaev
- A. Pande
- A. Pramanik
- A. S. Dukhin
- A. S. Ghatpande
- A. Saitoh
- A. Sarai
- A. Sarai
- A. Spisni
- A. Srinivasan
- A. Srintvasan
- A. Surolia
- A. Surolia
- A. Takahashi
- A. Tikhonov
- A. V. Avetisyan
- A. Yayon
- A. Zanina
- Abdalla S. Ahmed
- Abraham H. Parola
- Achintya Das
- Adrian Neagu
- Adrian Neagu
- Adriana Solovicova
- Akira Goto
- Akira R. Kinjo
- Alan J. Waring
- Alberto Furia
- Alex Ninaber
- Alexander A. Yaroslavov
- Alexander V. Chalyi
- Alexandra Dinu
- Alexandra T. Balaban
- Alexandra Zahradniková
- Alexei N. Vasil’ev
- Alexey Surin
- Alfred Pingoud
- Alfredo Di Nola
- Almeida Rodrigo
- Amal K. Bera
- Amita Joshi
- Amitabha Chattopadhyay
- Amitabha Chattopadhyay
- Amy B. Heagle
- Ana Damjanović
- Andrew Badley
- Andrew Thompson
- Andrey V. Krylov
- András Dér
- András Hámori
- András Szilágyi
- Anil K. Singh
- Anil K. Singh
- Anil Kumar
- Anil Saran
- Anirban Ghosh
- Anjana Sen
- Anna Gabrielian
- Annie Morin
- Antonella Bandiera
- Anunay Samanta
- Anurae Varshney
- Anwer Mujeeb
- Araken S. Werneck
- Arghya Ray
- Arghya Ray
- Arijitt Borthakur
- Arima Fukunishi
- Arun Gidwani
- Arvi Freiberg
- Ashesh Nandy
- Ashish Arora
- Ashoke Ranjan Thakur
- Ashoke Ranjan Thakur
- Asok Baneriee
- Asok Baneriee
- Astrid Gräslund
- Astushi Nakagawa
- Atsushi Ohnishi
- Atta Ahmad
- Atta Ahmad
- Atta Ahmad
- Avadhesha Surolia
- Ayumu Saito
- B. -L. Johansson
- B. A. Feniouk
- B. A. Salakhutdinov
- B. A. Tashmukhamedov
- B. Aksakal
- B. Aktas
- B. Constantinescu
- B. D. Nageswara Rao
- B. D. Nageswara Rao
- B. Dalcin
- B. E. Davidson
- B. Hu
- B. I. Kurganov
- B. J. Premraj
- B. J. Premraj
- B. J. Rao
- B. Javaram
- B. K. Biswal
- B. Lesyng
- B. Lesyng
- B. Libisch
- B. Lortz
- B. N. Pandev
- B. P. Mukhopadhyay
- B. P. Mukhopadhyay
- B. P. S. Kang
- B. Padmanabhaa
- B. R. Pattnaik
- B. Raman
- B. S. Prabhananda
- B. Sengupta
- B. Sengupta
- B. Sundaravadivel
- B. Sundaravadivel
- B. T. Sagdullaev
- B. Terry
- B. Vallone
- B. W. Treijtel
- B. Žekš
- Balwinder Singh
- Barbara Ciani
- Bas Gobets
- Basuthkar J. Rao
- Basuthkar J. Rao
- Bengt Norden
- Berenice Venegas-Cotero
- Bernadette Heyd
- Bernard S. Gerstman
- Bernd Mayer
- Bina Chandani
- Bindu Pillai
- Bindu Pillay
- Bishnu P. Chatterjee
- Bishnu P. Chatterjee
- Bojan Božič
- Bonn Kirn
- Boojala V. B. Reddy
- Boris S. Zhorov
- Borys Kierdaszuk
- Bosco Ho
- Boštjan Žekš
- Brian D. Gute
- C. Barrias
- C. Barrias
- C. Branca
- C. Cohen-Addad
- C. Corsso
- C. Cortez-Maghelly
- C. E. Naylor
- C. ElHamel
- C. G. Suresh
- C. Hariharan
- C. L. Khetrapal
- C. Lupusoru
- C. Naylor
- C. P. Winlove
- C. R. Grace
- C. Ramakrishnan
- C. Ratna Prabha
- C. Savino
- C. Sivakama Sundari
- C. Tetreau
- C. Tetreau
- C. Travaglini-Allocatelli
- Calin Apetrei
- Carlo Knupp
- Ch. Betzel
- Ch. Betzel
- Ch. Mohan Rao
- Ch. Mohan Rao
- Chanchal K. Mitra
- Chatar Singh
- Chiara Suraci
- Chicko Nakazawal
- Chittoor P. Swaminathan
- Christoph Schick
- Christy A. Thomson
- Claudia Capurro
- Cor J. A. M. Wolfs
- Cornelis W. Hilbers
- Cécile Breyton
- D. Balasubramanian
- D. Bulone
- D. Bulone
- D. Cucu
- D. Flatters
- D. G. Weiss
- D. Gazdaru
- D. Genest
- D. Heitzmann
- D. Hicks
- D. Isabey
- D. J. Stratimirovic
- D. K. Bharadwaj
- D. K. Chang
- D. Lairez
- D. Lairez
- D. Lavalette
- D. Loganathan
- D. M. Salunke
- D. Macherel
- D. Martin
- D. Mihailescu
- D. N. Woolfeon
- D. N. Woolfson
- D. N. Woolfson
- D. O’Hare
- D. P. Millar
- D. Pines
- D. R. Alieva
- D. Roccatano
- D. S. Gurumurthy
- D. S. Moss
- D. Savitri
- D. Sriram
- D. Tchitchkan
- D. V. S. Jain
- D. Yu. Rogozin
- David C. Cullen
- David D. Thomas
- David L. Beveridge
- David Opitz
- David Stopar
- Debashree Bandyopadhyay
- Debashree Bandyopadhyay
- Deborah Keszenman
- Deepak Nair
- Deepak Sharma
- Deepak Sharma
- Deepti Jain
- Deepti Jain
- Deepti Warrier
- Delphine Flatters
- Denise Mills
- Derek N. Woolfson
- Devapriva Choudhury
- Devesh Kumar
- Devesh Kumar
- Dhananjay Bhattacharyya
- Dhananjay Bhattacharyya
- Diana Lungeanu
- Diederichs
- Dietmar J. Manstein
- Dietmar J. Manstein
- Digambar V. Behere
- Dinakar M. Salunke
- Dinakar M. Salunke
- Dinakar M. Salunke
- Dinesh Singh
- Dipti Marathe
- Dong-cai Liang
- Dragan Amic
- Drago Beslo
- Dubravka Krilov
- Dušanka Janežič
- Dénes Lőrinczv
- E. A. Chernitsky
- E. A. Chernitsky
- E. A. Lycholat
- E. A. Lycholat
- E. Carmen Candreva
- E. D. Getzoff
- E. Dé
- E. E. F. Haya
- E. E. Laukhina
- E. E. Minyat
- E. E. Pohl
- E. G. Alirzayeva
- E. Gornik
- E. I. Kovalenko
- E. I. Slobozhanina
- E. K. Matthews
- E. L. de Beer
- E. Loots
- E. M. Zaitseva
- E. M. Zaitseva
- E. M. Zdobnov
- E. N. Esimbekova
- E. Neu
- E. P. Passos
- E. Papp
- E. Pauthe
- E. Pines
- E. Planus
- E. R. Kandimalla
- E. Sackmann
- E. Savio-Galimberti
- E. T. Tadjibaeva
- E. V. Gritsenko
- E. V. Nemtseva
- E. Y. Isacoff
- Ed Morris
- Eglė Merkienė
- Eimer Tuite
- Elena A. Kotova
- Eleonora Marsich
- Elia Nunes
- Elia Nunes
- Elisa Del Terra
- Elisabeth Adjadj
- Elizabeth A. Doherty
- Elmar Weinhold
- Eric Ezra
- Erich Staudegger
- Erik M. Shapiro
- Erik R. P. Zuiderweg
- Erisa Harada
- Ernesto R. Caffarena
- Essa Alfahel
- Eugenia Kovacs
- Eugenia Kovacs
- Eva Urbánková
- Evans Coutinho
- Evans Coutinho
- F. Barceló
- F. Cutruzzolà
- F. de Paula
- F. Galtet
- F. M. Ali
- F. M. El-Refaei
- F. Nomura
- F. Pichierri
- F. Sevšek
- F. Tama
- Fateh S. Nandel
- Fateh S. Nandel
- Franciska Könczöl
- Franco Quadrifoglio
- Frank A. Ferrone
- Frauke Christ
- Fumi Takazawatt
- Fumimasa Nomura
- Fuyuhiko Inagaki
- G. A. Nagana Gowda
- G. A. Spooner
- G. Arcovito
- G. Benedek
- G. Björk
- G. C. Papageorgiou
- G. Chakshusmathi
- G. Garab
- G. Gomišček
- G. Govil
- G. Govil
- G. H. Rossmanith
- G. Horváth
- G. I. Mihalas
- G. Karthikeyan
- G. Kratz
- G. Krishnamoorthy
- G. Krishnamoorthy
- G. M. Kostner
- G. Macovievici
- G. Maisano
- G. Molle
- G. N. Semenkova
- G. Nagenagowda
- G. O. Nobuhiro
- G. P. Gorbeako
- G. P. S. Raghava
- G. Potikyan
- G. Ravindra Kumar
- G. S. Kalacheva
- G. S. Lakshmikanth
- G. Thiel
- G. Titescu
- G. Uretzky
- G. V. Donchenko
- G. Wübeller
- Gabor Tigyi
- Gary D. Bernard
- Geetanjali Bansal
- Geetha Gopalakrishnan
- Gennady V. Semisotnov
- Giedrius Vilkaitis
- Giorgio Forti
- Giorgio Forti
- Giorgio Manzini
- Giovanni Finazzi
- Girish S. Ratnaparkhi
- Girjesh Govil
- Girjesh Govil
- Gong Yandao
- Gopal Khetawat
- Goran Bačić
- Gosu Ramachandraiah
- Gota Kawai
- Gotam K. Jarori
- Gottfried Köhler
- Gotz Pilarczyk
- Gouri S. Jas
- Gregory D. Grunwald
- Greta Pifat
- Guilhem Lerat
- Gunjan Agarwal
- Győző Garab
- Gábor Horváth
- H. Aiba
- H. Amenitsch
- H. Arakelian
- H. Berry
- H. Berry
- H. Blom
- H. C. Pant
- H. Chosrowjan
- H. Dreyfus
- H. Fujita
- H. G. Ferreira
- H. Gilboa
- H. Hama-Inaba
- H. Hermel
- H. Hotani
- H. Hotani
- H. Hotani
- H. Ichinose
- H. J. C. Berendsen
- H. Jörnvall
- H. Kleszczyńska
- H. Kono
- H. Kono
- H. M. Pike
- H. M. Sonawat
- H. Matsuo
- H. Mori
- H. Möhwald
- H. N. Mallick
- H. Ohshima
- H. Ohyama
- H. S. Atreya
- H. S. Savithri
- H. Tagami
- H. Tochio
- H. Uedaira
- H. Uedaira
- H. Van Dael
- Han-qing Zhou
- Hana Bartošková
- Hang-fang Feng
- Hans A. Heus
- Haripada Maity
- Harpreet Kaur
- HE. Sngrvan
- Heinz Sklenar
- Heinz Welfle
- Henri Grosjean
- Henri Grosjean
- Herbert Lijima
- Herbert van Amerongen
- Herman J. C. Berendsen
- Herman J. C. Berendsen
- Hidefumi Kitazawa
- Hideo Akutsu
- Hideo Akutsu
- Hidetake Miyata
- Hiroaki Hirata
- Hirokazu Hotani
- Hirokazu Hotani
- Hiromasa Yagi
- Hironori Nakamura
- Hiroshi Kihara
- Hiroshi Nakashima
- Hirotomo Takaesu
- Hong-Wei Wang
- Hong-Wei Wang
- Hubert Thole
- I. A. Lopes
- I. A. Nikolenko
- I. A. Zalyvsky
- I. D. Volotovski
- I. Dey
- I. E. Sukovataya
- I. F. Fraceto
- I. Haulica
- I. Hayata
- I. I. Agapov
- I. M. Guseinova
- I. Morisima
- I. P. Sugar
- I. Radulcscu
- I. S. Zulfugarov
- I. Simidjiev
- I. Stefanescu
- I. V. Sokolova
- I. Venekei
- Ileana Petcu
- Ilya N. Shindylov
- Indira H. Shrivastava
- Indra Brata Jha
- Ira
- Isao Tanaka
- Ishida Masaru
- István Pomozi
- Ivan Dimitrov
- Ivan Ortega Blake
- Ivan Tahradník
- Ivan Zahradník
- Ivo H. M. van Stokkum
- J. A. Aliev
- J. A. Hypolite
- J. A. Khan
- J. A. Lebrón
- J. An
- J. An
- J. Antosiewicz
- J. Balaji
- J. Barchir
- J. Bourguignon
- J. Chapman
- J. de Xammar Oro
- J. E. Ponce-Homos
- J. F. Eccelston
- J. F. Y. Hoh
- J. G. Molotkovsky
- J. Guharay
- J. Guharay
- J. Guharay
- J. Holm
- J. K. Mohana Rao
- J. Kardos
- J. King
- J. Kuczera
- J. L. Ambrus
- J. P. Gardner
- J. P. Reeves
- J. P. Reeves
- J. Pande
- J. Payne
- J. Pelta
- J. Pelta
- J. Pines
- J. Portugal
- J. R. Grigera
- J. Raul Grigera
- J. S. Singh
- J. Sahel
- J. Shobini
- J. Sun
- J. T. Eaton
- J. Usukura
- J. V. Macpherson
- J. W. Borst
- J. Wahren
- J. Walahaw
- J. Walshaw
- J. Widengren
- J. Štrancar
- James Hofrichter
- Jan Nauš
- Jana Pavelková
- Janko N. Herak
- Jayson Gesme
- Jennifer A. Doudna
- Jens Linge
- Jeremy J. Ramsden
- Jerome Pinkner
- Ji-hua Wang
- Ji-ping Zhang
- Joachim Frank
- Joanna Trvlska
- John Barry
- John M. Squire
- John S. Leigh
- John Sandblom
- John Squire
- Jonathan Penoyar
- Jos Berends
- Joseph Belagyi
- Joseph Tigyi
- Joydip Das
- Jozef Sevcik
- Joël Mispelter
- Juan A. Subirana
- Juan Aymami
- Julia Goodfellow
- Julia M. Goodfellow
- Jun Funahashi
- Jure Derganc
- Juris Galvanovskis
- Jvoti U. Gaikwad
- Jyoti Gaikwad
- Jyoti Makker
- Jörg H. Kleinschmidt
- K. Anton Feenstra
- K. C. Chadha
- K. Chadha
- K. Chandrasekhar
- K. Choi
- K. E. Kruglyakova
- K. Ekberg
- K. Filipin
- K. Gerwert
- K. Ginalski
- K. Haginoya
- K. I. Bogutska
- K. K. Kannan
- K. K. Thompson
- K. Murata
- K. N. Rao
- K. Nagayaka
- K. Noyelle
- K. O. Greulich
- K. P. Madhusudan
- K. P. Mishra
- K. P. Mishra
- K. P. Mishra
- K. Purnapatre
- K. Rajaraman
- K. Razi Naqvi
- K. Saikrishnan
- K. Sayano
- K. Sekar
- K. Sridevi
- K. Suguna
- K. Suguna
- K. T. G. Ferreira
- K. Takiguchi
- K. Takiguchi
- K. Takiguchi
- K. Tsuchihashi
- K. V. R. Chary
- K. V. R. Chary
- K. V. R. Chary
- K. V. R. Chary
- K. V. R. Chary
- K. V. Ramanathan
- K. V. Ramanathan
- K. Veluraia
- K. Veluraja
- K. Zeth
- Kacko Tozawa
- Kailas D. Sonawane
- Kamakura
- Kanal B. Roy
- Kandala V. R. Chary
- Kanika Basak
- Kannan
- Kanury V. S. Rao
- Kanwal J. Kaur
- Kanwaljeet Kaur
- Kanwaljeet Kaur
- Kaoru Obuchi
- Karin Welfle
- Karina Roxana Iliescu
- Karl Freeman
- Karl Lohner
- Karoly Liliom
- Kartha S. Madhusudnan
- Kartha S. Madhusudnan
- Katsuhide Yutani
- Katsuhide Yutani
- Katsutoshi Nitta
- Katsutoshi Nitta
- Kavita Singh
- Kazufumi Takano
- Kazufumi Takano
- Kazumoto Kimura
- Kazuo Ohki
- Kazuo Ohki
- Kedar Nath Ghimire
- Keiichi Kawano
- Keiko Matsuda
- Ken Nishikawa
- Ken Nishikawa
- Kent Jørgensen
- Kevin McConnell
- Kimitsuna Watanabe
- Kingo Takiguchi
- Kiyoshi Mishima
- Klaus Schulten
- Koichi Nishigaki
- Koichi Nishigaki
- Koichi Nishigaki
- Koji Ichihara
- Koji Kinoshita
- Koodathingal Prakash
- Koodathingal Prakash
- Kotoko Nakata
- Krishnan Balasubramanian
- Kuang Tingyun
- Kunihiro Kuwajima
- Kunihiro Taira
- Kunio Hikichi
- Kõu Timpmann
- L. A. Kasumova
- L. G. Mitskevich
- L. Gráf
- L. La Fata
- L. M. Lukyanenko
- L. Mustárdy
- L. Mustárdy
- L. O. Dubitsky
- L. Radu
- L. S. Rath
- L. S. Vovkanvch
- L. Sieker
- L. Ya. Gendel
- L. Ya. Gendel
- Lalankumar Sinha
- Larry R. Jones
- Lars Edman
- Lata Panicker
- Latal Shukla
- Laurent E. Dardenne
- Laxma G. Ready
- Leizl F. Sapico
- Lennart Nilsson
- Leš Fajmut
- Li Yang
- Ling Bei
- Loice H. Jeyakumar
- Loránd Kelemen
- Lou -Sing Kan
- Loura Luis
- Lucy Malinina
- Luigi Xodo
- Luigi Xodo
- Lukas K. Tamm
- Lynne Regan
- László Farkas
- László Oroszi
- M. A. Ismayilov
- M. Aida
- M. Akivama
- M. Alcolea Palafox
- M. B. Palma-Vittorelli
- M. Balasubramanyam
- M. Bidva Sagar
- M. Bleich
- M. Blommers
- M. Brunori
- M. C. Donnamaria
- M. Canturk
- M. Ch. Michailov
- M. Condrescu
- M. D. Sastry
- M. De Spirito
- M. Degaonkar
- M. DiSanto
- M. Elanthiraiyan
- M. Faure
- M. G. Jeremić
- M. Gonsalves
- M. Gromiha
- M. Gulnaz Begum
- M. I. El Gohary
- M. I. Khan
- M. J. Padya
- M. Joniau
- M. K. Mathew
- M. K. Rahman
- M. K. Raval
- M. Khubchandani
- M. Klevets
- M. L. Cornélio
- M. Ljubisavljevic
- M. M. Ahmed
- M. M. Talaat
- M. Mangoni
- M. Manno
- M. Manno
- M. Michael Gromiha
- M. Michael Gromiha
- M. Mishina
- M. Mori
- M. Nagata
- M. Nealen
- M. Neuburger
- M. Nukaga
- M. Oobatake
- M. P. Bansal
- M. P. N. Nair
- M. Paramasivam
- M. Poppofl
- M. Pregetter
- M. R. Bugs
- M. R. Knight
- M. R. N. Murthy
- M. R. Rajeswari
- M. Radu
- M. Ramrakhiani
- M. S. P. Sansom
- M. Sharique Zahida Waheed Deva
- M. Sharma
- M. Shirakawa
- M. Srinivasan
- M. Srinivasan
- M. Sundaralingam
- M. Suzuki
- M. Tourbez
- M. Tourbez
- M. U. Palma
- M. Uhlén
- M. V. Hosur
- M. V. Hosur
- M. V. Hosur
- M. V. Jagannadham
- M. V. Kosevich
- M. V. Sholukh
- M. V. Zamaraeva
- M. Vijayan
- M. Vijayan
- M. Vijayan
- M. Vijayan
- M. Wojciechowski
- M. Xavier Suresh
- M. Ye. Tolstorukov
- M. Zamai
- M. Šentiurc
- Maciej Geller
- Madhavan P. N. Nair
- Madhusudan
- Mahaveer N. Degaonkar
- Mahesh Kumar
- Mahua Gliosli
- Mainak Majumder
- Maja R. Djurisic
- Makoto Demura
- Mamata H. Kombrabail
- Man Naus
- Manfred Kriechbaum
- Manisha Goel
- Manju Bansal
- Manjuli R. Sharma
- Manoj Semwal
- Marc A. Ceruso
- Marc F. J. Lensink
- Marcel Blommers
- Marcus A. Hemminga
- Maria Assarsson
- Maria Ivanova
- Maria Sajin
- Marina Kveder
- Mario Parisi
- Marius Balea
- Marjan Vracko
- Marko Marhl
- Marçal de O. Neto
- Masahiro Ishiura
- Masahito Yamazaki
- Masaki Sasai
- Masaki Sasai
- Masami Kusunoki
- Masashi Sonoyama
- Masashi Sonoyama
- Masashi Yokochi
- Masasuke Yoshida
- Masayuki Takahashi
- Masood Jelokhani-Niaraki
- Matej Praprotnik
- Mau Sinha
- Maurizio Pellecchia
- Md. Kalimullah
- Medicherla V. Jagannadham
- Meera Ramrakhiani
- Mei H. Chau
- Menno L. W. Knetsch
- Michael A. Geeves
- Michael Gősch
- Michael Nilges
- Michel Desmadreil
- Michiki Kasai
- Mihir Roy Choudhury
- Mihir Roychoudhury
- Mikael Leijon
- Miki Nagata
- Milan Brumen
- Milan Marko
- Milan Randic
- Milan Schara
- Min Yao
- Ming Xiao
- Ming-Hou
- Minoru Kanehisa
- Miquel Coll
- Mira Sastri
- Mitsuo Ono
- Miyashita Osamu
- Mohammed Naimuddin
- Mohammed Naimuddin
- Monica Neagu
- Monica Neagu
- Monica Neagu
- Monica Sundd
- Monica Sundd
- Monique Genest
- Motilal Maiti
- Motilal Maiti
- Mougli Suarez
- Mukesh Kumar
- MV. Kosevich
- N A. Tyulkova
- N. A. Tyulkova
- N. A. Tyulkova
- N. Asherie
- N. B. Ulyanov
- N. Bruant
- N. D. Amin
- N. Faraday
- N. Fedirko
- N. Gautham
- N. Genov
- N. Go
- N. Justin
- N. Kannan
- N. Kasyanenko
- N. Kudryasheva
- N. Kurgalvuk
- N. M. Kozlova
- N. Manoj
- N. Mataga
- N. N. Remmel
- N. Pappavee
- N. R. Jaganathan
- N. R. Jagannathan
- N. R. Jagannathan
- N. R. Jagannathan
- N. S. Kudryasheva
- N. S. Miroshnichenko
- N. Saint
- N. Shvinka
- N. Srivastava
- N. Sukumar
- N. V. Budagovskaya
- N. V. Fedurkina
- N. V. Khudaverdian
- N. V. Visser
- N. Vinay Kumar
- N. Yathindra
- N. Yathindra
- N. Yathindra
- N. Yathindra
- N. Č. Radenović
- Nadia Izadi-Pruneyre
- Nagasuma R. Chandra
- Nanda B. Joshi
- Nandita Bachhawat
- Naohiro Yamaguchi
- Naoki Fujitani
- Naoki Kamo
- Naoki Kamo
- Nataša Stojanović
- Neal W. Woodbury
- Neel S. Bhavesh
- Neelima Alam
- Neja Potocnik
- Nenad Trinajstic
- Nguyen-huu Xuong
- Nicola G. A. Abrescia
- Nicolas Sajot
- Nicolcta Moisoi
- Nicole Schäfers
- Nirmalya Majumdar
- Nitish K. Sanval
- Nitish K. Sanyal
- Nitish K. Sanyal
- Nobuaki Sekino
- Nobuhiro Go
- Norbert Garnier
- NR. Jagannathan
- O. A. Senkovich
- O. Coshic
- O. G. Luneva
- O. Goryn
- O. I. Ismailova
- O. K. Rath
- O. M. Maznyak
- O. N. Vagina
- O. Ogun
- O. S. Kuptsoya
- O. T. Jansson
- O. Yukawa
- O. Zsiros
- O. Zsiros
- Olaf F. A. Larsen
- Orna Zagoory
- P. -Å. Nygren
- P. B. Usmanov
- P. B. Usmanov
- P. B. Vidyasagar
- P. B. Vidyasagar
- P. Bonazzola
- P. C. Kesavan
- P. F. Bray
- P. F. Oliveira
- P. Fromherz
- P. Grochowski
- P. Haezebrouck
- P. Handa
- P. Harikumar
- P. J. Bjorkman
- P. J. Goetz
- P. J. Steinbach
- P. Jonasson
- P. K. Dash
- P. K. Julka
- P. K. Madhu
- P. K. Patel
- P. K. Patel
- P. K. Sengupta
- P. K. Sengupta
- P. K. Sengupta
- P. Kaliannan
- P. Kolandaivel
- P. Kolandaivel
- P. Kolandaivel
- P. Kolmdaivel
- P. Kumar
- P. L. San Biagio
- P. L. San Biagio
- P. L. T. M. Frederix
- P. Laggner
- P. Laggner
- P. Lavalette
- P. M. G. Curmi
- P. M. Minić
- P. Mattjus
- P. Migliardo
- P. Pohl
- P. Prabakaran
- P. R. Unwin
- P. Raghunathan
- P. Roccatano
- P. S. Parvathanathan
- P. Satheesh Kumar
- P. Sengupta
- P. Sengupta
- P. Sharma
- P. Soto
- P. Thyberg
- P. Závodszky
- Pan xin Min
- Panchan Bakshi
- Paramita Ghosh
- Parul Kalra
- Paul Selvin
- Paulo M. Bisch
- Paulo M. Bisch
- Pavel Novák
- Pavle R. Andjus
- Pawel Grochowski
- Pawel Penczek
- Pearl Akamine
- Pekka Mark
- Per Thyberg
- Peter M. G. Munro
- Peter Nielsen
- Peter Pohl
- Petr Ilik
- Petr Ilík
- Petr Jezek
- Philip E. Bourne
- Philip T. Lo Verde
- Philippe Milnard
- Phillip Lowe
- Piyush Shukla
- Pradeep K. Luther
- Pradeep K. Luther
- Prasanna Mohanty
- Prashant Desai
- Prashant Pesais
- Pratibha Mehta Luthra
- Preeti G. Joshi
- Prieto Manuel
- Punit Kaur
- Puniti Mathur
- Purnima Khandelwal
- Pál Ormos
- Péter Závodszky
- Q. H. Gibson
- R. A. Gasanov
- R. Agalarov
- R. Ammar
- R. Balaram
- R. Barthwal
- R. Bruder
- R. Cohen-Luria
- R. D. Allan
- R. Danev
- R. Douce
- R. E. Brown
- R. Fayad
- R. Gasanov
- R. Greger
- R. Hewitt
- R. Iliescu
- R. K. Mishra
- R. K. Soni
- R. Khachatryan
- R. L. Biltonen
- R. Lavery
- R. M. Kini
- R. Malathi
- R. Malathi
- R. Ober
- R. P. Morozova
- R. Phillip
- R. Prassl
- R. Prassl
- R. Ravishankar
- R. Ravishankar
- R. Rigler
- R. Rigler
- R. Rukmini
- R. Rukmini
- R. Sarojini
- R. Sarojini
- R. Sarojini
- R. Sarojini
- R. Sayfutdinov
- R. Schwarzenbacher
- R. Schwarzenbacher
- R. Sharony
- R. Swaminathan
- R. Thenmalarchelvi
- R. Titball
- R. V. Hosur
- R. V. Hosur
- R. V. Hosur
- R. V. Hosur
- R. Varadarajan
- R. Viiavaraghavan
- R. W. Albers
- R. W. Titball
- R. Wang
- R. Warth
- R. Y. S. Chan
- R. Yilgin
- Rabi Majumdar
- Raghavan Varadarajan
- Rahim Rizi
- Rajendra K. Agrawal
- Rajiv Bhat
- Rajiv Dotta
- Raluca Gruia
- Rama Jayasundar
- Ramesh Chandra
- Ramón Eritxa
- Ranjan Sen
- Ratan Mani Joshi
- Ratna S. Phadke
- Ravi Jasuja
- Ravinder Reddy
- Ravindra Tewari
- Ravindra Tewari
- Raymond Paxton
- Rein Ruus
- Remo Rons
- Renn Batra
- Ricardo Miledi
- Richard Lavery
- Rienk van Grondelle
- Robert Grassucci
- Robert I. Lehrer
- Robert Weisberg
- Robin W. Briehl
- Rodney King
- Roger Cooke
- Rolf Misselwitz
- Roman Kouril
- Roman Kouřil
- Romina Paola Barbagallo
- Rossen Mirchev
- Roxana Pologea-Moraru
- Roxana Toriano
- Ruby Dhar
- Rudolf Rigler
- Rudolf Rigler
- Rudolf Rigler
- Ruud B. Spruijt
- Rüdiger Wehner
- S. A. Bondarenko
- S. A. Schwartz
- S. Afonin
- S. Agadjanyan
- S. Agrawal
- S. Aravamudhan
- S. Ayrapetyan
- S. Banerjee
- S. Betts
- S. Bhattacharya
- S. Bhattacharya
- S. Blesic
- S. C. Biswas
- S. C. Panchal
- S. C. Sahu
- S. Chacko
- S. Chakraborty
- S. Chakraborty
- S. Chauhan
- S. F. Cheng
- S. Francis
- S. G. Sokolovski
- S. G. Stepanyan
- S. Gasa
- S. Ghosh
- S. Ghosh
- S. Ghosh
- S. Gourinath
- S. Govindasamy
- S. H. Sanghvi
- S. H. Yang
- S. Hénon
- S. Ishiwata
- S. Ishjkawa
- S. Iskenderova
- S. K. Sikdar
- S. K. Sikdar
- S. Karthikevan
- S. Kawahara
- S. Koulchitsky
- S. Kumar
- S. M. Dennison
- S. M. Gaikwad
- S. M. Vaiana
- S. Magazù
- S. Mahajan
- S. Maiti
- S. Maiti
- S. Matuoka
- S. Milosevic
- S. N. Baba-Zade
- S. N. Cherenkevich
- S. N. Novruzova
- S. N. Tiwari
- S. N. Tiwari
- S. Noga
- S. P. Gupta
- S. Pashkevich
- S. Pečar
- S. Picaud
- S. Pletnev
- S. Przestalski
- S. R. Kasturi
- S. Rajagopal
- S. Rao
- S. Rao
- S. Roy
- S. S. Rajan
- S. Sasaki-Sugio
- S. Sato
- S. Schreier
- S. Selvasekarapandian
- S. Selvasekarapandian
- S. Selvasekarapandian
- S. Selvasekarapandian
- S. Sharma
- S. Sri Krishna
- S. Srinivasan
- S. Srivatsun
- S. Stoylova
- S. Ståhl
- S. Sugitani
- S. Sukumar
- S. Sukumar
- S. Sukumar
- S. Sukumar
- S. Svetina
- S. Takahashi
- S. Thamotharan
- S. Uhlén
- S. Urata
- S. V. Antonyuk
- S. V. Fedorovich
- S. V. Konev
- S. Velmurugan
- S. Vishveshwara
- S. Yadav
- S. Yu. Suleimanov
- Saad Tayyab
- Salman Muzammil
- Samaresh Mitra
- Samir K. Brahmachari
- Samir K. Brahmachari
- Sangeeta Kulkarni
- Sangeeta Kulkarni
- Sangeeta Kulkarni
- Santosh Pasha
- Santosh Pasha
- Sapar M. Saparov
- Sarah Thomas
- Sarah Thomas
- Sarata C. Sahu
- Satinder S. Rawat
- Satyen Sana
- Saulius Klimašauskas
- Saulius Serva
- Savan Gupta
- Saša Svetina
- Scott Hultgren
- Sebastian Wärmländer
- Seema Dalal
- Seiji Esaki
- Sen-fang Sui
- Sen-fang Sui
- Serge Crouzy
- Setsuyuki Aoki
- Seán O. Donoghue
- Sh. V. Mamedov
- Shakti Sahi
- Shakti Sahi
- Shamci Monajembashi
- Shan Jixiu
- Sharmisllia Dey
- Shashank S. Pataskar
- Shashi Prajapati
- Shashi Prajapati
- Sheffali Dash
- Shekhar C. Mande
- Shigeki Mitaku
- Shigeki Mitaku
- Shigeki Mitaku
- Shigeki Mituku
- Shigeru Ohta
- Shwu-Bin Lin
- Shyamalava Mazumdar
- Shyamalava Mazumdar
- Siddhartha Datta
- Sidney Fleischer
- Silvia Diviacco
- Slavko Pečar
- Sonam Mehrotra
- Sonja Nikolic
- Sophie Cribier
- Sridhar Charagundla
- Sridhar K. Kannurpatti
- Stefan Khight
- Stefan Wennmalm
- Subhash C. Basak
- Subhasis Bandvopadhvay
- Subhendu Ghosh
- Subhendu Ghosh
- Subhendu Seth
- Sudha M. Cowsik
- Sudha Srivastava
- Sudha Srivastava
- Sudip Kundu
- Sudip Kundu
- Sudipto Das
- Suman Das
- Suman Das
- Suman Kundu
- Suman Kundu
- Sunita Ramanathan
- Sunita Sharma
- Sunita Sharma
- Surjit B. Dixit
- Susan S. Taylor
- Susanne Gangl
- Suvobrata Chakravarty
- Suzanne Kwong
- Swati Patwardhan
- Swati Prasad
- T. A. Kumosani
- T. Aita
- T. Blangè
- T. E. Thompson
- T. F. Aripov
- T. Farkas
- T. Grycuk
- T. Heino
- T. Hema Thanka Christlet
- T. Hema Thanka Christlet
- T. Kral
- T. Lakshmanan
- T. Matsuzaki
- T. N. Gayatri
- T. Nakajima
- T. P. A. Devasagayam
- T. P. Singh
- T. P. Singh
- T. P. Singh
- T. P. Singh
- T. P. Singh
- T. R. Govindachari
- T. Ramakrishna
- T. S. Dynbko
- T. S. Dyubko
- T. S. Ramalingam
- T. T. Woo
- T. Takizawa
- T. V. Ananieva
- T. V. Ananieva
- T. V. Nesterenko
- T. V. Savchenko
- Tadayasu Ohkubo
- Tai Kiuchi
- Takaaki Kumeta
- Takaaki Nishioka
- Takanori Sasakil
- Takao Kondo
- Takatsugu Hirokawa
- Takehiro Watanabe
- Takumi Koshiba
- Tamás Jávorfí
- Tania Chakraharty
- Tao Jiang
- Tapas Sana
- Tastuya Nakano
- Terence Wagenknecht
- Tetsuhiko Ohba
- Thamarapu Srikrishnan
- Thamarapu Srikrishnan
- Thamarapu Srikrishnan
- Thomas L. James
- Thorsten Ritz
- Tianhui Hu
- Tomoaki Ohmura
- Tomoharu Matsumoto
- Tomohiko J. Itoh
- Tomoyasu Aizawa
- Tomoyuki Iwabuchi
- Tomoyuki Nishida
- Toshihiko Ogihara
- Toshio Yanagida
- Tsuguchika Kaminuma
- Tudor Savopol
- Tudor Savopol
- U. Haldar
- U. Haldar
- U. K. Genick
- U. Sharma
- U. Singh
- U. Varshney
- U. Welscher
- Uddhavesh B. Sonavane
- Uma Singh
- Umamaheswar Duvvuri
- Umesh Varshney
- Usha B. Nair
- Usha B. Nair
- V. A. Fedin
- V. A. Kratasyuk
- V. A. Kratasyuk
- V. A. Pashinskaya
- V. A. Pashinskaya
- V. Arakelyan
- V. Arrigler
- V. D. Trivedi
- V. Forster
- V. I. Ivanov
- V. Jazbinšek
- V. K. Koltover
- V. K. Rastogi
- V. Kabaleeswaran
- V. Kiessling
- V. Kothekar
- V. Kothekar
- V. Kulchitsky
- V. Laretta-Garde
- V. Laurent
- V. M. Mazhul
- V. M. Mazhul
- V. Manko
- V. Martorana
- V. Martorana
- V. Mkheyan
- V. Mohan Kumar
- V. N. Shikhov
- V. N. Shilov
- V. Nastasa
- V. Natarajan
- V. P. Bubnov
- V. P. Skulachev
- V. R. Srinivas
- V. Rani Parvathy
- V. S. Chauhan
- V. S. Chubanov
- V. S. Shelkovsky
- V. V. Adamovich
- V. V. Rosin
- V. Villari
- Vasantha Pattabhi
- Vera Pingoud
- Vettai S. Ananthanaravanan
- Vettai S. Ananthanarayanan
- Victor Muñoz
- Vidva Raghunathan
- Vikas Chandra
- Vinod Bhakuni
- Vinod Bhakuni
- Vitaly K. Koltover
- Vito Stare
- Vivian Stojanoff
- Vlnod Bhakuni
- W. A. Varanda
- W. Bild
- W. H. Sawyer
- W. J. Chien
- W. Müller
- W. Schmahl
- W. Seidenbusch
- Wang Bao Han
- Wang Jushuo
- Wang Zhi Xin
- Wei-ying Cheng
- Wen-rui Chang
- Werner Kühlbrandt
- William A. Eaton
- Wolfgang Höhne
- Wolfgang Jahnke
- Wolfgang Wende
- Xiao-jian Hu
- Xun Shen
- Y-M. Zheng
- Y. -H. Sanejouand
- Y. Blouquit
- Y. Husimi
- Y. Kirino
- Y. Kishimoto
- Y. Kyogoku
- Y. Lin
- Y. M. Allakhverdieva
- Y. Nakato
- Y. Pesotskaya
- Y. Rubin
- Y. Shibata
- Y. Suezaki
- Y. U. Sasidhar
- Ya. I. Estrin
- Yasuhiro Kumaki
- Yasunori Yokoyama
- Yogesh Kumar
- Yoichi Hayakawa
- Yoichiro Ito
- Yoshihiro Kobashigawa
- Yoshitoshi
- Yoshiyuki Amemiya
- Yosiyuki Sowa
- Yu. Babayan
- Yu. P. Blagoy
- Yu. P. Chukova
- Yu. S. Babayan
- Yuan Zheng
- Yuji Kimura
- Yuki Fukuoka
- Yuki Nakagawa
- Yuling Yan
- Yuri Mukai
- Yuri Mukai
- Yuri N. Antonenko
- Yuriko Yamagata
- Yuriko Yamagata
- Yusuke Iguchi
- Yuzuru Husimi
- Yves Blouquit
- Z. B. Li
- Z. Combos
- Z. Cseh
- Z. Földes-Papp
- Z. Gombos
- Z. Guttenberg
- Z. Lobo
- Z. S. Várkonyi
- Z. Stolič
- Z. Tronteli
- Zeno Földes-Papp
- Zhao Nanming
- Zhi-hong Zhang
- Zs. Várkonyi
- Zvi Priel
- Á. Bódi
- Éric Quinjou
- Ü. Mets
- Č. N. Radenović
- Publication venue
- 'Springer Science and Business Media LLC'
- Publication date
- Field of study