650 research outputs found
Prediction of MET Overexpression in Non-Small Cell Lung Adenocarcinomas from Hematoxylin and Eosin Images
- Author
- Publication venue
- Publication date
- 12/10/2023
- Field of study
MET protein overexpression is a targetable event in non-small cell lung
cancer (NSCLC) and is the subject of active drug development. Challenges in
identifying patients for these therapies include lack of access to validated
testing, such as standardized immunohistochemistry (IHC) assessment, and
consumption of valuable tissue for a single gene/protein assay. Development of
pre-screening algorithms using routinely available digitized hematoxylin and
eosin (H&E)-stained slides to predict MET overexpression could promote testing
for those who will benefit most. While assessment of MET expression using IHC
is currently not routinely performed in NSCLC, next-generation sequencing is
common and in some cases includes RNA expression panel testing. In this work,
we leveraged a large database of matched H&E slides and RNA expression data to
train a weakly supervised model to predict MET RNA overexpression directly from
H&E images. This model was evaluated on an independent holdout test set of 300
over-expressed and 289 normal patients, demonstrating an ROC-AUC of 0.70 (95th
percentile interval: 0.66 - 0.74) with stable performance characteristics
across different patient clinical variables and robust to synthetic noise on
the test set. These results suggest that H&E-based predictive models could be
useful to prioritize patients for confirmatory testing of MET protein or MET
gene expression status
Development and Validation of a Deep Learning-Based Microsatellite Instability Predictor from Prostate Cancer Whole-Slide Images
- Author
- Publication venue
- Publication date
- 12/10/2023
- Field of study
Microsatellite instability-high (MSI-H) is a tumor agnostic biomarker for
immune checkpoint inhibitor therapy. However, MSI status is not routinely
tested in prostate cancer, in part due to low prevalence and assay cost. As
such, prediction of MSI status from hematoxylin and eosin (H&E) stained
whole-slide images (WSIs) could identify prostate cancer patients most likely
to benefit from confirmatory testing and becoming eligible for immunotherapy.
Prostate biopsies and surgical resections from de-identified records of
consecutive prostate cancer patients referred to our institution were analyzed.
Their MSI status was determined by next generation sequencing. Patients before
a cutoff date were split into an algorithm development set (n=4015, MSI-H 1.8%)
and a paired validation set (n=173, MSI-H 19.7%) that consisted of two serial
sections from each sample, one stained and scanned internally and the other at
an external site. Patients after the cutoff date formed the temporal validation
set (n=1350, MSI-H 2.3%). Attention-based multiple instance learning models
were trained to predict MSI-H from H&E WSIs. The MSI-H predictor achieved area
under the receiver operating characteristic curve values of 0.78 (95% CI
[0.69-0.86]), 0.72 (95% CI [0.63-0.81]), and 0.72 (95% CI [0.62-0.82]) on the
internally prepared, externally prepared, and temporal validation sets,
respectively. While MSI-H status is significantly correlated with Gleason
score, the model remained predictive within each Gleason score subgroup. In
summary, we developed and validated an AI-based MSI-H diagnostic model on a
large real-world cohort of routine H&E slides, which effectively generalized to
externally stained and scanned samples and a temporally independent validation
cohort. This algorithm has the potential to direct prostate cancer patients
toward immunotherapy and to identify MSI-H cases secondary to Lynch syndrome
Effects of antiplatelet therapy on stroke risk by brain imaging features of intracerebral haemorrhage and cerebral small vessel diseases: subgroup analyses of the RESTART randomised, open-label trial
- Author
- Abano Nenette
- Abbdul-saheb Mudhar
- Adedoyin Temi
- Adell Victoria
- Adesina Tolu
- Adie Katja
- Adil-Smith Jennifer
- Ahmad Nasar
- Ahmed Ashraf
- Ahmed Iman
- Al-Mayhani Talal
- Al-Shahi Salman Rustam
- Al-Shahi Salman Rustam
- Alam Mohammad Irfan
- Albazzaz Mo
- Ali Ali
- Alipio Francis
- Allen Christopher
- Allison Joanna
- Amey Isobel
- Amis Elaine
- Amlani Sageet
- Amoils Shannon
- Amor Kelly
- Anderson Rosemary
- Andole Sreeman
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- Ankolekar Sandeep
- Annamalai Arunkumar
- Anthony Alpha
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- Anwar Ijaz
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- Appleton Jason
- Argandona Lucia
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- Ramachandran Sankaranarayana
- Ramadan Hawraman
- Ramshaw Alex
- Rana Pratap
- Randall Marc
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- Rashmi Sindhu
- Ravenhill Garth
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- Reckless Ian
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- Reddan Julie
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- Richards Emma
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- Robinson Naomi
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- Rodrigues Mark A
- Rodriguez Aryelly
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- Roffe Jack
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- Rogers Gill
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- Rudenko Hannah
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- Saastamoinen Kari
- Sajid Mahmud
- Sakka Eleni
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- Salek-Haddadi Afraim
- Salih Isam
- Sally Moore
- Sandercock Peter A G
- Sangombe Mirriam
- Sangster Graeme
- Sanyal Ranjan
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- Sarah Procter
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- Sattar Saira
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- Saulat Afaq
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- Shukla Avani
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- Siddiq Muhammad
- Siddiqui Amber
- Siddiqui Anwer
- Sigsworth Andrew
- Simon Rohan
- Sims Don
- Singh Arun
- Sinha Devesh
- Skinner Helen
- Slade Peter
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- Smith Fiona
- Smith Gemma Marie
- Smith Simon
- Smith Wilma
- Smyth Nigel
- Spencer Jayne
- Sprigg Nikola
- Sprigg Nikola
- Srinivasan Meena
- Stafford Samantha
- Stafford Samantha
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- Steele Amy
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- Stevens Angela
- Stevens Stephanie
- Stevenson Sarah
- Stewart Kelvin
- Stocks Kathy
- Stone Andrew
- Storton Sharon
- Strain David
- Subramonian Santhosh
- Sudlow Cathie
- Sudlow Cathie L M
- Sukdeo Varthi
- Sullivan Frank
- Sultan Sulaiman
- Suttling Anne
- Sutton Claire
- Sutton Patrick
- Sutton Victoria
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- Tayler Michelle
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- Thant Hlaing
- Thavanesan Kamy
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- Thomas Kelly
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- Thomas Sarah
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- Thompson Susan
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- Thompson-Jones Helen
- Thomson Audrey
- Thornthwaite Sarah
- Thorpe Kevin
- Tilley Victoria
- Tiwari Divya
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- Tomlinson Benjamin
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- Tribbeck Michele
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- Triscott Claire
- Tryambake Dinesh
- Tucker Laura
- Tucker Susan
- Turfrey Jennifer
- Tysoe Sharon
- Ullah Khalil
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- van Someren Chloe
- Varquez Resti
- Vasileiadis Evangelos
- Vassallo Joseph
- Venter Marius
- Veraque Emelda
- Verrion Anna
- Vettimootal Johnson Venetia
- Vickers Carinna
- Walford Jamie
- Walker Allan
- Walker Marion
- Walker Pauli
- Walker Susannah
- Wallace Aine
- Wallace Rebecca
- Wallace Rebecca
- Walstow Deborah
- Walter Deborah
- Walters Ashleigh
- Wani Mushtaq
- Ward Deborah
- Wardlaw Joanna M
- Watchurst Caroline
- Waterfield Kelly
- Waterfield Kelly
- Watson Fran
- Waugh Dean
- Webb Tom
- Webber Adam
- Webster Timothy
- Weinling Marie
- Weir Nic
- Weir Pauline
- Welch Angela
- Werring David
- Werring David J
- Whitcher Alison
- White James
- White Julie
- White Philip M
- White Susan
- Whiteley William
- Whiteley William N
- Whiteman Jessica
- Whiteman Jessica
- Whiting Robert
- Whittamore Katherine
- Wiggam Ivan
- Wilding Peter
- Wilkes Gwendoline
- Wilkinson Mark
- Willberry Angela
- Williams Carol
- Williams Rebecca
- Williams-Yesson Barbara
- Willmot Mark
- Wilson David
- Wilson Duncan
- Wilson Jenny
- Wilson Lisa
- Wilson Sarah
- Wiltshire Alison
- Wood Diane
- Wood Edith
- Wood Lisa
- Woodward Stephen
- Wright Fiona
- Wroath Belinda
- Wynter Inez
- Yadava Rajendra
- Yip Brigitte
- Young Andrew
- Zachariah George
- Zahoor Tajammal
- Zoe Mellor
- Publication venue
- 'Elsevier BV'
- Publication date
- 22/05/2019
- Field of study
Background
Findings from the RESTART trial suggest that starting antiplatelet therapy might reduce the risk of recurrent symptomatic intracerebral haemorrhage compared with avoiding antiplatelet therapy. Brain imaging features of intracerebral haemorrhage and cerebral small vessel diseases (such as cerebral microbleeds) are associated with greater risks of recurrent intracerebral haemorrhage. We did subgroup analyses of the RESTART trial to explore whether these brain imaging features modify the effects of antiplatelet therapy
Global wealth disparities drive adherence to COVID-safe pathways in head and neck cancer surgery
- Author
- Abbott Tom E F
- Abdallah E A
- Abdel-Galil K M A H
- Abdulwahed E A
- Abeloos J
- Acosta L
- Adamina Michel
- Ademuyiwa Adesoji O
- Adeyeye A A
- Adjeso T
- Agarwal Arnav
- Agarwal S
- Aguilera-Arévalo M
- Agyeman-Prempeh A
- Ahmed A
- Akornor E T
- Al assaf A
- Alakaloko Felix
- Alameer Ehab
- Albertsmeiers Markus
- Alderson Derek
- AlKharashi E
- Almasri M
- Alonso Lamberti L
- Alpert N
- Alser Osaid
- Alshaar Muhammad
- Alshareea E A
- Alshryda Sattar
- Alvarez M R
- Amankwaa W O
- Amin A
- Aning D
- Ansarin M
- Antoniadis K
- Antwi D A
- Apppiah-Thompson P
- Arikan A
- Arkadopoulos N
- Arkha Y
- Armstrong M
- Arnaud Alexis P
- Arrangoiz R
- Asceric R R
- Ashoush F M
- Augestad Knut Magne
- Ayasra Faris
- Aydemir L
- Aygun N
- Ayub B
- Azam M T
- Azevedo José
- Baietti A
- Baili E
- Baldini E
- Ballouhey Q
- Bankhead-Kendall Brittany K
- Baran E
- Barlow Emma
- Barnor I
- Barry C
- Basaran B
- Basaran B
- Bater M
- Batstone M
- Batstone Martin
- Batstone Martin
- Becerra GFC
- Becerril O S
- Bechri H
- Benkabbou A
- Benson Ruth A
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- Bergonzani M
- Betz C S
- Bhangu Aneel
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- Blanco-Colino Ruth
- Blaurock M
- Boccalatte L A
- Boehm A
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- Breen Kerry A
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- Burgess C
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- Burrows S
- Busch C
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- Calik B
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- Carabias Hernandez A
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- Casaril A
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- Chatziioannou I
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- Cheng D
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- Christensen Peter
- Chu F
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- Contedini F
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- Cordova A
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- Cox Daniel
- Crank S
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- Cunha Miguel F
- Dakpé S
- Damah M
- Danias N
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- De Berardinis R
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- Deganello A
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- Devlin B
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- Edwards John G
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- Escartin J
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- Ford Samuel
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- Godden D
- Gomes Gustavo Mendonça Ataíde
- Gordini L
- Grecinos Gustavo
- Gregoire V
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- Groot G
- Gross N D
- Gründl Madalegna
- Gujjuri Rohan R
- Guntinas-Lichius O
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- Gómez-Pedraza A
- Gürkan Yetkin S
- Habeeb A
- Halkias Constantine
- Hammed A M
- Hammed S M
- Hardillo J
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- Haung L
- Heritage Emily
- Hisham Intisar
- Hislop S
- Ho M
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- Ho Michael Wing Sung
- Hodge R
- Hoffmann C
- Hoffmann T K
- Homer J
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- Hughes Terry
- Hulbert J
- Husband A
- Hutchinson Peter J
- Hwang Shelley
- Hyde N C
- Hölzle F
- Ibrahim A F
- Ibáñez-Aguirre F
- Ietrobon G
- İflazoğlu N
- Illezeau C N
- Ingrams D
- Inhestern J M
- Ionescu A
- Ionna F
- Irune E
- Isik A
- Isik Arda
- Issahalq M D
- Jackson Richard
- Jariod-Ferrer U M
- Java K R
- Jelovac D
- Jenkinson Michael D
- Jiménez Carneros V
- Jiménez Miramón F J
- Jones Conor S
- Jones T M
- Jonker Pascal
- Joshi R
- Jover Navalón J M
- Kaafarani Haytham M A
- Kalfountzos C E
- Kamarajah Sivesh K
- Kar M
- Katre C
- Kaya T
- Keatley James M
- Kerawala C J
- Khatri Chetan
- Khaw Rachel A
- Khokhar M I
- King E
- Kittur M
- Kleeff J
- Knight Andrew
- Kokoropoulos P
- Kolias Angelos
- Konney A
- Kothari P
- Kovacevic B M
- Kowalski L
- Krdzic I D
- Kruijff Schelto
- Kucuk G
- Kulkarni G
- Kumar A
- Kumar S
- Kumi E O
- Kyzas P
- Laban S
- Lageju N
- Lallemant B
- Laloze J
- Lamoral P
- Landaluce Olavarria A
- Lapolla P
- Larentzakis A
- Lauretta M
- Lawani Ismail
- Lawday Samuel
- Lederhuber Hans
- Lee W
- Lemma F
- Lennon P
- Leonard C G
- Leventoglu S
- Leventoglu Sezai
- León Ledesma R
- Li Elizabeth
- Liakakos T
- Liew Y T
- Lindqvist E K
- Litvin Andrey
- Lizzi V
- Lloyd C
- Loehrer Andrew
- Loh C
- Lopez F
- Lorena Maria Aguilera
- Lorencin M
- Lorenz K
- Lowe T
- Luke L
- Luksic I
- Löffler Markus W
- Maariën S
- Mace A D
- MacNeil D
- Madolo Maria Marta
- Maharaj D D
- Mahfoud M
- Maimbo Mayaba
- Mair M
- Majbar M
- Major Piotr
- Majumdar K S
- Mak J K C
- Mamic M
- Manan L
- Manickavasagam J
- Mann Harvinder S
- Mantoglu B
- Marchetti C
- Maremonti P
- Marino M V
- Marruzzo G
- Marson Ella J
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- Martin Janet
- Marwan H
- Marx W
- Mashbari Hassan N
- Masterson L
- Mattine S
- Mayer R
- Mazingi Dennis
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- McCaul J
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- McGill Laura
- Mckay Siobhan C
- McLean Kenneth A
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- Mengistu G Mengesha
- Mercante G
- Metallidis Symeon
- Michalopoulos N V
- Milentijevic M A
- Miles B
- Mills Emily C
- Milutinovic V Z
- Minaya-Bravo Ana
- Minaya-Bravo Ana
- Mingoli A
- Mishra N
- Misra S
- Mizrachi A
- Modabber A
- Mohan Helen M
- Mohsine R
- Moore Rachel
- Moszkowicz David
- Moug Susan
- Muduly D K
- Murphy J P
- Murphy S H
- Möckelmann N
- Müller S A
- Nama M
- Nankivell P
- Nankivell Paul
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- Nardi C N
- Naredla P R
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- Nepogodiev Dmitri
- Nepogodiev Dmitri
- Neri F
- Ng-Kamstra Joshua S
- Niquen Milagros
- Nixon I J
- Niziol R
- Ntirenganya Faustin
- Ntziovara A
- O'Hara J
- Oliva R N L
- Olivos Maricarmen
- Omar Omar
- Orestis O
- Osei L
- Osman N A
- Oudrhiri M
- Oussama Kacimi
- Outani Oumaima
- Oyelakin O
- Padilla Valverde D
- Paley M
- Parasyris S
- Pareek P
- Parkin R
- Parmar S
- Parreno-Sacdalanm Marie Dione
- Pata Francesco
- Pellini R
- Pellino Gianluca
- Penumadu P
- Perez C J
- Perra T
- Perry Rita
- Petrovic M
- Piantanida R
- Picciochi Maria
- Pichi B
- Pigadas N
- Pignatti M
- Pikoulis E
- Pinkney Thomas D
- Pinkney Tom
- Pinto V
- Piras A
- Pizzigallo A
- Pockney Peter
- Poku M
- Poonia D
- Porcu A
- Pothula V
- Prabhu V
- Prada J
- Pringle S
- Prucher G
- Qureshi Ahmad
- Radenkovic Dejan
- Rajan S
- Ramchandani P
- Ramos Rodriguez J
- Rapp J
- Raychowdhury R
- Raychowdhury R
- Rees-Stoner O
- Refky B
- Reim D
- Rey-Biel J
- Ribuffo D
- Ricci S
- Ricotta F
- Rinaldi G
- Ringrose T
- Riva F
- Rivera Carlos Jose Perez
- Rizzo D
- Roberts Keith
- Ronellenfitsch U
- Roslani April C
- Rutegård Martin
- Safwat Shahine M
- Sainuddin S
- Salazar Carrasco A
- Salem M C
- Santos Irène
- Sanz-Larrainzar A
- Saracoglu A
- Saracoglu K T
- Saratziotis A
- Satoi Sohei
- Saverio Salomone Di
- Sayyed Raza
- Schache A G
- Schache Andrew
- Schache Andrew G
- Schache Andrew G
- Schilling C
- Schizas D
- Schmidt F
- Schneider R
- Schnitzbauer Andreas A
- Schreuder W H
- Schrijvers D L A L
- Schweitzer D
- Scott N
- Seenivasagam R K
- Segaren N
- Selmani J
- Semple C J
- Sen C
- Setuagbe J
- Seyi-Olajide Justina O
- Sharma N
- Sharma Neil
- Shaw R J
- Shaw Richard
- Shaw Richard
- Shaw Richard
- Sheahan P
- Sholadoye T S T T
- Shu Sebastian
- Siaw-Acheampong Kwabena
- Siddique H
- Sidiropoulos T A
- Sikakulya F K
- Simoes Joana F F
- Simoes Joana F F
- Simoes Joana F F
- Simon C
- Simon Christian
- Simon Christian
- Singh M P
- Singh R P
- Snee D
- Sood S
- Soreide Kjetil
- Souadka A
- Soulé-Martínez C E
- Spaas C
- Spartalis E
- Spinelli Antonino
- Spriano G
- Stefanovic Z B
- Stein J
- Stenhouse J
- Stewart Grant D
- Stoeckli S J
- Sultania M
- Sumer B
- Sumrak S
- Sund M
- Sund Malin
- Sundar Sudha
- Surwald C
- Sutton D
- Syllaios A
- Szewczyk M
- Sánchez Barrueco A
- Tabiri Stephen
- Tagliabue M
- Taioli E
- Tanal M
- Tarsitano A
- Tatsis D
- Taylor Elliott H
- Thomas S
- Tighe D
- Tiwari A R
- Tiwari Abhinav
- Toia F
- Tousidonis M
- Toutounji T
- Townend Philip
- Trout Isobel M
- Tsoulfas Georgios
- Ugarte-Sierra B
- Uludag M
- Usseglio J
- Vahl J M
- Valle Rubio A
- van der Plas Willemijn
- Van Haesendonck G
- Van Laer C
- van Ramshorst Gabrielle H
- Varazzani A
- Varley I
- Vartanian J
- Vassiliou L
- Vassiliu P
- Venn Mary L
- Vidya Raghavan
- Vilaseca I
- Villacampa J M
- Vimalachandran Dale
- Vishnoi J
- Vovola F
- Walker C
- Walton G
- Walędziak M
- Warren Oliver J
- Waseem S
- Wedderburn Duane
- Whitley S
- Wilkin Richard J W
- Willemse E B M
- Wilson A
- Winnand P
- Winter S C
- Winter Stuart C
- Winter Stuart C
- Wright Naomi
- Wuraola F
- Yalkin Ö
- Yigit B
- Ying Y
- Zakai D
- Zografos C
- Publication venue
- Publication date
- 01/01/2021
- Field of study
Peer reviewe
Optimasi Portofolio Resiko Menggunakan Model Markowitz MVO Dikaitkan dengan Keterbatasan Manusia dalam Memprediksi Masa Depan dalam Perspektif Al-Qur`an
- Author
- Aarrestad Thea Klaeboe
- Abbaneo Duccio
- Abbiendi Giovanni
- Abbrescia Marcello
- Abdullin Salavat
- Abdulsalam Abdulla
- Abercrombie Daniel
- Abu Zeid Shimaa
- Ackert Andrew
- Acosta Darin
- Acosta John Gabriel
- Adair Antony
- Adam Wolfgang
- Adams Jordon Rowe
- Adams Mark Raymond
- Adams Todd
- Adzic Petar
- Agapitos Antonis
- Aggleton Robin
- Agram Jean-Laurent
- Ahmad Ashfaq
- Ahmad Muhammad
- Ahmad Muhammad
- Ahmed Ijaz
- Ahuja Sudha
- Akchurin Nural
- Akgun Bora
- Al-bataineh Ayman
- Albergo Sebastiano
- Albert Andreas
- Albrow Michael
- Alcaraz Maestre Juan
- Aldaya Martin Maria
- Alderweireldt Sara
- Aldá Júnior Walter Luiz
- Aleksandrov Aleksandar
- Alexakhin Vadim
- Alexander James
- Alimena Juliette
- Allen Brandon
- Almond John
- Alunni Solestizi Luisa
- Alverson George
- Alves Fábio Lúcio
- Alves Gilvan
- Alyari Maral
- Amapane Nicola
- Amsler Claude
- Anagnostou Georgios
- Anderson Dustin
- Anderson Ian
- Andrea Jeremy
- Andreev Vladimir
- Andreev Yuri
- Andrews Michael Benjamin
- Androsov Konstantin
- Anelli Christopher
- Antonelli Louis
- Antropov Iurii
- Antunovic Zeljko
- Apanasevich Leonard
- Apollinari Giorgio
- Apresyan Artur
- Apyan Aram
- Arcaro Daniel
- Arcidiacono Roberta
- Arenton Michael Wayne
- Argiro Stefano
- Arneodo Michele
- Asavapibhop Burin
- Asawatangtrakuldee Chayanit
- Askew Andrew
- Attikis Alexandros
- Aubin Alexandre
- Auffray Etiennette
- Autermann Christian
- Auzinger Georg
- Avdeeva Ekaterina
- Avery Paul
- Avetisyan Aram
- Avila Carlos
- Azarkin Maksim
- Azhgirey Igor
- Aziz Tariq
- Azzi Patrizia
- Azzolini Virginia
- Azzurri Paolo
- Aşılar Ece
- Baarmand Marc M
- Baber Mark
- Bacchetta Nicola
- Bachmair Felix
- Bachtis Michail
- Baden Drew
- Baffioni Stephanie
- Bagliesi Giuseppe
- Bahinipati Seema
- Baillon Paul
- Bainbridge Robert
- Bakhshiansohi Hamed
- Ball Austin
- Ball Fionn
- Ban Yong
- Banerjee Sudeshna
- Banerjee Sunanda
- Bansal Sunil
- Barbagli Giuseppe
- Barberis Emanuela
- Barbieri Richard
- Bargassa Pedrame
- Baringer Philip
- Barker Anthony
- Barnes Virgil E
- Barney David
- Baron Owen
- Barone Luciano
- Barria Patrizia
- Barrio Luna Mar
- Bartek Rachel
- Barth Christian
- Bartosik Nazar
- Bartók Márton
- Baskakov Alexey
- Battilana Carlo
- Baty Austin
- Bauerdick Lothar AT
- Baumgartel Darin
- Baus Colin
- Bayshev Igor
- Bean Alice
- Beauceron Stephanie
- Beaudette Florian
- Beck Lana
- Beernaert Kelly
- Behera Prafulla Kumar
- Behnamian Hadi
- Behnke Olaf
- Behrens Ulf
- Bein Samuel
- Beirão Da Cruz E Silva Cristóvão
- Belchior Batista Das Chagas Ewerton
- Belforte Stefano
- Beliy Nikita
- Belknap Donald
- Bell Ken W
- Bellan Riccardo
- Belloni Alberto
- Beluffi Camille
- Belyaev Alexander
- Belyaev Andrey
- Benato Lisa
- Bencze Gyorgy
- Bendavid Joshua
- Benelli Gabriele
- Beni Noemi
- Benussi Luigi
- Benvenuti Alberto
- Beranek Sarah
- Beretvas Andrew
- Bergauer Thomas
- Berger Joram
- Beri Suman Bala
- Bernardes Cesar Augusto
- Bernardini Jacopo
- Bernet Colin
- Berry Douglas
- Berry Edmund
- Berryhill Jeffrey
- Bertl Willi
- Besancon Marc
- Betchart Burton
- Betts Russell Richard
- Bhandari Rohan
- Bhardwaj Ashutosh
- Bhat Pushpalatha C
- Bhatnagar Vipin
- Bhattacharya Rajarshi
- Bhattacharya Saptaparna
- Bhattacharya Satyaki
- Bhawandeep Bhawandeep
- Bhopatkar Vallary
- Bhowmik Sandeep
- Bi Ran
- Bialkowska Helena
- Bian Jian-Guo
- Bianchini Lorenzo
- Bianco Stefano
- Bierwagen Katharina
- Biino Cristina
- Bilei Gian Mario
- Bilin Bugra
- Bilki Burak
- Bilmis Selcuk
- Bin Anuar Afiq Aizuddin
- Bisello Dario
- Bitioukov Sergei
- Blekman Freya
- Blinov Vladimir
- Blobel Volker
- Bloch Daniel
- Bloch Philippe
- Bloom Kenneth
- Bluj Michal
- Blumenfeld Barry
- Boccali Tommaso
- Bocci Andrea
- Bodek Arie
- Boimska Bożena
- Boletti Alessio
- Bolla Gino
- Bonacorsi Daniele
- Bonato Alessio
- Bondu Olivier
- Boos Edouard
- Boren Samuel
- Bornheim Adolf
- Borras Kerstin
- Bortignon Pierluigi
- Borzou Ahmad
- Bose Tulika
- Botta Cristina
- Boudoul Gaelle
- Bouhali Othmane
- Bourilkov Dimitri
- Bouvier Elvire
- Bowen James
- Bradmiller-Feld John
- Braghieri Alessandro
- Braibant-Giacomelli Sylvie
- Brandstetter Johannes
- Brandt Stephanie
- Branson James G
- Breedon Richard
- Breto Guillermo
- Brew Christopher
- Brianza Luca
- Brigliadori Luca
- Brigljevic Vuko
- Brinkerhoff Andrew
- Brinson Jessica
- Brito Lucas
- Brochero Cifuentes Javier Andres
- Brochet Sébastien
- Brodski Michael
- Brom Jean-Marie
- Brondolin Erica
- Brooke James John
- Brown Robert M
- Brun Hugues
- Bruner Christopher
- Bruno Giacomo
- Buchmuller Oliver
- Bucinskaite Inga
- Bundock Aaron
- Bunkowski Karol
- Bunn Julian
- Buontempo Salvatore
- Burkett Kevin
- Burns Douglas
- Burns Dustin
- Burt Kira
- Burton Darren
- Busson Philippe
- Busza Wit
- Butler Joel Nathan
- Butler Philip H
- Buttignol Michael
- Butz Erik
- Bylinkin Alexander
- Bylsma Ben
- Byszuk Adrian
- Bäni Lukas
- Cabrera Andrés
- Cabrillo Iban Jose
- Cadamuro Luca
- Caillol Cécile
- Cakir Altan
- Calabria Cesare
- Calderon De La Barca Sanchez Manuel
- Calderon Alicia
- Cali Ivan Amos
- Call Kenneth
- Calligaris Luigi
- Calpas Betty
- Calvelli Valerio
- Calvert Brian
- Calvo Enrique
- Caminada Lea
- Campagnari Claudio
- Campanini Renato
- Campbell Alan
- Camporesi Tiziano
- Candelise Vieri
- Canelli Maria Florencia
- Cankocak Kerem
- Capiluppi Paolo
- Caputo Claudio
- Carlin Roberto
- Carnes Andrew
- Carpinteyro Severiano
- Carrera Jarrin Edgar
- Carrillo Montoya Camilo Andres
- Carrillo Moreno Salvador
- Cartiglia Nicolo
- Carvalho Antunes De Oliveira Alexandra
- Carvalho Wagner
- Carver Matthew
- Casal Bruno
- Casarsa Massimo
- Casasso Stefano
- Castaldi Rino
- Castello Roberto
- Castilla-Valdez Heriberto
- Castiñeiras De Saa Juan Ramon
- Castle James
- Castro Andrea
- Caudron Adrien
- Cavallari Francesca
- Cavallo Francesca Romana
- Cavallo Nicola
- Cavanaugh Richard
- Celik Ali
- Centis Vignali Matteo
- Cepeda Maria
- Cerati Giuseppe Benedetto
- Cerci Salim
- Cerminara Gianluca
- Cerrada Marcos
- Chabert Eric Christian
- Chadeeva Marina
- Chamizo Llatas Maria
- Chang Paoti
- Chang You-Hao
- Chang Yu-Wei
- Chanon Nicolas
- Chao Yuan
- Chaparro Sierra Luisa Fernanda
- Chapon Emilien
- Charaf Otman
- Charlot Claude
- Chatterjee Kalyanmoy
- Chatterjee Rajdeep Mohan
- Chauhan Shubhanshu
- Chauhan Sushil
- Chaves Jorge
- Chawla Ridhi
- Chen Geng
- Chen Guo-Ming
- Chen He-Sheng
- Chen Kai-Feng
- Chen Mingshui
- Chen Po-Hsun
- Chen Ye
- Chen Yi
- Chen Zhenyu
- Chenarani Shirin
- Cheng Tongguang
- Cherepanov Vladimir
- Chertok Maxwell
- Cheung Harry
- Chhibra Simranjit Singh
- Chierici Roberto
- Chinellato Jose
- Chiorboli Massimiliano
- Chistov Ruslan
- Chlebana Frank
- Cho Sungwoong
- Choi Minkyoo
- Choi Suyong
- Choi Young-Il
- Chou John Paul
- Choudhary Brajesh C
- Choudhury Somnath
- Chtchipounov Leonid
- Chu Jennifer
- Chudasama Ruchi
- Chwalek Thorsten
- Ciangottini Diego
- Cieri Davide
- Cihangir Selcuk
- Cimmino Anna
- Ciocci Maria Agnese
- Cipriani Marco
- Cirkovic Predrag
- Citron Matthew
- Cittolin Sergio
- Ciulli Vitaliano
- Civinini Carlo
- Claes Daniel R
- Clare Robert
- Clarida Warren
- Clarke Christopher
- Clement Emyr
- Clerbaux Barbara
- Cockerill David JA
- Cocoros Alice
- Codispoti Giuseppe
- Colafranceschi Stefano
- Colaleo Anna
- Cole Joanne
- Colino Nicanor
- Collard Caroline
- Colling David
- Colombo Fabio
- Connor Patrick
- Contardo Didier
- Conte Eric
- Contreras-Campana Christian
- Contreras-Campana Emmanuel
- Conway John
- Conway Rylan
- Cooper Seth
- Cooperstein Stephane
- Cornelis Tom
- Corpe Louie
- Cossutti Fabio
- Costa Marco
- Costa Salvatore
- Costanza Francesco
- Coubez Xavier
- Couderc Fabrice
- Coughlan John A
- Courbon Benoit
- Cousins Robert
- Covarelli Roberto
- Cowden Christopher
- Cox Bradley
- Cox Peter Timothy
- Creanza Donato
- Cremonesi Matteo
- Cristella Leonardo
- Cuevas Javier
- Cuffiani Marco
- Cumalat John Perry
- Curras Esteban
- Curry David
- Cussans David
- Custódio Analu
- Cutts David
- Czellar Sandor
- D'Alessandro Raffaello
- D'Alfonso Mariarosaria
- D'Enterria David
- D'Hondt Jorgen
- D'imperio Giulia
- Da Silveira Gustavo Gil
- Dabrowski Anne
- Daci Nadir
- Dalchenko Mykhailo
- Dall'Osso Martino
- Dallavalle Gaetano-Marco
- Damarseckin Serdal
- Damgov Jordan
- Danilov Mikhail
- Daponte Vincenzo
- Das Souvik
- Daskalakis Georgios
- Dasu Sridhara
- Dauncey Paul
- David Tinoco Mendes Andre
- Davies Gavin
- Davignon Olivier
- de Barbaro Pawel
- De Boer Wim
- De Bruyn Isabelle
- De Castro Manzano Pablo
- De Cosa Annapaola
- De Filippis Nicola
- De Gruttola Michele
- De Guio Federico
- De Jesus Damiao Dilson
- De La Cruz Begona
- De La Cruz-Burelo Eduard
- De Lentdecker Gilles
- De Mattia Marco
- De Moraes Gregores Eduardo
- De Nardo Guglielmo
- De Oliveira Martins Carley
- De Palma Mauro
- De Remigis Paolo
- De Roeck Albert
- de Trocóniz Jorge F
- De Visscher Simon
- De Wit Adinda
- De Wolf Eddi A
- Degano Alessandro
- Deiters Konrad
- Dejardin Marc
- Del Re Daniele
- Delaere Christophe
- Delannoy Andrés G
- Delannoy Hugo
- Delcourt Martin
- Delgado Peris Antonio
- Delgado Andrea
- Dell'Orso Roberto
- Della Negra Michel
- Della Ricca Giuseppe
- Demaria Natale
- Demina Regina
- Demiragli Zeynep
- Demiroglu Zuhal Seyma
- Denegri Daniel
- Depasse Pierre
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- Northup Michael
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- Wickramage Nadeesha
- Wilbur Scott
- Williams Thomas
- Williamson Shawn
- Wimpenny Stephen
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- Winn Dave
- Wissing Christoph
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- Wöhrmann Clemens
- Würthwein Frank
- Xia Fan
- Xiao Meng
- Xie Si
- Xie Wei
- Xin Yongjie
- Xu Lingshan
- Xu Qiao
- Xu Zijun
- Yagil Avraham
- Yalvac Metin
- Yang Mingming
- Yang Unki
- Yang Yong
- Yang Yu Chul
- Yates Brent
- Yazgan Efe
- Yelton John
- Yetkin Elif Asli
- Yetkin Taylan
- Yi Kai
- Yilmaz Yetkin
- Yohay Rachel
- Yonamine Ryo
- Yoo Hwi Dong
- Yoo Jaehyeok
- You Can
- Yu Geum Bong
- Yu Intae
- Yu Shin-Shan
- Yumiceva Francisco
- Yusli Mohd Nizam
- Zabel James
- Zabi Alexandre
- Zaganidis Nicolas
- Zagoździńska Agnieszka
- Zakaria Mohammed
- Zalewski Piotr
- Zanetti Anna
- Zanetti Marco
- Zarubin Anatoli
- Zeinali Maryam
- Zenoni Florian
- Zenz Seth Conrad
- Zeuner Wolfram Dietrich
- Zevi Della Porta Giovanni
- Zeyrek Mehmet
- Zghiche Amina
- Zhang Fengwangdong
- Zhang Huaqiao
- Zhang Jingyu
- Zhao Jingzhou
- Zhokin Alexander
- Zhu Ren-Yuan
- Zhukov Valery
- Zhukova Victoria
- Zientek Margaret
- Zolkapli Zukhaimira
- Zorbakir Ibrahim Soner
- Zorbilmez Caglar
- Zotto Pierluigi
- Zou David
- Zsigmond Anna Julia
- Zucchetta Alberto
- Zumerle Gianni
- Zuranski Andrzej
- Publication venue
- Sunan Kalijaga State Islamic University
- Publication date
- 01/01/2012
- Field of study
Risk portfolio on modern finance has become increasingly technical, requiring the use of sophisticated mathematical tools in both research and practice. Since companies cannot insure themselves completely against risk, as human incompetence in predicting the future precisely that written in Al-Quran surah Luqman verse 34, they have to manage it to yield an optimal portfolio. The objective here is to minimize the variance among all portfolios, or alternatively, to maximize expected return among all portfolios that has at least a certain expected return. Furthermore, this study focuses on optimizing risk portfolio so called Markowitz MVO (Mean-Variance Optimization). Some theoretical frameworks for analysis are arithmetic mean, geometric mean, variance, covariance, linear programming, and quadratic programming. Moreover, finding a minimum variance portfolio produces a convex quadratic programming, that is minimizing the objective function ðð¥with constraintsð ð 𥠥 ðandð´ð¥ = ð. The outcome of this research is the solution of optimal risk portofolio in some investments that could be finished smoothly using MATLAB R2007b software together with its graphic analysis
Erratum: Global, regional, and national comparative risk assessment of 84 behavioural, environmental and occupational, and metabolic risks or clusters of risks for 195 countries and territories, 1990–2017: a systematic analysis for the Global Burden of Disease Study 2017
- Author
- Abate Degu
- Abate Kalkidan Hassen
- Abbafati Cristiana
- Abbasi Nooshin
- Abbastabar Hedayat
- Abd-Allah Foad
- Abdela Jemal
- Abdelalim Ahmed
- Abdollahpour Ibrahim
- Abdulkader Rizwan Suliankatchi
- Abebe Molla
- Abebe Zegeye
- Abera Semaw Ferede
- Abil Olifan Zewdie
- Abraha Haftom Niguse
- Abu Raddad Laith J
- Abun Rmeileh Niveen M.E
- Accrombessi Manfred Mario Kokou
- Acharya Dilaram
- Acharya Pawan
- Adamu Abdu Abdullahi
- Adane Akilew Awoke
- Adebayo Oladimeji
- Adedoyin Rufus Adesoji
- Adekanmbi Victor T
- Ademi Zanfina
- Adetokunboh Olatunji O
- Adib Mina G
- Admasie Amha
- Adsuar Jose C
- Afanvi Kossivi Agbélénko
- Afarideh Mohsen
- Afshin Ashkan
- Agarwal Gina
- Aggarwal Anju
- Aghayan Sargis A
- Agrawal Anurag
- Agrawal Sutapa
- Ahmadi Moghadam M
- Ahmadi Alireza
- Ahmadieh Hamid
- Ahmed Muktar Beshir
- Aichour Amani Nidhal
- Aichour Ibtihel
- Aichour Miloud Taki Eddine
- Akbari Mohammad Esmaeil
- Akinyemiju Tomi F.
- Akseer Nadia
- Al Aly Ziyad
- Al Eyadhy Ayman A
- Al Mekhlafi H. M
- Alahdab Fares
- Alam Khurshid
- Alam Samiah
- Alam Tahiya
- Alashi Alaa
- Alavian Seyed Moayed
- Alene Kefyalew Addis
- Ali Komal
- Ali Syed Mustafa
- Alijanzadeh Mehran
- Alizadeh Navaei Reza
- Aljunid Syed Mohamed
- Alkerwi Ala'a
- Alla F
- Alsharif Ubai
- Altirkawi Khalid A
- Alvis Guzman Nelson
- Amare Azmeraw T
- Ammar Walid S
- Anber Nahla
- Anderson Jason A
- Andrei Cǎtǎlina Liliana
- Androudi S
- Animut Megbaru Debalkie
- Anjomshoa Mina
- Ansha Mustafa Geleto
- Antonio Carl Abelardo T
- Antó Josep María
- Anwari Palwasha
- Appiah Lambert Tetteh
- Appiah Seth Christopher Yaw
- Arabloo Jalal
- Aremu Olatunde
- Artaman Al
- Aryal Krishna Kumar
- Asayesh Hamid
- Ataro Zerihun
- Ausloos Marcel
- Avokpaho Euripide Frinel G.Arthur
- Awasthi Ashish
- Ayala Quintanilla Beatriz Paulina
- Ayer Rakesh
- Ayuk Tambe Betrand
- Azzopardi Peter S
- Babazadeh Arefeh
- Badali Hamid
- Badawi Alaa
- Balakrishnan Kalpana
- Bali Ayele Geleto
- Ball Kylie
- Ballew Shoshana H
- Banach Maciej
- Banoub Joseph Adel Mattar
- Barac Aleksandra
- Barker Collo Suzanne Lyn
- Barrero Lope Hugo
- Basu Sanjay
- Baune Bernhard T
- Bazargan Hejazi Shahrzad
- Bedi Neeraj
- Beghi Ettore
- Behzadifar Masoud
- Behzadifar Meysam
- Bekele Bayu Begashaw
- Bekru Eyasu Tamiru
- Belay Ezra
- Belay Yihalem Abebe
- Bell Michelle L.
- Bello Aminu K
- Bennett Derrick A
- Benseñor Isabela M
- Bergeron Gilles
- Berhane Adugnaw
- Bernabe Eduardo
- Bernstein Robert Steven
- Beuran Mircea
- Beyranvand Tina
- Bhala Neeraj B
- Bhalla Ashish K
- Bhattarai Suraj
- Bhutta Zulfiqar A
- Biadgo Belete
- Bijani Ali
- Bijot Yannick
- Bikbov Boris
- Bilano Ver
- Bililign Nigus
- Bin Sayeed Muhammad Shahdaat
- Bisanzio Donal
- Biswas Tuhin
- Björge Tone
- Blacker Brigette F
- Bleyer Archie
- Borschmann Rohan D
- Bou Orm Ibrahim R
- Boufous Soufiane
- Bourne Rupert R.A
- Brady Oliver J
- Brauer Michael
- Bražinová Alexandra
- Breitborde Nicholas J.K
- Brenner Hermann
- Briko A. N
- Britton Gabrielle
- Brugha Traolach Sean
- Buchbinder Rachelle
- Burnett Richard T
- Busse Reinhard
- Butt Zahid A
- Bärnighausen Till Winfried
- Cahill Leah E
- Cahuana Hurtado Lucero
- Campos Nonato Ismael Ricardo
- Carreras G
- Carrero Juan Jesuś A
- Carvalho Malta Deborah
- Castañeda Orjuela C. A
- Castillo Rivas Jacqueline
- Castro Franz
- Catalá López Ferrán
- Causey Kate
- Cercy Kelly M
- Cerin Ester
- Chaiah Yazan
- Chang Hsingyi
- Chang Jungchen
- Chang Kailan
- Charlson Fiona J
- Chattopadhyay Aparajita
- Chattu Vijay Kumar
- Chee Miaoli
- Cheng Ching Yu
- Chew Adrienne
- Chiang Peggy Pei Chia
- Chimed Ochir Odgerel
- Chin Ken Lee
- Chitheer Abdulaal
- Choi Jee Young Jasmine J
- Chowdhury Rajiv
- Christensen Hanne Krarup
- Chung Sheng Chia
- Cicuttini Flavia M
- Cirillo Massimo
- Cohen Aaron J
- Collado Mateo Daniel
- Cooper Cyrus
- Cooper Owen R
- Coresh Josef
- Cornaby Leslie
- Cortesi Paolo Angelo
- Cortinovis Monica
- Costa Megan E
- Cousin Ewerton
- Criqui Michael H
- Cromwell Elizabeth A.M
- Cundiff David Keith
- Cárdenas Rosario
- Daba Alemneh Kabeta
- Dachew Berihun Assefa
- Dadi Abel Fekadu
- Damasceno Albertino Antonio Moura
- Dandona Lalit
- Dandona Rakhi A
- Darby Sarah C
- Dargan Paul I
- Daryani Ahmad
- das Neves José
- Dasa Tamirat Tesfaye
- Dash Aditya Prasad
- Davitoiu Dragos Virgil
- Davletov K
- De La Cruz Góngora Vanessa
- De la Hoz Fernando Pío
- De Leo Diego
- De Neve Jan Walter
- Degenhardt Louisa
- Deiparine Selina
- Dellavalle Robert P
- Demoz Gebre Teklemariam
- Denova Gutiérrez Edgar
- Deribe Kebede
- Dervenis Nikolaos Alemayehu
- Deshpande Aniruddha
- Dessie Getenet Ayalew
- Devasahayam Jesudas Christopher
- DeVeber Gabrielle Aline
- Dey Subhojit
- Dharmaratne Samath Dhamminda
- Dhimal Megnath
- Dias Carvalho Félix
- Dinberu Mesfin Tadese
- Ding Eric L
- Diro Helen Derara
- Djalalinia Shirin S
- Do Huyen Phuc
- Dokova Klara G
- Doku David Teye
- Doyle Kerrie E
- Driscoll Tim Robert
- Dubey Manisha
- Dubljanin Eleonora S
- Duken Eyasu Ejeta
- Duncan Bruce Bartholow
- Durães André Rodrigues Odrigues
- Ebert Natalie
- Ebrahimi Hedyeh
- Ebrahimpour Soheil
- Edvardsson Jan David
- Effiong Andem I
- Eggen Anne Elise
- El Bcheraoui Charbel E
- El Khatib Ziad
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- Ullah Irfan
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- Usman Muhammad Shariq
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- Vaduganathan Muthiah
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- van Donkelaar Aaron
- Varavikova Elena A
- Varughese Santosh
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- Waheed Yasir
- Waller Stephen G
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- Wang Yafeng
- Wang Yanping
- Wang Yuan Pang
- Weiderpass Elisabete
- Weintraub Robert G
- Weldegebreal Fitsum
- Werdecker Andrea
- Werkneh Adhena Ayaliew
- West James Jason
- Westerman Ronny
- Whiteford Harvey A
- Widecka Justyna
- Wijeratne Tissa
- Winkler Andrea Sylvia
- Wiyeh Alison Beriliy
- Wiysonge Charles Shey
- Wong Tienyin
- Wu Shouling
- Wu Shouling
- Xavier Denis
- Xu Gelin
- Yadgir Simon
- Yadollahpour Ali
- Yahyazadeh Jabbari Seyed Hossein
- Yamada Tomohide
- Yan Lijing L
- Yano Yuichirou
- Yaseri Mehdi
- Yasin Yasin Jemal
- Yeshaneh Alex
- Yimer Ebrahim M
- Yip Paul S.F
- Yisma Engida
- Yonemoto Naohiro
- Yoon Seokjun
- Yotebieng Marcel
- Younis Mustafa Z.“Mike”
- Yousefifard Mahmoud
- Yu Chuanhua
- Zaidi Zoubida
- Zaman Sojib Bin
- Zamani Mohammad
- Zavala-Arciniega Luis
- Zhang Anthonylin
- Zhang Hao
- Zhang Kai
- Zhou Maigeng
- Zimsen Stephanie R.M
- Zodpey Sanjay P
- Øverland Simon
- Šantrić Milićević Milena M.M
- Šekerija Mario
- Publication venue
- 'Elsevier BV'
- Publication date
- 28/06/2019
- Field of study
Interpretation: By quantifying levels and trends in exposures to risk factors and the resulting disease burden, this assessment offers insight into where past policy and programme efforts might have been successful and highlights current priorities for public health action. Decreases in behavioural, environmental, and occupational risks have largely offset the effects of population growth and ageing, in relation to trends in absolute burden. Conversely, the combination of increasing metabolic risks and population ageing will probably continue to drive the increasing trends in non-communicable diseases at the global level, which presents both a public health challenge and opportunity. We see considerable spatiotemporal heterogeneity in levels of risk exposure and risk-attributable burden. Although levels of development underlie some of this heterogeneity, O/E ratios show risks for which countries are overperforming or underperforming relative to their level of development. As such, these ratios provide a benchmarking tool to help to focus local decision making. Our findings reinforce the importance of both risk exposure monitoring and epidemiological research to assess causal connections between risks and health outcomes, and they highlight the usefulness of the GBD study in synthesising data to draw comprehensive and robust conclusions that help to inform good policy and strategic health planning
Global, regional, and national comparative risk assessment of 84 behavioural, environmental and occupational, and metabolic risks or clusters of risks for 195 countries and territories, 1990-2017: a systematic analysis for the Global Burden of Disease Study 2017
- Author
- Abate Degu
- Abate Degu
- Abate Kalkidan Hassell
- Abate Kalkidan Hassell
- Abbafati Cristiana
- Abbafati Cristiana
- Abbasi Nooshin
- Abbasi Nooshin
- Abbastabar Hedayat
- Abbastabar Hedayat
- Abd-Allah Foad
- Abd-Allah Foad
- Abdela Jemal
- Abdela Jemal
- Abdelalim Ahmed
- Abdelalim Ahmed
- Abdollahpour Ibrahim
- Abdollahpour Ibrahim
- Abdulkader Rizwan Suliankatchi
- Abdulkader Rizwan Suliankatchi
- Abebe Molla
- Abebe Molla
- Abebe Zegeye
- Abebe Zegeye
- Abera Semaw F.
- Abera Semaw F.
- Abil Olifan Zewdie
- Abil Olifan Zewdie
- Abraha Haftom Niguse
- Abraha Haftom Niguse
- Abrham Aklilu Roba
- Abrham Aklilu Roba
- Abu-Raddad Laith Jamal
- Abu-Raddad Laith Jamal
- Abu-Rmeileh Niveen M. E.
- Abu-Rmeileh Niveen M. E.
- Accrombessi Manfred Mario Kokou
- Accrombessi Manfred Mario Kokou
- Acharya Dilaram
- Acharya Dilaram
- Acharya Pawan
- Acharya Pawan
- Adamu Abdu A.
- Adamu Abdu A.
- Adane Akikw Awoke
- Adane Akikw Awoke
- Adebayo Oladimeji M.
- Adebayo Oladimeji M.
- Adedoyin Rufus Adesoji
- Adedoyin Rufus Adesoji
- Adekanmbi Victor
- Adekanmbi Victor
- Ademi Zanfina
- Ademi Zanfina
- Adetokunboh Olatunji
- Adetokunboh Olatunji
- Adib Mina G.
- Adib Mina G.
- Admasie Amha
- Admasie Amha
- Adsuar Jose C.
- Adsuar Jose C.
- Afanvi Kossivi Agbelenko
- Afanvi Kossivi Agbelenko
- Afarideh Mohsen
- Afarideh Mohsen
- Afshin Ashkan
- Afshin Ashkan
- Agarwal Gina
- Agarwal Gina
- Aggarwal Anju
- Aggarwal Anju
- Aghayan Sargis Aghast
- Aghayan Sargis Aghast
- Agrawal Anurag
- Agrawal Anurag
- Agrawal Sutapa
- Agrawal Sutapa
- Ahmadi Alireza
- Ahmadi Alireza
- Ahmadi Mehdi
- Ahmadi Mehdi
- Ahmadieh Hamid
- Ahmadieh Hamid
- Ahmed Muktar Beshir
- Ahmed Muktar Beshir
- Aichour Amani Nidhal
- Aichour Amani Nidhal
- Aichour Ibtihel
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- Aichour Miloud Taki Eddine
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- Akbari Mohammad Esmaeil
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- Akinyemiju Tomi
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- Akseer Nadia
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- Alam Khurshid
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- Alam Samiah
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- Alandab Fares
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- Alashi Alaa
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- Alavian Seyed Moayed
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- Alene Kefyalew Addis
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- Ali Komal
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- Ali Syed Mustafa
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- Alijanzadeh Mehran
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- Alizadeh-Navaei Reza
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- Aljunid Syed Mohamed
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- Alkerwi Ala'a
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- Alla Francois
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- Alsharif Ubai
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- Altirkawi Khalid
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- Alvis-Guzman Nelson
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- Amare Azmeraw T.
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- Amlov Johan
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- Ammar Walid
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- Anderson Jason A.
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- Andrei Catalina Liliana
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- Androudi Sofia
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- Anh Quynh Nguyen
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- Bali Ayele Geleto
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- Ball Kylie
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- Ballesteros Wayra Citlali Paz
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- Bamighausen Till Winfried
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- Banoub Joseph Adel Mattar
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- Bedi Neeraj
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- Behzadifar Meysam
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- Irvine Caleb Mackay Salpeter
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- Islam Sheikh Mohammed Shariful
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- Jurisson Mikk
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- Kesavachandran Chandrasekharan Nair
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- Khader Yousef Saleh
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- Khafaei Behzad
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- Khalid Nauman
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- Khan Gulfaraz
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- Khang Young-Ho
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- Khazaei Mohammad
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- Khazaie Habibolah
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- Khosravi Ardeshir
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- Khosravi Mohammad Hossein
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- Kivimaki Mika
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- Knibbs Luke D.
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- Tekelemedhin Shishay Wandey
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- Tekle Merhawi Gebremedhin
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- Temesgen Habtamu
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- Thankappan Kavumpurathu Raman
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- Tilahun Binyam
- Tilahun Binyam
- Tillmana Taavi
- Tillmana Taavi
- To Quyen G.
- To Quyen G.
- Tobollik Myriarn
- Tobollik Myriarn
- Tonelli Marcello
- Tonelli Marcello
- Topor-Madry Roman
- Topor-Madry Roman
- Torre Anna E.
- Torre Anna E.
- Tortajada-Girbes Miguel
- Tortajada-Girbes Miguel
- Touvier Mathilde
- Touvier Mathilde
- Tovani-Palone Marcos Roberto
- Tovani-Palone Marcos Roberto
- Towbin Jeffrey A.
- Towbin Jeffrey A.
- Tran Bach Xuan
- Tran Bach Xuan
- Tran Khanh Baca
- Tran Khanh Baca
- Truelsen Thomas Clement
- Truelsen Thomas Clement
- Tsadik Afewerki Gebremeskel
- Tsadik Afewerki Gebremeskel
- Tuzcu E. Murat
- Tuzcu E. Murat
- Tymeson Hayley D.
- Tymeson Hayley D.
- Tyrovolas Stefanos
- Tyrovolas Stefanos
- Ukwaja Kingsley N.
- Ukwaja Kingsley N.
- Ullah Irfan
- Ullah Irfan
- Updike Rachel L.
- Updike Rachel L.
- Usman Muhammad Shariq
- Usman Muhammad Shariq
- Uthman Olalekan A.
- Uthman Olalekan A.
- Vaduganathan Mutblab
- Vaduganathan Mutblab
- Vaezi Afsane
- Vaezi Afsane
- Valdez Pascual R.
- Valdez Pascual R.
- Van Donkelaar Aaron
- Van Donkelaar Aaron
- Varavikova Elena
- Varavikova Elena
- Varughese Santosh
- Varughese Santosh
- Vasankari Tommi Juhani
- Vasankari Tommi Juhani
- Vbsoughi Kia
- Vbsoughi Kia
- Venkateswaran Vidhya
- Venkateswaran Vidhya
- Venketasubramanian Narayanaswamy
- Venketasubramanian Narayanaswamy
- Villafaina Santos
- Villafaina Santos
- Violante Francesco S.
- Violante Francesco S.
- Vladimirov Sergey Konstantinovitch
- Vladimirov Sergey Konstantinovitch
- Vlassov Vasily
- Vlassov Vasily
- Vollset Stein Emil
- Vollset Stein Emil
- Vos Theo
- Vos Theo
- Vu Giang Thu
- Vu Giang Thu
- Vujcic Isidora S.
- Vujcic Isidora S.
- Wagnew Fasil Shiferaw
- Wagnew Fasil Shiferaw
- Waheed Yasir
- Waheed Yasir
- Waller Stephen G.
- Waller Stephen G.
- Walson Judd L.
- Walson Judd L.
- Wang Yafeng
- Wang Yafeng
- Wang Yanping
- Wang Yanping
- Wang Yuan-Pang
- Wang Yuan-Pang
- Weiderpass Elisabete
- Weiderpass Elisabete
- Weiknah Adhena Ayaliew
- Weiknah Adhena Ayaliew
- Weintraub Robert G.
- Weintraub Robert G.
- Weldegebreal Fitsum
- Weldegebreal Fitsum
- Werdecker Andrea
- Werdecker Andrea
- West J. Jason
- West J. Jason
- Westerman Ronny
- Westerman Ronny
- Whiteford Harvey A.
- Whiteford Harvey A.
- Widecka Justyna
- Widecka Justyna
- Wijeratne Tissa
- Wijeratne Tissa
- Winkler Andrea Sylvia
- Winkler Andrea Sylvia
- Wiyeh Alison B.
- Wiyeh Alison B.
- Wiysonge Charles Shey
- Wiysonge Charles Shey
- Wolfe Charles D. A.
- Wolfe Charles D. A.
- Wong Tien Yin
- Wong Tien Yin
- Wu Shoaling
- Wu Shoaling
- Xavier Denis
- Xavier Denis
- Xu Gelin
- Xu Gelin
- Yadgir Simon
- Yadgir Simon
- Yadollahpour Ali
- Yadollahpour Ali
- Yamada Tomohide
- Yamada Tomohide
- Yan Lijing L.
- Yan Lijing L.
- Yano Yuichiro
- Yano Yuichiro
- Yaseri Mehdi
- Yaseri Mehdi
- Yasin Jemal Yasin
- Yasin Jemal Yasin
- Yeshanely Alex
- Yeshanely Alex
- Yimer Ebrahim M.
- Yimer Ebrahim M.
- Yip Paul
- Yip Paul
- Yisma Engida
- Yisma Engida
- Yonemoto Naohiro
- Yonemoto Naohiro
- Yoon Seok-Jun
- Yoon Seok-Jun
- Yotebieng Marcel
- Yotebieng Marcel
- Younis Mustafa Z.
- Younis Mustafa Z.
- Yousefifard Mahmoud
- Yousefifard Mahmoud
- Yu Chuanhua
- Yu Chuanhua
- Zaidi Zoubida
- Zaidi Zoubida
- Zamani Mohammad
- Zamani Mohammad
- Zavala-Arciniega Luis
- Zavala-Arciniega Luis
- Zhang Anthony Lin
- Zhang Anthony Lin
- Zhang Hao
- Zhang Hao
- Zhang Kai
- Zhang Kai
- Zimsen Stephanie M.
- Zimsen Stephanie M.
- Zodpey Sanjay
- Zodpey Sanjay
- Publication venue
- 'Elsevier BV'
- Publication date
- 01/01/2018
- Field of study
Background
The Global Burden of Diseases, Injuries, and Risk Factors Study (GBD) 2017 comparative risk assessment (CRA) is a comprehensive approach to risk factor quantification that offers a useful tool for synthesising evidence on risks and risk–outcome associations. With each annual GBD study, we update the GBD CRA to incorporate improved methods, new risks and risk–outcome pairs, and new data on risk exposure levels and risk–outcome associations.
Methods
We used the CRA framework developed for previous iterations of GBD to estimate levels and trends in exposure, attributable deaths, and attributable disability-adjusted life-years (DALYs), by age group, sex, year, and location for 84 behavioural, environmental and occupational, and metabolic risks or groups of risks from 1990 to 2017. This study included 476 risk–outcome pairs that met the GBD study criteria for convincing or probable evidence of causation. We extracted relative risk and exposure estimates from 46 749 randomised controlled trials, cohort studies, household surveys, census data, satellite data, and other sources. We used statistical models to pool data, adjust for bias, and incorporate covariates. Using the counterfactual scenario of theoretical minimum risk exposure level (TMREL), we estimated the portion of deaths and DALYs that could be attributed to a given risk. We explored the relationship between development and risk exposure by modelling the relationship between the Socio-demographic Index (SDI) and risk-weighted exposure prevalence and estimated expected levels of exposure and risk-attributable burden by SDI. Finally, we explored temporal changes in risk-attributable DALYs by decomposing those changes into six main component drivers of change as follows: (1) population growth; (2) changes in population age structures; (3) changes in exposure to environmental and occupational risks; (4) changes in exposure to behavioural risks; (5) changes in exposure to metabolic risks; and (6) changes due to all other factors, approximated as the risk-deleted death and DALY rates, where the risk-deleted rate is the rate that would be observed had we reduced the exposure levels to the TMREL for all risk factors included in GBD 2017.
Findings
In 2017, 34·1 million (95% uncertainty interval [UI] 33·3–35·0) deaths and 1·21 billion (1·14–1·28) DALYs were attributable to GBD risk factors. Globally, 61·0% (59·6–62·4) of deaths and 48·3% (46·3–50·2) of DALYs were attributed to the GBD 2017 risk factors. When ranked by risk-attributable DALYs, high systolic blood pressure (SBP) was the leading risk factor, accounting for 10·4 million (9·39–11·5) deaths and 218 million (198–237) DALYs, followed by smoking (7·10 million [6·83–7·37] deaths and 182 million [173–193] DALYs), high fasting plasma glucose (6·53 million [5·23–8·23] deaths and 171 million [144–201] DALYs), high body-mass index (BMI; 4·72 million [2·99–6·70] deaths and 148 million [98·6–202] DALYs), and short gestation for birthweight (1·43 million [1·36–1·51] deaths and 139 million [131–147] DALYs). In total, risk-attributable DALYs declined by 4·9% (3·3–6·5) between 2007 and 2017. In the absence of demographic changes (ie, population growth and ageing), changes in risk exposure and risk-deleted DALYs would have led to a 23·5% decline in DALYs during that period. Conversely, in the absence of changes in risk exposure and risk-deleted DALYs, demographic changes would have led to an 18·6% increase in DALYs during that period. The ratios of observed risk exposure levels to exposure levels expected based on SDI (O/E ratios) increased globally for unsafe drinking water and household air pollution between 1990 and 2017. This result suggests that development is occurring more rapidly than are changes in the underlying risk structure in a population. Conversely, nearly universal declines in O/E ratios for smoking and alcohol use indicate that, for a given SDI, exposure to these risks is declining. In 2017, the leading Level 4 risk factor for age-standardised DALY rates was high SBP in four super-regions: central Europe, eastern Europe, and central Asia; north Africa and Middle East; south Asia; and southeast Asia, east Asia, and Oceania. The leading risk factor in the high-income super-region was smoking, in Latin America and Caribbean was high BMI, and in sub-Saharan Africa was unsafe sex. O/E ratios for unsafe sex in sub-Saharan Africa were notably high, and those for alcohol use in north Africa and the Middle East were notably low.
Interpretation
By quantifying levels and trends in exposures to risk factors and the resulting disease burden, this assessment offers insight into where past policy and programme efforts might have been successful and highlights current priorities for public health action. Decreases in behavioural, environmental, and occupational risks have largely offset the effects of population growth and ageing, in relation to trends in absolute burden. Conversely, the combination of increasing metabolic risks and population ageing will probably continue to drive the increasing trends in non-communicable diseases at the global level, which presents both a public health challenge and opportunity. We see considerable spatiotemporal heterogeneity in levels of risk exposure and risk-attributable burden. Although levels of development underlie some of this heterogeneity, O/E ratios show risks for which countries are overperforming or underperforming relative to their level of development. As such, these ratios provide a benchmarking tool to help to focus local decision making. Our findings reinforce the importance of both risk exposure monitoring and epidemiological research to assess causal connections between risks and health outcomes, and they highlight the usefulness of the GBD study in synthesising data to draw comprehensive and robust conclusions that help to inform good policy and strategic health planning
Impact of COVID-19 on cardiovascular testing in the United States versus the rest of the world
- Author
- Abad Pedro
- Abbara Suhny
- Abbasi Taimur
- Abbott Brian
- Abdel Aziz Islam Shawky
- Abdulla Jawdat
- Abikhzer Gad
- Abohashem Shady
- Abougabal Mahasen
- Abramson Sandra
- Abrihan Paz
- Acuña Arturo Romero
- Affandi Erwin
- Afzal Muhammad Shehzad
- Agolti Mariela
- Agranovich Svetlana
- Aguadé-Bruix Santiago
- Aguero Roberto Nicolas
- Ahmed Hassan Mohamed Ismail
- Ahmed Taghreed
- Akhter Afroza
- Al Dhuhli Humoud
- Al Kindi Faiza
- Al-Abboud Tarek
- Al-Bulushi Naeema
- Al-Mallah Mouaz
- Alak Maria del Carmen
- Alam Edison
- Alaoui Nadia Ismaili
- Alasnag Mirvat
- Albadr Amjed
- Albalooshi Batool
- Albano Domenico
- Alberguina Lucia Graciela
- Albernaz Siqueira Maria Helena
- Alexanderson-Rosas Erick
- Alfaro Ana
- Ali Mohamed Mandour
- Alkadhi Hatem
- Alkandari Faridah
- Allam Adel
- Allarakha Mohammad Aaftaab
- Almeida Augusto
- Almousalli Omar
- Alongi Pierpaolo
- Alonso Omar
- Alves Togni Paulo Henrique
- Alves Wilson Furlan
- Ananthasubramaniam Karthikeyan
- Anderson Jill
- Andrade Jose Henrique
- Andrade Luciana
- Angelidis George
- Anselmi Carlos
- Ansheles Alexey
- Araújo Roberta
- Archontaki Aikaterini
- Arnone Gaspare
- Arnous Samer
- Arnson Yoav
- Arroñada Guillermo
- Arturo Harold
- Asano Hiroshi
- Ascani Sebastian Perez
- Asfour Ahmed
- Askew Jeffrey
- Assadi Majid
- Astesiano Alfredo
- Astesiano Andrea
- Attanasio Lea
- Atyani Said
- Ayala Sandra
- Ayetey Harold
- Ayodele Tolulope
- Azevedo Guilherme
- Bagatin Elisa
- Bailly Matthieu
- Baldari Sergio
- Balmer-Swain Mallory
- Bang Ji-In
- Banthia Nilesh
- Bar-Shalom Rachel
- Barette Rene
- Baric Ana
- Barneveld Peter
- Barragan Adriana Puente
- Barragan Erika
- Barroso Asela
- Basavaraj Ashok Gangasandra
- Batinic Tonci
- Batista Juan Felipe
- Batyrkhanov Daultai
- Bauckneht Matteo
- Baugh Dainia
- Bayer Richard R.
- Bedi Punit
- Bejai Shereen
- Ben-Rais Nozha
- Benedek Imre
- Benedek Theodora
- Benitez Luis
- Benlabgaa Rabie
- Bennie George
- Benteo Pablo
- Beretta Mario
- Berman Daniel S.
- Bernheim Adam
- Bertelli Paolo
- Bester Ria
- Bettencourt Nuno
- Better Nathan
- Better Nathan
- Beuzeville Scott
- Bezerra Sabbrina
- Bhagat Jinendra Kumar
- Bhargava Rishi
- Bhat Vivek
- Bhatia Mona
- Bhatti Sabha
- Biancardi Rodrigo
- Bianco Francesco
- Bieging Erik
- Biggans Thomas
- Bittencourt Marcio Sommer
- Blanco Isabel
- Blanco Juan
- Blankstein Ron
- Blankstein Ron
- Bloom Stephen
- Blue Sean
- Bluemke David
- Bluemke David A.
- Boktor Raef
- Bom Henry
- Bonelli Juan Manuel
- Bonfiglioli Rachele
- Boni Roberto
- Borges Andressa
- Bouyoucef Salah
- Branch Kelley
- Brandão Simone
- Bravo Paco
- Brothers Jessica
- Bruno Andrea
- Bruno Isabella
- Bråten Anders Tjellaug
- Budoff Matthew
- Buechel Ronny Ralf
- Buga Klara
- Bularga Anda
- Bull Russell
- Bullock-Palmer Renée
- Burandt Angela
- Burg Samuel
- Burger Peter
- Burgul Rajesh
- Burke Floyd W.
- Bush Kelvin
- Busnardo Elena
- Bustos Jose Javier
- Butler Patrick
- Byrne Angela
- Bøttcher Morten
- Cabada Manuel
- Cabeda Estevan Vieira
- Cabrejas Raul
- Cabrera Antonio
- Cachero Jorge
- Cadena Alberto
- Caicedo Carlos
- Calcott Jennifer
- Califaretti Elena
- Camarero Alicia
- Camoni Luca
- Campisi Roxana
- Canal Maria Pedrera
- Candela Candace
- Canderoli Alejandro
- Canessa Jose
- Cantinho Guilhermina
- Cao Dianbo
- Capasso Elizabeth
- Carames Silvia
- Carnevale Aldo
- Carpenter John-Paul
- Carr Loretta
- Carrascosa Patrícia
- Carreira Lara
- Carvajal-Juarez Isabel
- Casoni Roberta
- Castro Bruno
- Castro Gabriel
- Castro Ricardo
- Casáns-Tormo Irene
- Cavalcante Joao
- Cavallo Armando Ugo
- Cavenaghi Giorgio
- Cendoya Oscar
- Cerci Rodrigo
- Cerci Rodrigo J.
- Ceriani Luca
- Chambers Duane
- Chan Virgil
- Chang Donald
- Chang Tien
- Chao Charles
- Chatterjee Saurav
- Chatziioannou Sofia
- Chatzizisis Yiannis
- Cheezum Michael
- Chen Jennifer
- Chen Marcus
- Chen Tiffany
- Cheung Stephen
- Chierichetti Franca
- Chimura Chimura Misato
- Chiocchi Marcello
- Cho Sang-Geon
- Choi Andrew
- Choi Andrew
- Choi Andrew D.
- Chong Woon
- Choudhury Partha
- Chow Benjamin
- Chowdekar Vijay Sai
- Christensen Mette
- Cittanti Corrado
- Clarcq James
- Cognigni Luciano Martin
- Cohen Yosef
- Cohen Yosef A.
- Coie Tchoyoson Lim
- Coles Duncan
- Collaud Carlos
- Collaud Carlos
- Colletta Mauro
- Concha Carmen
- Conti Umberto
- Cordero Ayreen
- Cortes Claudia
- Cortés Filiberto
- Cortés Violeta
- Cossu Alberto
- Courtis Javier
- Cragnolino Daniel
- Crim Matthew
- Cruz Eric
- Cuadra Teresa
- Cuellar-Calabria Hug
- Cunali Fernando
- Cuocolo Alberto
- Cury Roberto
- Cusack David
- Cuzzocrea Marco
- Dabreo Dominique
- Dai Xu
- Daicz Mariana
- Danciu Sorin
- Dantas Roberto
- Dariy Olga
- Datseris Ioannis
- Dautov Tairkhan
- de Amorim Fernandes Fernando
- De Boeck Bart
- De Carvalho Filipe Penna
- De La Peña Erasmo
- De La Vega Alejandro
- De Lorenzo Andrea
- De Macedo Filho Robson
- De Maria Silvia Teresa
- De Rimini Maria Luisa
- De Souza Thiago Ferreira
- De Vincentis Giuseppe
- Decter Bruce
- Del Giudice Eleonora
- Del Riego Horacio
- Del Torto Alberico
- Della Tommasina Veronica
- Deshpande Aparna
- Dettori Fernando
- Deux Jean-François
- Deviggiano Alejandro
- Dhruva Nimish
- Diaz Javier Lopez
- Djuraev Omoa
- Dobson Mark
- Doherty Neil
- Dondi Maurizio
- Dondi Maurizio
- Dorbala Sharmila
- Dorbala Sharmila
- Dougan John
- Doukky Rami
- Downie D'Arne
- Dragonetti Laura
- Drozdova Olga
- Dunbar Anjori
- Durmo Rexhep
- Duvall William
- Dwivedi Girish
- Edmond John
- Edwards Rachael
- Efros-Monsen Elen
- Einstein Andrew J.
- Einstein Andrew J.
- Elison Barry
- Ellis Chris
- Emami Farshad
- Embon Mario
- Engela Jean
- Engelbrecht Gerrit
- Engelmann Vaclav
- Enriquez Ruben Emilio
- Ensinas Jorge
- Erba Paola Anna
- Erthal Fernanda
- Escobar Manuel Valencia
- Escorza Velez Giovanni Alejandro
- Espeche Maria del Huerto Velazquez
- Esquitin Kerry
- Evangelista Laura
- Evbuomwan Osayande
- Faccio Fernando
- Facello Adolfo
- Fairbairn Timothy
- Faletti Riccardo
- Faragasso Evelina
- Faraggi Marc
- Farah Husam
- Farrugia Alexia
- Farsad Mohsen
- Fatima Shazia
- Fentanes Emilio
- Ferencik Maros
- Ferencik Maros
- Fernandes Fabio
- Fernandes Fabio
- Fernandes Juliano
- Ferrando Rodolfo
- Ferreira Antonio
- Ferro Paola
- Feuchtner Gudrun
- Fisher Daniel
- Fitzpatrick Daniel
- Flores Ana Camila
- Florimonte Luigia
- Flotats Albert
- Forsdahl Signe Helene
- Foster Cameron
- Fragkaki Christina
- Franceschi Maja
- Francis Roslyn
- Frantellizzi Viviana
- Frenkel Alex
- Friedrich Matthias
- Fringuelli Fabio Massimo
- Fuentes Cañamero Maria Eugenia
- Fuisz Tony
- Fujimoto Shinichiro
- Fujisue Koichiro
- Fukunaga Tomohisa
- Fukushima Yoshimitsu
- Fukuyama Kae
- Gagarina Nina
- Gaikwad Anand
- Gama-Moreno Manlio
- Gamboa Isabel Berrocal
- Gannon Michael
- Garai Ildiko
- Garashi Masoud
- Garcheva-Tsacheva Marina
- García María Elia
- Garg Ria
- Garofalo Diego
- Gastner Lori
- Gatti Marco
- Gaudiano Angela
- Georgoulias Panagiotis
- Geronazzo Ricardo
- Gerson Myron
- Gheysens Olivier
- Ghimire Ram Kumar
- Ghini Bruno
- Ghoshhajra Brian
- Gimelli Alessia
- Girijanandan Mahapatra Prof Dr
- Giubbini Raffaele
- Giuffrida Francesca
- Glaudemans Andor
- Gleeson Tadhg
- Goda Artan
- Goebel Benjamin
- Goebel Benjamin
- Goldberg Alan
- Goldner Brian
- Gomez Marie Rhiamar
- Gomez Sharon
- Goncalves Luiz
- Gong Lianggeng
- Gongxeka Harlem
- Gonza Natalia
- Gonzalez Carla
- Gonzalez Jorge
- González Luis
- González Ulises
- González-Montecinos Alejandro Becerril
- Goodwin Bruce
- Gopalan Deepa
- Gore Rosco
- Gormsen Lars Christian
- Gottlieb Ilan
- Gracia-López Sandra
- Greenough Robert
- Grossman Gabriel Blacher
- Gräni Christoph
- Gulyaev Vsevolod Milyevich
- Gummow Alistair
- Gunawan Gani
- Gutierrez Villamil Claudia T.
- Gutierrez Goleat
- Gutierrez Lucas
- Gutierrez Yamile Marcos
- Gutierrez Yamile Marcos
- Guzzo Miguel Angel
- Guzzo Miguel Angel
- Gómez Lauchy Juan Manuel
- Habets Jesse
- Habouzit Vincent
- Hadlich Marcelo
- Hafez Mohammed Nassoh
- Hage Fadi
- Haidar Mohamad
- Haider Agha
- Haider Sofia
- Hamilton Mark
- Hamilton-Craig Christian
- Hamirani Yasmin
- Han Dan
- Hapkido Habusari
- Harbinson Mark
- Hartley Thomas
- Hasbak Philip
- Hasbani Victor
- Hashimoto Jun
- Hassan Alia
- Hassan Mona
- Hassen Karen
- Hatfield Mallory
- Hawkins Carolyn
- Hawthorne Katie
- Heath Nicholas
- Hendel Robert
- Hernandez Phillip
- Hernández Gertrudis Sabatel
- Herrera Yariela
- Hess Søren
- Hidalgo Pablo
- Hidayat Basuki
- Hildre Dimmen Jenni-Mari
- Hill Gregory
- Hinterleitner Gerd
- Hirschfeld Cole B.
- Hirschfeld Cole B.
- Holdgaard Paw
- Homans Filip
- Hong Chae Moon
- Horgan Stephen
- Hou Yang
- Houshmand Golnaz
- Hsieh Victar
- Hua Shaw
- Huda Aulia
- Hudson Benjamin
- Huerin Melina
- Huffman Jeff
- Hurwitz Lynne
- Hyafil Fabien
- Ialuna Salvatore
- Ibrahim Ahmed
- Ichikawa Yasutaka
- Iguchi Nobuo
- Iii George Kinzfogl
- Ilic Srdja
- Imai Masamichi
- Inaki Anri
- Irodi Aparna
- Ishimura Hayato
- Iskandrian Ami
- Isobe Satoshi
- Issoufou Djibrillou Moussa
- Itskovich Irina
- Jaimes Claudia
- Jain Shashank
- Janardhanan Rajesh
- Jang Su Jin
- Jason See Jia Hao
- Jawa Zabah
- Jellis Christine
- Jeong Yong Hyu
- Jerome Scott
- Jimenez-Heffernan Amelia
- Jiménez-Santos Moisés
- Johansen Allan
- Johnson Chris
- Johnson Kerryanne
- Joseph Elizabeth
- Joshi Nikhil
- Joshi Subodh
- Juillet de Saint Lager Lucas Alix
- Jukic Mladen
- Junior José Soares
- Jäger Victor
- Jørgensen Arve
- Kadokami Toshiaki
- Kaffas Sameh
- Kalinin Artem
- Kalnina Marika
- Kalra Dinesh
- Kamani Christel H.
- Kameoka Vinícius
- Kaminek Milan
- Kandeel Ahmed
- Kang Won Jun
- Kapitan Miguel
- Kaplan Mitchell
- Karalkin Anatoly
- Karim Noor Khairiah A.
- Kato Takao
- Kaviratne Summanther
- Kawel-Boehm Nadine
- Kay Fernando
- Kay Michael
- Keenan Ross
- Kelion Andrew
- Kelly Faith
- Keng Felix
- Kerins David
- Khalique Omar
- Khiewvan Benjapa
- Khokhar Azhar
- Khushica Purbhoo
- Kiess Marla
- Kim Ji-Young
- Kincl Vladimír
- Kinkhabwala Mona
- Kir Kemal Metin
- Kircher Jacqueline
- Kirkbride Rachael
- Kitt Jamie
- Kmetyuk Yaroslav
- Knafo Galit
- Knuuti Juhani
- Kokkonen Velipekka
- Kokov Alexander
- Komiagiene Renata
- Kontos Michael
- Koopmans Klaas Pieter
- Korol Pavlo
- Kostadinova Irena
- Kostkiewicz Magdalena
- Kottam Anupama
- Koukouraki Sophia
- Koutelou Maria
- Krepp Joseph
- Krohn Isabel
- Kudo Takashi
- Kudo Takashi
- Kumar Mohan Ashok
- Kumar Sukriti
- Kumita Shinichiro
- Kunikowska Jolanta
- Kviecinskiene Giedre
- Kyhl Kasper
- Kyrozi Eleni
- Lahey Ryan
- Lairez Olivier
- Lakhi Hoosen
- Lang Otto
- Larikka Martti
- Laudicella Riccardo
- Layer Jay
- Le Ngoc Ha
- Leccisotti Lucia
- Lederer Karin
- Lee Jaetae
- Lee Joseph
- Lee Ken
- Lee Kenneth
- Lee Steven H.
- Leipsic Jonathon
- Lenturut-Katal Dora
- Leppo Jeffrey
- Lesser John
- Leta Rubén
- Leung Eugene
- Leung Steve
- Leva Lucia
- Lewin Howard
- Lewkowicz Julio Manuel
- Li Caiying
- Li Dong
- Li Sijin
- Li Tao
- Liga Riccardo
- Liguori Carlo
- Lima Adna
- Lima Ronaldo
- Litmanovich Diana
- Liu Hui
- Liu Jinkang
- Liu Yiyan
- Londoño Blair Juan Luis
- Londoño Juan
- Longo Giampiero
- Lopes Rafael Willain
- Lopez-Mattei Juan
- Lopez-Mattei Juan
- Lopez-Mattei Juan
- Lotti Jose Maria
- Louw Lizette
- Lovera Cesar
- Low Chen
- Lu Bin
- Lu Bin
- Lu Yao
- Lugassi Rachel
- Luis Rodrigues Jonathan Carl
- Lumbreras Luis
- Luna Hiram Rivera
- Løvhaugen Pål
- Machado e Silva Ricardo
- Madu Chibuzo
- Madu Ernest
- Maffione Margherita
- Magalhães Tiago
- Magboo Vincent Peter
- Magnussen John
- Magurany Kathleen
- Mai Nghi
- Mai Son Hong
- Majstorov Venjamin
- Mak Sze Mun
- Makhdomi Khalid
- Malan Nico
- Maldonado Alejandro
- Maleki Majid
- Malkovskiy Eli
- Malkovskiy Eli
- Mancini Maria Elisabetta
- Mander Gordon
- Manders Jeroen
- Manka Robert
- Mansy Ahmad
- Maor Moalem Israel Shlomo
- Marcassa Claudio
- Markowitz Jeremy
- Marn Amanda
- Marousa Ntouskou
- Maroz-Vadalazhskaya Natallia
- Marquez Alejandra
- Marquez-Cabeza Juan Javier
- Martin Francisco
- Martin Jon
- Martinez de Alegria Anxo
- Maruno Hirotaka
- Masoli Osvaldo
- Masoli Osvaldo Horacio
- Massardo Teresa
- Mastrocola Luiz Eduardo
- Mastrovito Edgardo
- Mataciunas Mindaugas
- Mataki Hiroyuki
- Matis Stephen E.
- Matos Luis
- Matushita Cristina Sebastião
- Maurice Hany
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- Maurovich-Horvat Pál
- Mayoraz Matias
- Mcalindon Elisa
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- Mele Anibal
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- Meneghetti José Claudio
- Menezes de Siqueira Maria Eduarda
- Menezes Leon
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- Merani Maria Fernanda
- Meretta Alejandro Horacio
- Merhige Michael
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- Moncayo Antonio Calderón
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- Morelos Martha
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- Morgan-Hughes Gareth
- Morimoto Ryota
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- Moss Alastair
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- Mukti Anggoro Praja
- Murphy David
- Murphy Mark
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- Murray John
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- Nakajima Kenichi
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- Nanasato Mamoru
- Nanayakkara Damayanthi
- Nandurkar Dee
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- Napier Kyle
- Nardi Barbara
- Narula Jagat
- Narula Jagat
- Naseer Hamid
- Nasery Mohammad Nawaz
- Naue Vania
- Naves Danilo
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- Ng Ming Yen
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- Nicol Edward
- Nieves A López De Munaín Maria
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- Noguera Eduardo
- Nolasco Roberto
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- Norgaard Bjarne Linde
- Norikane Takashi
- Norton Carolina Bas
- Novoa Carlos
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- Nørgaard Bjarne Linde
- O'Brien Julie
- O'Rourke Edward
- O'Sullivan Patricia
- Obaldo Jerry
- Occleshaw Christopher
- Ohta Yasutoshi
- Oikonomou Anastasia
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- Okizaki Atsutaka
- Oliveira Joao Bruno
- Ombati Kevin
- Onimode Yetunde
- Ornelas Mario
- Ortellado José
- Ortga Ramirez Jose Alberto
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- Otsuka Hideki
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- Pabon Luz
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- Paez Diana
- Paixao Eduardo
- Panagidis Christoforos
- Pandos George
- Parwani Purvi
- Parwani Purvi
- Parwani Purvi
- Pascual Thomas N. B.
- Pascual Thomas N. B.
- Pasquet Agnès
- Passen Edward
- Pastrana Davidson
- Patel Amit
- Patel Chetan
- Patel Dilip
- Patel Ravi
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- Pathmaraj Kunthi
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- Pineda Mauricio
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- Poksi Anne
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- Porter Thomas
- Pospelov Viktor
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- Preciado-Anaya Andrés
- Preciado-Gutiérrez Óscar Ulises
- Premaratne Manuja
- Premprabha Teerapon
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- Prior David
- Prior John O.
- Probst Stephan
- Proffit Franck
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- Pynda Yaroslav
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- Rabbat Mark
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- Raggi Paolo
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- Rajbanshi Bijoy
- Rajvong Sonexay
- Ramamurti Suresh
- Ramkumar Prasad Guntur
- Rampin Lucia
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- Randazzo Michael
- Randazzo Michael J.
- Ranser Sara
- Rawashdeh Mohammad
- Rayo Madrid Juan Ignacio
- Redruello Marcela
- Regaieg Hamza
- Reichmuth Luise
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- Riaz Musab
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- Rofe Christopher
- Roifman Idan
- Rojas Juan Carlos
- Romantini Leila
- Romero Romina Lorena
- Rominger Axel
- Roque Vanegas Hector Bladimir
- Rorie Mark
- Rosales Uvera Sandra Graciela
- Rossini Pierluigi
- Rostami Maryam Tajik
- Rovaletti Federico
- Rozikhodjaeva Gulnora
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- Ruiz Diego
- Ruiz Joaquín
- Rumberger John
- Russell Raymond
- Russo Vincenzo
- Rutherford Natalie
- Ryzhkova Daria
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- Rønnow Sand Niels Peter
- Saadullah Mohammad
- Sabharwal Nikant
- Sabra Philip
- Sacchetti Gian Mauro
- Sadler Diego
- Saifullina Guzaliya
- Saito Masaki
- Sakanyan Mari
- Sakata Sakata Yasushi
- Salehi Hamid
- Salobir Barbara Gužic
- Sambuceti Gianmario
- Samuel Anthony
- San Miguel Lucas
- Sanches Adelina
- Sandoval Sigelinda
- Santana Sara
- Sara da Silva Leonardo
- Sarai Masayoshi
- Saranovic Dragana Sobic
- Sarda-Mantel Laure
- Sasse Alexander
- Sato Daisuke
- Satyr Maryna
- Saunders Connor
- Saxena Sudhir
- Sayman Haluk
- Sazonova Svetlana
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- Scarlett Luke
- Schemmer Mary
- Schmidt Erzsébet
- Schneider Roman P.
- Schoepf U. Joseph
- Schofield Rebecca
- Scholte Arthur
- Scholtens Asbjørn
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- Schvartzman Paulo
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- Sergienko Vladimir
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- Shah Nishant R.
- Shah Samir
- Shalev Aryeh
- Shanbhag Sujata
- Sharma Gaurav
- Sharma Naveen
- Shaw Leslee J.
- Shaw Leslee J.
- Shayani Steven
- Shetty Deepa
- Shiozaki Afonso
- Shiraishi Shinya
- Shirani Jamshid
- Shirka Ervina
- Shivaram Pushpa
- Shrestha Ganesh
- Shulman Jonathan
- Shurupova Irina
- Sierra-Galan Lilia M.
- Sierra-Galan Lilia M.
- Sigman Steven
- Silva Fábio Martins
- Simanek Milan
- Simon Mitch
- Simonsson Magnus
- Singh Bhanupriya
- Singh Santosh
- Sinitsyn Valentin
- Siqueira Cristiano
- Siu Silvia
- Slart Riemer
- Slim Ahmad
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- Smanio Paola
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- Smith David
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- Soeriadi Erwin Affandi
- Solanki Vijay
- Solari Lucrecia
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- Soli Idrissa Adamou
- Soman Prem
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- Spiro Bernardo
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- Steffensen Rolf
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- Sun Kai
- Suwa Yoshinobu
- Swainson Ian
- Syawaluddin Hilman
- Syed Ghulam
- Szilveszter Balint
- T Albert
- Tacher Vania
- Tag Naima
- Takanami Kentaro
- Takehana Kazuya
- Taki Junichi
- Taleb Sara
- Tamaki Nagara
- Tandon Vikas
- Tang Gongshun
- Tang Jeanelle Margareth
- Taniguchi Yasuyo
- Taubman Kim
- Tawakol Ahmed
- Taylor Andrew
- Tecson Bettina
- Teragawa Hiroki
- Theng Youdaline
- Thientunyakit Tanyaluck
- Thimister Paul
- Thomas Dustin
- Thomas Paul
- Thomassen Anders
- Thompson Randall
- Thu Phyo Si
- To Andrew
- Tomas Miguel Santaularia
- Tomizawa Nobuo
- Topping William
- Torbet Tara
- Torreao Jorge
- Torres Rafael
- Traverso Sonia
- Traverzo Sonia Simona
- Trifonova Tatjana
- Trinidad Desiree
- Trivedi Adwait
- Tsujita Kenichi
- Tweed Katharine
- Udugama Chandraguptha
- Uellendahl Marly
- Ullery Shawn
- Umeji Kyoko
- Unger Steven
- Unzek Samuel
- Upton Anthony
- Uretsky Seth
- Uson Kristine Joy
- Ussov Wladimir Yurievich
- Uusitalo Valtteri
- Uy Mila
- Vajauskas Donatas
- Vakhromeeva Margarita
- Valiullina Nailya
- Vallejo Enrique
- Valles Mario
- Vallurupalli Srikanth
- Vallée Jean-Paul
- Valsamaki Pipitsa
- Vamadevan Shankar
- Van Asperen Erik-Jan
- Van De Heyning Caroline M.
- Van Gaal William
- Van Pelt Niels
- Vangu Mboyo
- Vargas Luis Salazar
- Vasquez Andres
- Vavlukis Marija
- Velez Mayra Sanchez
- Veltman Niels
- Ventroni Guido
- Vergel Damiana
- Verjans Johan
- Verma Atul
- Verma Vikas
- Verschure Derk
- Veríssimo Otávia
- Villines Todd C.
- Villines Todd C.
- Vitola Joao V.
- Vitola Joao V.
- Vondrak Andrej
- Voutnis Demetrius
- Vuuren Magritha Jv
- Várady Edit
- Vázquez Manuel Castillo
- Wagenaar Nils
- Wakabayashi Yasushi
- Waller Alfonso
- Waltrick Roberto
- Wang Ellen
- Wang Jian
- Wang Ximing
- Wang Yifan
- Wang Yining
- Wang Zhao-Qian
- Ward Parker
- Wayne Victor
- Weihmuller Juan Sebastian
- Weir-Mccall Jonathan
- Weiss Konrad
- Weissman Gaby
- Wesbey George
- White James
- White Kelly
- Williams Michelle C.
- Williams Michelle C.
- Wilson Peter
- Winchester David
- Winchester David
- Wolcan Juan
- Wolinsky David
- Won Kyoung Sook
- Wong David
- Wong Kirby
- Wu Jiang
- Wu Zhifang
- Xia Liming
- Xiao Jiangxi
- Xu Lei
- Xu Zhuoran
- Yamada Shinichiro
- Yamazaki Shinya
- Yang Youyou
- Yew Min Sen
- Yin Wu
- Yoneyama Tatsuya
- Yost Sandra
- Young Calum
- Younger John
- Younis Muhammad Numair
- Yu Jianqun
- Yuan Li
- Zaid Eed Abu
- Zakavi Seyed Rasoul
- Zapparoli Marcello
- Zavadovsky Konstantin
- Zeffiro Susana
- Zeidán Nahla
- Zerahn Bo
- Zgaljardic Michael
- Zhang Longjiang
- Zhang Tong
- Zhang Xiaoli
- Zhang Yong-Gao
- Zhu Li
- Zhuravlev Kirill
- Zoboli Stefania
- Zukotynski Katherine
- Zuluaga Alejandro
- Øvrehus Kristian Altern
- Štalc Monika
- Publication venue
- 'Elsevier BV'
- Publication date
- 01/01/2021
- Field of study
Objectives: This study sought to quantify and compare the decline in volumes of cardiovascular procedures between the United States and non-US institutions during the early phase of the coronavirus disease-2019 (COVID-19) pandemic.
Background: The COVID-19 pandemic has disrupted the care of many non-COVID-19 illnesses. Reductions in diagnostic cardiovascular testing around the world have led to concerns over the implications of reduced testing for cardiovascular disease (CVD) morbidity and mortality.
Methods: Data were submitted to the INCAPS-COVID (International Atomic Energy Agency Non-Invasive Cardiology Protocols Study of COVID-19), a multinational registry comprising 909 institutions in 108 countries (including 155 facilities in 40 U.S. states), assessing the impact of the COVID-19 pandemic on volumes of diagnostic cardiovascular procedures. Data were obtained for April 2020 and compared with volumes of baseline procedures from March 2019. We compared laboratory characteristics, practices, and procedure volumes between U.S. and non-U.S. facilities and between U.S. geographic regions and identified factors associated with volume reduction in the United States.
Results: Reductions in the volumes of procedures in the United States were similar to those in non-U.S. facilities (68% vs. 63%, respectively; p = 0.237), although U.S. facilities reported greater reductions in invasive coronary angiography (69% vs. 53%, respectively; p < 0.001). Significantly more U.S. facilities reported increased use of telehealth and patient screening measures than non-U.S. facilities, such as temperature checks, symptom screenings, and COVID-19 testing. Reductions in volumes of procedures differed between U.S. regions, with larger declines observed in the Northeast (76%) and Midwest (74%) than in the South (62%) and West (44%). Prevalence of COVID-19, staff redeployments, outpatient centers, and urban centers were associated with greater reductions in volume in U.S. facilities in a multivariable analysis.
Conclusions: We observed marked reductions in U.S. cardiovascular testing in the early phase of the pandemic and significant variability between U.S. regions. The association between reductions of volumes and COVID-19 prevalence in the United States highlighted the need for proactive efforts to maintain access to cardiovascular testing in areas most affected by outbreaks of COVID-19 infection
Measurement of the top quark forward-backward production asymmetry and the anomalous chromoelectric and chromomagnetic moments in pp collisions at √s = 13 TeV
- Author
- Aarrestad Thea Klaeboe
- Abbaneo Duccio
- Abbiendi Giovanni
- Abbrescia Marcello
- Abdelalim Ahmed Ali
- Abdullin Salavat
- Abercrombie Daniel
- Abu Zeid Shimaa
- Acharya Himal
- Acosta Darin
- Acosta John Gabriel
- Adam Wolfgang
- Adams Mark Raymond
- Adams Todd
- Adzic Petar
- Afanasiev Serguei
- Agapitos Antonis
- Agarwal Garvita
- Aggleton Robin
- Agram Jean-Laurent
- Aguilar-Benitez Manuel
- Ahmad Ashfaq
- Ahmad Muhammad
- Ahmad Muhammad
- Ahuja Sudha
- Akbiyik Melike
- Akchurin Nural
- Akgun Bora
- Albajar Carmen
- Albergo Sebastiano
- Albert Andreas
- Albrow Michael
- Alcaraz Maestre Juan
- Aldaya Martin Maria
- Aleksandrov Aleksandar
- Alexander James
- Alhusseini Mohammad
- Alimena Juliette
- Allen Brandon
- Almond John
- Alvarez Gonzalez Barbara
- Alverson George
- Alves Gilvan
- Aly Reham
- Alyari Maral
- Amapane Nicola
- Ambrogi Federico
- Amendola Chiara
- Amin Nick
- Amsler Claude
- Anagnostou Georgios
- Anderson Dustin
- Andrea Jeremy
- Andreev Vladimir
- Andreev Yuri
- Andrews Michael Benjamin
- Androsov Konstantin
- Antchev Georgy
- Antunovic Zeljko
- Apanasevich Leonard
- Apollinari Giorgio
- Apresyan Artur
- Apyan Aram
- Araujo Mariana
- Arcaro Daniel
- Arcidiacono Roberta
- Arenton Michael Wayne
- Argiro Stefano
- Arneodo Michele
- Asavapibhop Burin
- Asawatangtrakuldee Chayanit
- Asenov Patrick
- Askew Andrew
- Asmuss Paul
- Atakisi Ismail Okan
- Ather Mohsan Waseem
- Attikis Alexandros
- Auffray Etiennette
- Aushev Tagir
- Autermann Christian
- Auzinger Georg
- Avati Valentina
- Avery Paul
- Avila Carlos
- Awan Muhammad Imran Malik
- Ayala Edy
- Azarkin Maksim
- Azhgirey Igor
- Aziz Tariq
- Azzi Patrizia
- Azzurri Paolo
- Baarmand Marc M
- Babaev Anton
- Babounikau Illia
- Bacchetta Nicola
- Bachiller Irene
- Bachtis Michail
- Backhaus Malte
- Baden Drew
- Baechler Joachim
- Bagliesi Giuseppe
- Bahinipati Seema
- Baillon Paul
- Bainbridge Robert
- Bakas Georgios
- Bakhshiansohi Hamed
- Baldenegro Barrera Cristian
- Ball Austin
- Ban Yong
- Band Reyer
- Banerjee Sudeshna
- Banerjee Sunanda
- Bansal Sunil
- Barbagli Giuseppe
- Barberis Emanuela
- Bargassa Pedrame
- Baringer Philip
- Barker Anthony
- Barnes Virgil E
- Barney David
- Barnyakov Alexander
- Baron Owen
- Barria Patrizia
- Barrio Luna Mar
- Bartek Rachel
- Bartosik Nazar
- Bartók Márton
- Baselga Marta
- Baskakov Alexey
- Bastos Diogo
- Bat Ayse
- Battilana Carlo
- Baty Austin
- Bauerdick Lothar AT
- Baur Sebastian
- Bayshev Igor
- Bean Alice
- Beauceron Stephanie
- Beaudette Florian
- Beernaert Kelly
- Beghin Diego
- Behera Prafulla Kumar
- Behnke Olaf
- Behrens Ulf
- Bein Samuel
- Belchior Batista Das Chagas Ewerton
- Belforte Stefano
- Bell Ken W
- Bellan Riccardo
- Belloni Alberto
- Bellora Andrea
- Belyaev Alexander
- Belyaev Andrey
- Benaglia Andrea
- Benato Lisa
- Bencze Gyorgy
- Bendavid Joshua
- Benecke Anna
- Benelli Gabriele
- Beni Noemi
- Benitez Jose F
- Benussi Luigi
- Beretvas Andrew
- Bergauer Thomas
- Berger Pirmin
- Berger Thomas
- Beri Suman Bala
- Bermúdez Martínez Armando
- Bernardes Cesar Augusto
- Bernet Colin
- Berry Douglas
- Berryhill Jeffrey
- Bertacchi Valerio
- Besancon Marc
- Beschi Andrea
- Betts Russell Richard
- Bhal Eshwen
- Bhandari Rohan
- Bhardwaj Ashutosh
- Bhardwaj Rishika
- Bharti Monika
- Bhat Muzamil Ahmad
- Bhat Pushpalatha C
- Bhatnagar Vipin
- Bhattacharya Rajarshi
- Bhattacharya Saptaparna
- Bhattacharya Satyaki
- Bhattacharya Soham
- Bhawandeep Bhawandeep
- Bheesette Srinidhi
- Bhowmik Debabrata
- Bhowmik Sandeep
- Bhyun Ji Hwan
- Bi Ran
- Bialkowska Helena
- Bianchini Lorenzo
- Bianco Michele
- Bianco Stefano
- Biasini Maurizio
- Biino Cristina
- Bilei Gian Mario
- Bilin Bugra
- Bilki Burak
- Bin Anuar Afiq Aizuddin
- Bisello Dario
- Bitioukov Sergei
- Black Kevin
- Blekman Freya
- Blinov Vladimir
- Bloch Daniel
- Bloch Philippe
- Bloom Kenneth
- Bluj Michal
- Blumenfeld Barry
- Boccali Tommaso
- Bocci Andrea
- Bodek Arie
- Boimska Bozena
- Boletti Alessio
- Bologna Simone
- Bols Emil Sørensen
- Bonacorsi Daniele
- Bonchev Miroslav
- Bondu Olivier
- Boos Edouard
- Boran Fatma
- Borchsh Vladislav
- Boren Samuel
- Borg Johan
- Borgonovi Lisa
- Bornheim Adolf
- Borras Kerstin
- Bortignon Pierluigi
- Bose Tulika
- Bossini Edoardo
- Botta Cristina
- Botta Valeria
- Boudoul Gaelle
- Bouhali Othmane
- Bourgatte Guillaume
- Bourilkov Dimitri
- Bozzo Marco
- Bragagnolo Alberto
- Braghieri Alessandro
- Braibant-Giacomelli Sylvie
- Brainerd Christopher
- Brandt Stephanie
- Branson James G
- Bravo Cameron
- Breedon Richard
- Breeze Shane
- Brew Christopher
- Brigljevic Vuko
- Brinkerhoff Andrew
- Brivio Francesco
- Brochero Cifuentes Javier Andres
- Brom Jean-Marie
- Brondolin Erica
- Brooke James John
- Brown Robert M
- Bruno Giacomo
- Brzhechko Danyyl
- Bucci Rachael
- Buccilli Andrew
- Buchanan James
- Buchmuller Oliver
- Bueghly James
- Bundock Aaron
- Bunichev Viacheslav
- Bunin Pavel
- Bunkowski Karol
- Buontempo Salvatore
- Burkett Kevin
- Burkle Bjorn
- Burns Douglas
- Burt Kira
- Busson Philippe
- Busza Wit
- Butler Joel Nathan
- Butler Philip H
- Butz Erik
- Bylinkin Alexander
- Bylsma Ben
- Byszuk Adrian
- Cabrera Andrés
- Cabrillo Iban Jose
- Cadamuro Luca
- Caillol Cécile
- Cakir Altan
- Calabria Cesare
- Calderon De La Barca Sanchez Manuel
- Calderon Alicia
- Cali Ivan Amos
- Call Kenneth
- Calligaris Luigi
- Camen Camille
- Caminada Lea
- Campagnari Claudio
- Campanini Renato
- Campbell Alan
- Camporesi Tiziano
- Candelise Vieri
- Canelli Maria Florencia
- Canepa Anadi
- Cankocak Kerem
- Capiluppi Paolo
- Cappati Alessandra
- Caputo Claudio
- Caratelli Alessandro
- Caraway Bryan
- Cardini Andrea
- Carle Aurélien
- Carlin Roberto
- Carlsmith Duncan
- Carrera Jarrin Edgar
- Carrillo Montoya Camilo Andres
- Carrillo Moreno Salvador
- Cartiglia Nicolo
- Carvalho Antunes De Oliveira Alexandra
- Carvalho Wagner
- Casarsa Massimo
- Caspart René
- Cassese Antonio
- Castaldi Rino
- Castaneda Hernandez Alfredo
- Castilla-Valdez Heriberto
- Castro Andrea
- Cavallari Francesca
- Cavallo Francesca Romana
- Cavallo Nicola
- Cavanaugh Richard
- Ceccarelli Rudy
- Celik Ali
- Cepeda Maria
- Cerati Giuseppe Benedetto
- Cerci Salim
- Cerminara Gianluca
- Cerrada Marcos
- Cerri Olmo
- Chabert Eric Christian
- Chahal Gurpreet Singh
- Chang Paoti
- Chang Philip
- Chanon Nicolas
- Chao Yuan
- Chapon Emilien
- Charlot Claude
- Chatterjee Rajdeep Mohan
- Chatterjee Suman
- Chauhan Shubhanshu
- Chauhan Sushil
- Chawla Ridhi
- Chazin Quero Barbara
- Checchia Paolo
- Chen Geng
- Chen Guo-Ming
- Chen He-Sheng
- Chen Kai-Feng
- Chen Mingshui
- Chen Po-Hsun
- Chen Xuan
- Chen Yuan
- Chenarani Shirin
- Cheng Tongguang
- Cheng Yangyang
- Cherepanov Vladimir
- Chernyavskaya Nadezda
- Chertok Maxwell
- Cheung Harry
- Chhibra Simranjit Singh
- Chiarito Brandon
- Chierici Roberto
- Chinellato Jose
- Chistov Ruslan
- Chlebana Frank
- Cho Sungwoong
- Choi Junho
- Choi Suyong
- Choi Young-Il
- Chou John Paul
- Choudhary Brajesh C
- Choudhury Somnath
- Chtchipounov Leonid
- Chu Jennifer
- Chudasama Ruchi
- Chwalek Thorsten
- Ciangottini Diego
- Ciocca Claudia
- Ciocci Maria Agnese
- Cipriani Marco
- Ciriolo Vincenzo
- Cirkovic Predrag
- Citron Matthew
- Cittolin Sergio
- Ciulli Vitaliano
- Civinini Carlo
- Claes Daniel R
- Clare Robert
- Clement Emyr
- Clerbaux Barbara
- CMS Collaboration
- Cockerill David JA
- Cocoros Alice
- Codispoti Giuseppe
- Coelho Eduardo
- Colaleo Anna
- Cole Joanne
- Colino Nicanor
- Collard Caroline
- Colling David
- Cometti Simona
- Connor Patrick
- Consuegra Rodríguez Sandra
- Contardo Didier
- Conte Eric
- Contreras-Campana Christian
- Conway John
- Conway Rylan
- Cooper Seth
- Cooperstein Stephane
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- Hatakeyama Kenichi
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- He He
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- Zalewski Piotr
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- Zenaiev Oleksandr
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- Zeuner Wolfram Dietrich
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- Zghiche Amina
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- Zorbilmez Caglar
- Zotto Pierluigi
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- Zuo Xunwu
- Zuolo Davide
- Álvarez Fernández Adrian
- Özçelik Özlem
- Publication venue
- Publication date
- 01/01/2019
- Field of study
Abstract The parton-level top quark (t) forward-backward asymmetry and the anomalous chromoelectric (d̂ t) and chromomagnetic (μ̂ t) moments have been measured using LHC pp collisions at a center-of-mass energy of 13 TeV, collected in the CMS detector in a data sample corresponding to an integrated luminosity of 35.9 fb−1. The linearized variable AFB(1) is used to approximate the asymmetry. Candidate t t ¯ events decaying to a muon or electron and jets in final states with low and high Lorentz boosts are selected and reconstructed using a fit of the kinematic distributions of the decay products to those expected for t t ¯ final states. The values found for the parameters are AFB(1)=0.048−0.087+0.095(stat)−0.029+0.020(syst),μ̂t=−0.024−0.009+0.013(stat)−0.011+0.016(syst), and a limit is placed on the magnitude of | d̂ t| < 0.03 at 95% confidence level. [Figure not available: see fulltext.
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