14 research outputs found
Bimekizumab efficacy and safety through two years in patients with moderate psoriasis: Analysis of pooled data from five phase 3/3b clinical trials
- Author
- Publication venue
- Publication date
- 16/11/2022
- Field of study
N/
Global age-sex-specific fertility, mortality, healthy life expectancy (HALE), and population estimates in 204 countries and territories, 1950-2019 : a comprehensive demographic analysis for the Global Burden of Disease Study 2019
- Author
- Abbafati Cristiana
- Abbas Kaja M.
- Abbasi Mohammad
- Abbasi-Kangevari Mohsen
- Abbasifard Mitra
- Abbastabar Hedayat
- Abd-Allah Foad
- Abdelalim Ahmed
- Abdollahi Mohammad
- Abdollahpour Ibrahim
- Abedi Aidin
- Abedi Parisa
- Abegaz Kedir H.
- Abolhassani Hassan
- Abosetugn Akine E.
- Aboyans Victor
- Abrams Elissa M.
- Abreu Lucas G.
- Abrigo Michael R. M.
- Abu Haimed Abdulaziz K.
- Abu-Gharbieh Eman
- Abu-Raddad Laith J.
- Abualhasan Ahmed
- Abushouk Abdelrahman I.
- Acebedo Alyssa
- Ackerman Ilana N.
- Adabi Maryam
- Adair Tim
- Adamu Abdu A.
- Adebayo Oladimeji M.
- Adedeji Isaac A.
- Adekanmbi Victor
- Adelson Jaimie D.
- Adeoye Abiodun M.
- Adetokunboh Olatunji O.
- Adham Davoud
- Advani Shailesh M.
- Afarideh Mohsen
- Afshari Mahdi
- Afshin Ashkan
- Agardh Emilie E.
- Agarwal Gina
- Agasthi Pradyumna
- Agesa Kareha M.
- Aghaali Mohammad
- Aghamir Seyed M.
- Agrawal Anurag
- Ahmad Tauseef
- Ahmadi Alireza
- Ahmadi Keivan
- Ahmadi Mehdi
- Ahmadieh Hamid
- Ahmadpour Ehsan
- Ahmed Muktar B.
- Aji Budi
- Akalu Temesgen Y.
- Akinyemi Rufus O.
- Akinyemiju Tomi
- Akombi Blessing J.
- Akunna Chisom J.
- Al-Aly Ziyad
- Al-Mekhlaf Hesham M.
- Al-Raddadi Rajaa
- Alahdab Fares
- Alam Khurshid
- Alam Noore
- Alam Samiah
- Alam Tahiya
- Alanezi Fahad M.
- Alanzi Turki M.
- Albertson Samuel B.
- Alcalde-Rabanal Jacqueline E.
- Alema Niguse M.
- Alemu Biresaw W.
- Alemu Yihun M.
- Alhabib Khalid F.
- Alhassan Robert K.
- Ali Muhammad
- Ali Saqib
- Alicandro Gianfranco
- Alijanzadeh Mehran
- Alinia Cyrus
- Alipour Vahid
- Alizade Hesam
- Aljunid Syed M.
- Alla François
- Allebeck Peter
- Almadi Majid A.
- Almasi Ali
- Almasi-Hashiani Amir
- Almasri Nihad A.
- Almulhim Abdulaziz M.
- Alonso Jordi
- Altirkawi Khalid A.
- Alumran Arwa K.
- Alvis-Guzman Nelson
- Alvis-Zakzuk Nelson J.
- Amare Azmeraw T.
- Amare Bekalu
- Amini Saeed
- Amini-Rarani Mostafa
- Aminorroaya Arya
- Amiri Fatemeh
- Amit Arianna M.
- Amugsi Dickson A.
- Amul Gianna G.
- Anbesu Etsay W.
- Ancuceanu Robert
- Anderlini Deanna
- Anderson Jason A.
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- Pourmirza Kalhori Reza
- Pourshams Akram
- Poznanska Anna
- Prada Sergio I.
- Prakash Sanjay
- Prakash V.
- Prasad Narayan
- Preotescu Liliana
- Pribadi Dimas R.
- Pupillo Elisabetta
- Quazi Syed Zahiruddin
- Rabiee Mohammad
- Rabiee Navid
- Radfar Amir
- Rafiee Ata
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- Raggi Alberto
- Rahim Fakher
- Rahimi-Movaghar Afarin
- Rahman Mohammad H.
- Rahman Muhammad A.
- Rajabpour-Sanati Ali
- Rajati Fatemeh
- Rakovac Ivo
- Ram Pradhum
- Ramezanzadeh Kiana
- Rana Saleem M.
- Ranabhat Chhabi L.
- Ranta Annemarei
- Rao Puja C.
- Rao Sowmya J.
- Rasella Davide
- Rashedi Vahid
- Rastogi Prateek
- Rath Goura K.
- Rathi Priya
- Rawaf David L.
- Rawaf Salman
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- Rawassizadeh Reza
- Rawat Ramu
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- Redford Sofia B.
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- Reiner Robert C.
- Reinig Nickolas
- Reitsma Marissa B.
- Remuzzi Giuseppe
- Renjith Vishnu
- Renzaho Andre M. N. (R17978)
- Ärnlöv Johan
- Øverland Simon
- Publication venue
- 'Elsevier BV'
- Publication date
- 01/01/2020
- Field of study
Background: Accurate and up-to-date assessment of demographic metrics is crucial for understanding a wide range of social, economic, and public health issues that affect populations worldwide. The Global Burden of Diseases, Injuries, and Risk Factors Study (GBD) 2019 produced updated and comprehensive demographic assessments of the key indicators of fertility, mortality, migration, and population for 204 countries and territories and selected subnational locations from 1950 to 2019.
Methods: 8078 country-years of vital registration and sample registration data, 938 surveys, 349 censuses, and 238 other sources were identified and used to estimate age-specific fertility. Spatiotemporal Gaussian process regression (ST-GPR) was used to generate age-specific fertility rates for 5-year age groups between ages 15 and 49 years. With extensions to age groups 10–14 and 50–54 years, the total fertility rate (TFR) was then aggregated using the estimated age-specific fertility between ages 10 and 54 years. 7417 sources were used for under-5 mortality estimation and 7355 for adult mortality. ST-GPR was used to synthesise data sources after correction for known biases. Adult mortality was measured as the probability of death between ages 15 and 60 years based on vital registration, sample registration, and sibling histories, and was also estimated using ST-GPR. HIV-free life tables were then estimated using estimates of under-5 and adult mortality rates using a relational model life table system created for GBD, which closely tracks observed age-specific mortality rates from complete vital registration when available. Independent estimates of HIV-specific mortality generated by an epidemiological analysis of HIV prevalence surveys and antenatal clinic serosurveillance and other sources were incorporated into the estimates in countries with large epidemics. Annual and single-year age estimates of net migration and population for each country and territory were generated using a Bayesian hierarchical cohort component model that analysed estimated age-specific fertility and mortality rates along with 1250 censuses and 747 population registry years. We classified location-years into seven categories on the basis of the natural rate of increase in population (calculated by subtracting the crude death rate from the crude birth rate) and the net migration rate. We computed healthy life expectancy (HALE) using years lived with disability (YLDs) per capita, life tables, and standard demographic methods. Uncertainty was propagated throughout the demographic estimation process, including fertility, mortality, and population, with 1000 draw-level estimates produced for each metric. Findings: The global TFR decreased from 2·72 (95% uncertainty interval [UI] 2·66–2·79) in 2000 to 2·31 (2·17–2·46) in 2019. Global annual livebirths increased from 134·5 million (131·5–137·8) in 2000 to a peak of 139·6 million (133·0–146·9) in 2016. Global livebirths then declined to 135·3 million (127·2–144·1) in 2019. Of the 204 countries and territories included in this study, in 2019, 102 had a TFR lower than 2·1, which is considered a good approximation of replacement-level fertility. All countries in sub-Saharan Africa had TFRs above replacement level in 2019 and accounted for 27·1% (95% UI 26·4–27·8) of global livebirths. Global life expectancy at birth increased from 67·2 years (95% UI 66·8–67·6) in 2000 to 73·5 years (72·8–74·3) in 2019. The total number of deaths increased from 50·7 million (49·5–51·9) in 2000 to 56·5 million (53·7–59·2) in 2019. Under-5 deaths declined from 9·6 million (9·1–10·3) in 2000 to 5·0 million (4·3–6·0) in 2019. Global population increased by 25·7%, from 6·2 billion (6·0–6·3) in 2000 to 7·7 billion (7·5–8·0) in 2019. In 2019, 34 countries had negative natural rates of increase; in 17 of these, the population declined because immigration was not sufficient to counteract the negative rate of decline. Globally, HALE increased from 58·6 years (56·1–60·8) in 2000 to 63·5 years (60·8–66·1) in 2019. HALE increased in 202 of 204 countries and territories between 2000 and 2019
Global burden of 369 diseases and injuries in 204 countries and territories, 1990–2019: a systematic analysis for the Global Burden of Disease Study 2019
- Author
- Abbafati Cristiana
- Abbas Kaja M.
- Abbasi Mohammad
- Abbasi-Kangevari Mohsen
- Abbasifard Mitra
- Abbastabar Hedayat
- Abd El Razek Hassan Magdy
- Abd El Razek Muhammed Magdy
- Abd-Allah Foad
- Abdelalim Ahmed
- Abdollahi Mohammad
- Abdollahpour Ibrahim
- Abdulkader Rizwan Suliankatchi
- Abdullah Kanaan Hamagharib
- Abedi Aidin
- Abedi Parisa
- Abegaz Kedir Hussein
- Abolhassani Hassan
- Abosetugn Akine Eshete
- Aboyans Victor
- Abrams Elissa M.
- Abreu Lucas Guimaraes
- Abrigo Michael R. M.
- Abu Haimed Abdulaziz Khalid
- Abu-Gharbieh Eman
- Abu-Raddad Laith Jamal
- Abualhasan Ahmed
- Abushouk Abdelrahman I.
- Acebedo Alyssa
- Ackerman Ilana N.
- Adabi Maryam
- Adair Tim
- Adamu Abdu A.
- Adebayo Oladimeji M.
- Adedeji Isaac Akinkunmi
- Adekanmbi Victor
- Adelson Jaimie D.
- Adeoye Abiodun Moshood
- Adetokunboh Olatunji O.
- Adham Davoud
- Advani Shailesh M.
- Afarideh Mohsen
- Afshari Mahdi
- Afshin Ashkan
- Agardh Emilie E.
- Agarwal Gina
- Agasthi Pradyumna
- Agesa Kareha M.
- Aghaali Mohammad
- Aghamir Seyed Mohammad Kazem
- Agrawal Anurag
- Ahmad Tauseef
- Ahmadi Alireza
- Ahmadi Keivan
- Ahmadi Mehdi
- Ahmadieh Hamid
- Ahmadpour Ehsan
- Ahmed Muktar Beshir
- Aji Budi
- Akalu Temesgen Yihunie
- Akinyemi Rufus Olusola
- Akinyemiju Tomi
- Akombi Blessing
- Akunna Chisom Joyqueenet
- Al-Aly Ziyad
- Al-Mekhlafi Hesham M.
- Al-Raddadi Rajaa M.
- Alahdab Fares
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- Alcalde-Rabanal Jacqueline Elizabeth
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- Ali Muhammad
- Ali Saqib
- Alicandro Gianfranco
- Alijanzadeh Mehran
- Alinia Cyrus
- Alipour Vahid
- Alizade Hesam
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- Dereje Nebiyu Dereje
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- Wunrow Han Yong
- Xie Yang
- Xu Gelin
- Xu Rixing
- Yadgir Simon
- Yamada Tomohide
- Yamagishi Kazumasa
- Yaminfirooz Mousa
- Yano Yuichiro
- Yaya Sanni
- Yazdi-Feyzabadi Vahid
- Yearwood Jamal A.
- Yeheyis Tomas Y.
- Yeshitila Yordanos Gizachew
- Yilgwan Christopher Sabo
- Yilma Mekdes Tigistu
- Yip Paul
- Yonemoto Naohiro
- Yoon Seok-Jun
- York Hunter W.
- Younis Mustafa Z.
- Younker Theodore Patrick
- Yousefi Bahman
- Yousefi Zabihollah
- Yousefifard Mahmoud
- Yousefinezhadi Taraneh
- Yousuf Abdilahi Yousuf
- Yu Chuanhua
- Yu Yong
- Yuan Chun-Wei
- Yuce Deniz
- Yusefzadeh Hasan
- Zadey Siddhesh
- Zahabi Saleh Salehi
- Zaidi Syed Saoud
- Zaki Leila
- Zaki Maysaa El Sayed
- Zakzuk Josefina
- Zamani Mohammad
- Zamanian Maryam
- Zandian Hamed
- Zangeneh Alireza
- Zarafshan Hadi
- Zastrozhin Mikhail Sergeevich
- Zewdie Kaleab Alemayehu
- Zhang Jianrong
- Zhang Yunquan
- Zhang Zhi-Jiang
- Zhao Jeff T.
- Zhao Xiu-Ju George
- Zhao Yingxi
- Zheleva Bistra
- Zheng Peng
- Zhou Maigeng
- Zhu Cong
- Ziapour Arash
- Zimsen Stephanie R. M.
- Zlavog Bianca S.
- Zodpey Sanjay
- Publication venue
- Publication date
- 01/01/2020
- Field of study
Background: In an era of shifting global agendas and expanded emphasis on non-communicable diseases and injuries along with communicable diseases, sound evidence on trends by cause at the national level is essential. The Global Burden of Diseases, Injuries, and Risk Factors Study (GBD) provides a systematic scientific assessment of published, publicly available, and contributed data on incidence, prevalence, and mortality for a mutually exclusive and collectively exhaustive list of diseases and injuries. Methods: GBD estimates incidence, prevalence, mortality, years of life lost (YLLs), years lived with disability (YLDs), and disability-adjusted life-years (DALYs) due to 369 diseases and injuries, for two sexes, and for 204 countries and territories. Input data were extracted from censuses, household surveys, civil registration and vital statistics, disease registries, health service use, air pollution monitors, satellite imaging, disease notifications, and other sources. Cause-specific death rates and cause fractions were calculated using the Cause of Death Ensemble model and spatiotemporal Gaussian process regression. Cause-specific deaths were adjusted to match the total all-cause deaths calculated as part of the GBD population, fertility, and mortality estimates. Deaths were multiplied by standard life expectancy at each age to calculate YLLs. A Bayesian meta-regression modelling tool, DisMod-MR 2.1, was used to ensure consistency between incidence, prevalence, remission, excess mortality, and cause-specific mortality for most causes. Prevalence estimates were multiplied by disability weights for mutually exclusive sequelae of diseases and injuries to calculate YLDs. We considered results in the context of the Socio-demographic Index (SDI), a composite indicator of income per capita, years of schooling, and fertility rate in females younger than 25 years. Uncertainty intervals (UIs) were generated for every metric using the 25th and 975th ordered 1000 draw values of the posterior distribution. Findings: Global health has steadily improved over the past 30 years as measured by age-standardised DALY rates. After taking into account population growth and ageing, the absolute number of DALYs has remained stable. Since 2010, the pace of decline in global age-standardised DALY rates has accelerated in age groups younger than 50 years compared with the 1990–2010 time period, with the greatest annualised rate of decline occurring in the 0–9-year age group. Six infectious diseases were among the top ten causes of DALYs in children younger than 10 years in 2019: lower respiratory infections (ranked second), diarrhoeal diseases (third), malaria (fifth), meningitis (sixth), whooping cough (ninth), and sexually transmitted infections (which, in this age group, is fully accounted for by congenital syphilis; ranked tenth). In adolescents aged 10–24 years, three injury causes were among the top causes of DALYs: road injuries (ranked first), self-harm (third), and interpersonal violence (fifth). Five of the causes that were in the top ten for ages 10–24 years were also in the top ten in the 25–49-year age group: road injuries (ranked first), HIV/AIDS (second), low back pain (fourth), headache disorders (fifth), and depressive disorders (sixth). In 2019, ischaemic heart disease and stroke were the top-ranked causes of DALYs in both the 50–74-year and 75-years-and-older age groups. Since 1990, there has been a marked shift towards a greater proportion of burden due to YLDs from non-communicable diseases and injuries. In 2019, there were 11 countries where non-communicable disease and injury YLDs constituted more than half of all disease burden. Decreases in age-standardised DALY rates have accelerated over the past decade in countries at the lower end of the SDI range, while improvements have started to stagnate or even reverse in countries with higher SDI. Interpretation: As disability becomes an increasingly large component of disease burden and a larger component of health expenditure, greater research and developm nt investment is needed to identify new, more effective intervention strategies. With a rapidly ageing global population, the demands on health services to deal with disabling outcomes, which increase with age, will require policy makers to anticipate these changes. The mix of universal and more geographically specific influences on health reinforces the need for regular reporting on population health in detail and by underlying cause to help decision makers to identify success stories of disease control to emulate, as well as opportunities to improve. Funding: Bill & Melinda Gates Foundation. © 2020 The Author(s). Published by Elsevier Ltd. This is an Open Access article under the CC BY 4.0 licens
Effects of pre-operative isolation on postoperative pulmonary complications after elective surgery: an international prospective cohort study
- Author
- Ababneh Hazim
- Abad Gurumeta Alfredo
- Abad-Motos Ane
- Abbo Olivier
- Abbott Tom
- Abd Elwahab Sami
- Abdelkabir Mohammed
- Abdelkhalek Mohamed
- Abdur-Rahman Lukman
- Abebe Metasebia
- Aboazamazem Hajir
- Abou Chaar Mohamad K.
- Abou Chaar Mohamad K.
- Abouelnagah Galal
- Abozied Hesham
- Abu Salhiyeh Ala'a
- Abu-Ismail Luai
- Abu-Mehsen Marah
- Abukhalaf Sadi A.
- Abuleil Amro
- Achalandabaso Boira Mar
- Ackermann Travis
- Acquah Daniel Kwesi
- Adam Mohammed Elmujtba Adam Essa
- Adamina Michel
- Ademuyiwa Adesoji
- Adesanya Opeoluwa
- Adisa Adewale
- Afolabi Akinwale
- Agarwal Arnav
- Agarwal Gaurav
- Agastra Ervis
- Agbadebo Mouhamed
- Agbonrofo Peter
- Aguiar Junior Samuel
- Aguilera-Arevalo Maria-Lorena
- Ahmad Amer
- Ahmad Siddique
- Ahmed Waheed-Ul-Rahman
- Aigner Felix
- Akhavizadegan Hamed
- Akhbari Melika
- Akililu Yemisirach Bizuneh
- Akinmade Akinola
- Al Ameer Ahmed
- Al Amri Abdulrahman
- Al Balushi Zainab
- Al Maadany Faraj
- Al-Manaseer Balqees Mahmoud
- Al-Naggar Hamza
- Aladawi Omar
- Alajalen Amer
- Alalawi Yousef
- Alameer Ehab
- Alansari Arowa Hassan Abdulrahman
- Alawami Mohammed
- Alawneh Yazan
- Alayan Mohammed
- Alberdi San Roman Igor
- Albertsmeier Markus
- Alcaraz Fuentes Marta
- Alderazi Amer
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- Moreno Suarez Marcelo
- Morsy Amr
- Moss Jana-Lee
- Mostafa Badr
- Motas Natalia
- Moug Susan
- Moya-Angeler Joaquin
- Mozafari Masoud
- Mozel Michelle
- Msherghi Ahmed
- Muheilan Muheilan
- Munoz Vives Josep Maria
- Munyaneza Emmanuel
- Munyika Akutu
- Muralidharan Vijayaragavan
- Muthu Sathish
- Nagar Manoj
- Nakagawa Suely
- Nappi Francesco
- Naseem Muhammad Yasir
- Nashidengo Pueya Rashid
- Nayen Alejandra
- Ncogoza Isaie
- Ndayishyigikiye Marcel Didier
- Ndong Abdourahmane
- Negoi Ionut
- Negoi Ionut
- Negussie Abraham
- Nepogodiev Dmitri
- Nepogodiev Dmitri
- Nessim Carolyn
- Ng-Kamstra Joshua
- Ngu James
- Niazi Sami Ullah
- Nidaw Melkamu
- Nieto Calvache Albaro Jose
- Nikolaieva Karine
- Niquen-Jimenez Milagros
- Nitschke Christine
- Nkembi Armande Subayi
- Nogueiro Jorge
- Noltes Milou
- Noltes Milou
- Norman Lisa
- Nouh Thamer
- Novysedlak Rene
- Nowak Kai
- Nunez Bernardo
- Nunez Jade
- Nunez Jorge
- Nurgozhin Talgat
- Nwegbu Chukwuemeka
- O'Brien Stephen
- Ofori Bernard
- Ojeda Thies Cristina
- Okereke Chukwuma
- Okunlola Abiodun
- Olaogun Julius
- Olaywah Noor
- Oliveira Joao
- Oliver Guillen Jose Ramon
- Olivos Maricarmen
- Olori Samson
- Omari Rand Y.
- Oosterlinck Wouter
- Ortega Vazquez Irene
- Ortiz Silva Camilo
- Osinaike Babatunde
- Otiniano Alvarado Carlos Eduardo
- Ots Riinu
- Outani Oumaima
- Outani Oumaima
- Pablo Alzate Juan
- Pacilli Maurizio
- Padmore Greg
- Palazon Bellver Pedro
- Pantoja Pachajoa Diana Alejandra
- Panyko Arpad
- Pata Francesco
- Pata Francesco
- Patel Akshay
- Paucar Urbina Arazzelly Del Pilar
- Pawar Pranay
- Pedraza Alonso Nestor Fabian
- Pedraza Salazar Ivana Ines
- Peiper Christian
- Pejkova Sofija
- Pellino Gianluca
- Pereira Rita Goncalves
- Perez Ferrer Antonio
- Perez-Bertolez Sonia
- Perez-Chrzanowska Hanna
- Perinotti Roberto
- Pfister Karin
- Phadnis Ashish
- Picciochi Maria
- Pigeolet Manon
- Plarre Philipp
- Pockney Peter
- Pockney Peter
- Police Andrea
- Porteiro Marino Lucia
- Porumb Vlad
- Prada Jorge
- Pramesh C. S.
- Prat-Ortells Jordi
- Prieto Mikel
- Putnis Soni
- Pykhteev Vadim
- Qasem Abdulrahman
- Qassem Faisal
- Qassem Mohamed
- Quante Markus
- Quintana-Villamandos Begona
- Qureshi Ahmad Uzair
- Ra'ed Hazim
- Radenkovic Dejan
- Raevskaya Marianna
- Rahbari Nuh
- Rai Lajpat
- Rajan Shiv
- Rajanbabu Anupama
- Ramallo-Solis Irene
- Rammohan Ashwin
- Ramos-De la Medina Antonio
- Ramos-Luengo Adolfo
- Ranganath N.
- Rasoaherinomenjanahary Fanjandrainy
- Rassweiler-Seyfried Marie-Claire
- Raut Monish
- Recinos Gustavo
- Regalo Guillermo
- Reim Daniel
- Reinhard Tobias
- Ren Dong-Lin
- Rennie Sarah
- Rennie Sarah
- Rey Valcarcel Cristina
- Riba Martinez Mireia
- Rice Henry E.
- Rida Ahmed Hossam Eldin Fouad
- Rio Javier
- Rios Chiuyari Jose
- Ripolles-Melchor Javier
- Rissmann Anke
- Rivera Lau Lorena Fuentes
- Rivera Carlos J-Perez
- Roberts Keith
- Rodas Alejandra
- Rodriguez Infante Antonio
- Rodriguez Juliana
- Rodriguez-Abreu Julia
- Rodriguez-Tesouro Ana
- Rojas Portilla Fabian
- Rokohl Alexander Christopher
- Roldon Golet Marta
- Roman Garcia de Leon Laura
- Ronellenfitsch Ulrich
- Rosa Ortiz Maria
- Roslani April Camilla
- Roth Andreas
- Rubio-Palau Josep
- Ruiz Velasquez Enrique Jose
- Ruiz-Marin Miguel
- Russell Crispin
- Rutegard Martin
- Ryan Eanna
- Saad Mahmoud M.
- Sacras Maria Luis
- Safieddine Najib
- Saier Tim
- Sale Danjuma
- Saleh Ismail Ali
- Salem Marwa
- Saliev Timur
- Sallam Asser
- Samadov Elgun
- Samaka Rehab
- Samantha Gonzalez Diana
- Samison Luc Herve
- Sampaio-Alves Mafalda
- Sanchez Fernandez Fatima
- Sanchez Lopez Anna
- Sanchez Mozo Ana
- Sanchez-Cabus Santiago
- Sancho-Muriel Jorge
- Santos Irene
- Santos-Costa Paulo
- Sanz-Gonzalez Rosa
- Sarjanoja Elise
- Sarwar Muhammad Zeeshan
- Satoi Sohei
- Sayyed Raza
- Scalabre Aurelien
- Schache Andrew
- Schlager Daniel
- Schmedding Andrea
- Schnitzbauer Andreas
- Schoneveld Martijn
- Seeliger Barbara
- Seguin-Givelet Agathe
- Sekar Arunkumar
- Serralheiro Pedro
- Serrano Gonzalez Javier
- Seyi-Olajide Justina
- Shah Rakesh
- Shanthanna Harsha
- Sharma Abhishek
- Sharma Rahul Deo
- Sharma Shilpa
- Shaw Catherine
- Shaw Richard
- Shehata Sameh
- Shehta Ahmed
- Sherif Ahmed Elshawadfy
- Shrestha Ashish Lal
- Shu Yip Sebastian
- Shu Sebastian
- Shumbash Kibruyisfaw
- Sieira-Gil Ramon
- Silva Nelson
- Silva-Igua Liliana
- Simoes Joana
- Simoes Joana F. F.
- Simoes Joana F. F.
- Singh Harvinder
- Sisay Silamlak
- Slavchev Mihail
- Slim Karem
- Smart Neil
- Smart Neil
- Soares Ana
- Sodhai Vivek
- Soni Rajesh
- Soto-Darias Ivan
- Spelsberg Fritz
- St-germain Pascal
- Stadler Josef
- Stavridis Sotir
- Stavrou Gregor A.
- Steinkamp Pieter
- Stephens Matthew
- Stevens Sean
- Stewart Grant D.
- Stijns Jasper
- Stoleriu Mircea Gabriel
- Subbian Anbukkani
- Suliaman Taha
- Sultan Rizwan
- Sumadi Adnan
- Sund Malin
- Suroy Atul
- Tabiri Stephen
- Tadesse Anteneh
- Talat Nabila
- Tamoos Khalil
- Tampaki Ekaterini Christina
- Tan Lorwai
- Tariq Aiman
- Tariq Muhammad
- Tarrado Xavier
- Taylor Elliott H.
- Teague Rebecca
- Teasdale Ella
- Tefera Teshome
- Tejero-Pintor Francisco J.
- Tendeng Jacques
- Teo Nan Zun
- Testelin Sylvie
- Thakar Sumit
- Thereska Dariel
- Thyavihally Yuvaraja
- Tobome Semevo Romaric
- Todorovic Lazar
- Tojal Andre
- Tolani Musliu Adetola
- Toma Elena Adelina
- Tormos Perez M. Pilar
- Torres Martha Luz
- Townend Philip
- Traeger Luke
- Tripathi Manjul
- Trout Isobel M.
- Tsegaye Bereket
- Tsoulfas Georgios
- Tudela Kiara
- Turrado-Rodriguez Victor
- Ugarte Oscco Regina Amparo
- Ugarte-Sierra Bakarne
- Usang Usang
- Vaishnav Dhaivat
- Valderrabano Gonzalez Santiago
- Vallam Karthik Chandra
- Vallve-Bernal Marc
- van Ramshorst Gabrielle
- Varghese Chris
- Varghese Chris
- Varghese Christopher
- Vartanian Jose Guilherme
- Vasquez Ojeda Ximena Paola
- Vaughan-Shaw Peter
- Vayoth Sudheer Othiyil
- Vaysse Charlotte
- Vazquez Melero Alba
- Velez Botero Marcela
- Venkatappa Sunil Kumar
- Venn Mary L.
- Verhaeghe Romain
- Vidya Raghavan
- Vijayakumar M. Vijayakumar
- Villanueva Julio
- Viveiros Octavio
- Vives Inmaculada
- Vo Uyen Giao
- von Pusch Silke
- Wafi Omar
- Wagner Arthur
- Waissbluth Sofia
- Waqar Shahzad Hussain
- Watson David
- Watson Eleanor
- Watters David
- Wells Cameron
- Welter Stefan
- Wettstein Daniel
- Wickramasinghe Dakshitha
- Wiegering Armin
- Wijeysundera Duminda
- Williams Emmanuel
- Williams Omolara
- Wolf Sebastian
- Wolfer Susanne
- Wong Enoch
- Wright Deborah
- Wright Naomi
- Wuraola Funmilola
- Xu William
- Yadev I.
- Yagoub Ghozlan
- Yaqoob Eesha
- Yaqoob Hassan Nawaz
- Yasin Seid Mohammed
- Yazbek Guilherme
- Yebes Alvaro
- Yeung Justin
- Zabaleta Jon
- Zahid Imdad Ahmad
- Zapardiel Ignacio
- Zapata Carlos Shiraishi
- Zarnescu Narcis Octavian
- Zarour Ahmad
- Zarour Ahmad
- Zegarra Sergio
- Zequi Stenio C.
- Zhou Xuanyu
- Zhussupov Baurzhan
- Zimmelman Natalie
- Zmora Oded
- Zmora Oded
- Publication venue
- Publication date
- 01/01/2021
- Field of study
Timing of surgery following SARS-CoV-2 infection: an international prospective cohort study
- Author
- Abbott Tom
- Abdur‐Rahman Lukman
- Abou Chaar Mohamad K.
- Abukhalaf Sadi A.
- Acquah Daniel Kwesi
- Adam Mohammed Elmujtba Adam Essa
- Adamina Michel
- Adamina Michel
- Ademuyiwa Adesoji
- Adisa Adewale
- Agarwal Arnav
- Agastra Ervis
- Aguilera‐Arevalo Maria‐Lorena
- Ahmed Waheed‐Ul‐Rahman
- Aigner Felix
- Akhbari Melika
- Al Balushi Zainab
- AlAmeer Ehab
- Alameer Ehab
- Albertsmeier Markus
- Alderazi Amer
- Alsaadi Hayder
- Alser Osaid
- Alshaar Muhammad
- Alshryda Sattar
- Al‐Naggar Hamza
- Amisi Nicolas
- Argus Leah
- Arnaud Alexis P
- Ayasra Faris
- Azevedo José
- Baiocchi Glauco
- Baiocchi Glauco
- Ball Alasdair
- Bankhead‐Kendall Brittany
- Batista Sylvia
- Bele Uros
- Benson Ruth
- Bhanderi Shivam
- Bhangu Aneel
- Bhangu Aneel
- Biccard Bruce
- Blanco‐Colino Ruth
- Blanco‐Colino Ruth
- Blanco‐Colino Ruth
- Boccalatte Luis
- Bonci Eduard‐Alexandru
- Brar Amanpreet
- Brar Amanpreet
- Bravo Ana Maria Minaya
- Breen Kerry
- Buarque Igor Lima
- Bucyibaruta Georges
- Bywater Edward P
- Cal Fernando Bonilla
- Calvache Jose Andres
- Carlo V. Feo
- Carnevali Adriano
- Carpino Antonio
- Caruana Edward
- Cerovac Anis
- Chakrabortee Sohini
- Chapatwala Reema
- Charles Shane
- Chaudhry Daoud
- Chaudhry Daoud
- Chew Min Hoe
- Christensen Peter
- Costas‐Chavarri Ainhoa
- Cox Daniel
- Cristofaro Maria Giulia
- Cukier Moises
- Cunha Miguel F.
- Dajti Irida
- Daoud Hassan
- Dawson Brett E
- De Paola Gilda
- Delibegovic Samir
- Demetrashvili Zaza
- Demetriades Andreas K
- Desai Anant
- Dhufera Hailu
- Di Saverio Salomone
- Dieu Haragirimana Jean
- Domenico Lacavalla
- Drake Thomas
- Duran Irani
- Edwards John
- Efetov Sergey
- Elhadi Muhammed
- Elhadi Muhammed
- El‐Boghdadly Kariem
- El‐Hussuna Alaa
- Emile Sameh
- Evans Jonathan
- Fakhradiyev Ildar
- Faustin Ntirenganya
- Fiore Marco
- Ford Samuel
- Fotopoulou Christina
- Fowler Alexander
- Fujimoto Yuki
- Futaba Kaori
- Gallo Gaetano
- Ganly Ian
- Ghosh Dhruva
- Ghosh Dhruva
- Gialamas Eleftherios
- Giannaccare Giuseppe
- Gjata Arben
- Glasbey James C
- Glasbey James C
- Gohar Muhammad
- Gomes Gustavo Mendonça Ataíde
- Gomez‐Fernandez Hugo
- Gonzalez Diana Samantha
- Gouvas Nikolaos
- Griffiths Ewen
- Gronchi Alessandro
- Gujjuri Rohan R
- Gujjuri Rohan R
- Gulla Aiste
- Habumuremyi Sosthene
- Hadzibegovic Ana Danic
- Hailu Samuel
- Hamdun Intisar Hisham Said
- Harrison Ewen M
- Harrison Ewen M
- Hilmi Ahmed
- Horisberger Karoline
- Hossain Kamral
- Huang Abel
- Hutchinson Peter
- Hyman Gabriella Yael
- Imanishimwe Alphonsine
- Incorvia Joseph
- Ingabire Jc Allen
- Isik Arda
- Jain Ritu
- Jamal Mohammad
- James Harelimana Grace
- Jayarajah Umesh
- Jenkinson Michael
- Jiménez Pablo Mijahil Avilés
- Jin‐Young Jang
- Jlassi Haithem
- Jones Conor S
- Jonker Pascal
- Kaafarani Haytham
- Kaafarani Haytham
- Kacimi Salah Eddine Oussama
- Kamarajah Sivesh K
- Karout Lina
- Kauppila Joonas H
- Keatley James M
- Kembuan Gabriele
- Khan Tabassum
- Khosravi Mohammad
- Khosravi Mohammad Hossein
- Klat Jaroslav
- Knight Stephen Richard
- Kochetkov Viktor
- Koh Frederick
- Kolias Angelos
- Kopetskyi Slava
- Kopjar Tomislav
- Košir Jurij Aleš
- Kronberger Irmgard
- Kronberger Irmgard Elisabeth
- Kruijff Schelto
- Kudsk‐Iversen Søren
- Kuroda Naoto
- Kwan Tsun Yu
- Lawani Ismaïl
- Lawday Samuel
- Lederhuber Hans
- Lekuya Hervé Monka
- Lekuya Hervé Monka
- Leung Elaine
- Leventoğlu Sezai
- Leventoğlu Sezai
- Li Elizabeth
- Li Elizabeth
- Lincango‐Naranjo Eddy
- Litvin Andrey
- Lohsiriwat Varut
- Lou Wenhui
- Lule Herman
- Lule Herman
- Löffler Markus W.
- Maimbo Mayaba
- Major Piotr
- Mann Harvinder
- Mann Harvinder
- Marco Torchiaro
- Marson Ella J
- Marta Fazzin
- Martin Janet
- Martinez Laura
- Martínez María José
- Mashbari Hassan
- Massimiliano Bernabei
- Mayol Julio
- Mazingi Dennis
- McKay Siobhan
- Mclean Kenneth A
- Mclean Kenneth A
- Meara John G.
- Medina Antonio Ramos‐De
- Mengesha Mengistu G
- Mengesha Mengistu Gebreyohanes
- Mersich Tamás
- Metallidis Symeon
- Michele Rubbini
- Mihanovic Jakov
- Milan Peiman Brouki
- Mills Emily
- Modolo Maria Marta
- Modolo Maria Marta
- Modolo Maria Marta
- Mohan Helen
- Mohsen Mustafa Abo
- Moug Susan
- Mozafari Masoud
- Munyaneza Emmanuel
- Nashidengo Pueya Rashid
- Nayen Alejandra
- Ncogoza Isaie
- Ndong Abdourahmane
- Negoi Ionut
- Nepogodiev Dmitri
- Nepogodiev Dmitri
- Nepogodiev Dmitri
- Ngu James
- Ng‐Kamstra Joshua
- Nicolò Fabbri
- Noltes Milou
- Norman Lisa
- Norman Lisa
- Novembre Daniela
- Novysedlák René
- Ntirenganya Faustin
- Nunez Jade
- Nwegbu Chukwuemeka
- Ofori Bernard
- Ojeda Ximena Paola Vasquez
- Olivos Maricarmen
- Omar Omar M
- Osinaike Babatunde
- Ots Riinu
- Outani Oumaima
- Outani Oumaima
- Outani Oumaima
- Padmore Greg
- Panyko Arpád
- Pata Francesco
- Patel Akshay
- Pejkova Sofija
- Pellino Gianluca
- Perez Rivera Carlos J
- Perinotti Roberto
- Picciochi Maria
- Picciochi Maria
- Pius Riinu
- Pockney Peter
- Pockney Peter
- Qureshi Ahmad Uzair
- Qureshi Ahmad Uzair
- Radenkovic Dejan
- Ramshorst Gabrielle
- Rasoaherinomenjanahary Fanjandrainy
- Recinos Gustavo
- Ren Dong‐Lin
- Rice Henry E.
- Roberts Keith
- Roslani April Camilla
- Roslani April Camilla
- Rutegård Martin
- Sacdalan Marie Dione
- Samadov Elgun
- Samison Luc Hervé
- Sammarco Giuseppe
- Sandoval Danilo Alfonso Arévalo
- Santos Irène
- Santos Irène
- Satoi Sohei
- Satoi Sohei
- Savino Occhionorelli
- Sayyed Raza
- Schache Andrew
- Scorcia Vincenzo
- Seyi‐Olajide Justina
- Shah Rakesh
- Shaw Catherine
- Shaw Catherine
- Shaw Richard
- Shrestha Ashish Lal
- Simoes Joana FF
- Simoes Joana FF
- Simoes Joana FF
- Slavchev Mihail
- Smart Neil
- Steinkamp Pieter
- Stephens Matthew
- Stewart Grant D.
- Sund Malin
- Sánchez Iran Irani Durán
- Tabiri Stephen
- Taylor Elliott H
- Teasdale Ella
- Thereska Dariel
- Townend Philip
- Trout Isobel M
- Tsoulfas Georgios
- Varghese Chris
- Varghese Chris
- Vaughan‐Shaw Peter
- Venn Mary L
- Vidya Raghavan
- Wettstein Dániel
- Wickramasinghe Dakshitha
- Williams Emmanuel
- Williams Omolara
- Wright Deborah
- Wright Naomi
- Wuraola Funmilola
- Wuraola Funmilola
- Xu William
- Yip Sebastian Shu
- Yu Angeli Christy
- Zarour Ahmad
- Zimmelman Natalie
- Zmora Oded
- Publication venue
- 'Wiley'
- Publication date
- 01/01/2021
- Field of study
Peri-operative SARS-CoV-2 infection increases postoperative mortality. The aim of this study was to determine the optimal duration of planned delay before surgery in patients who have had SARS-CoV-2 infection. This international, multicentre, prospective cohort study included patients undergoing elective or emergency surgery during October 2020. Surgical patients with pre-operative SARS-CoV-2 infection were compared with those without previous SARS-CoV-2 infection. The primary outcome measure was 30-day postoperative mortality. Logistic regression models were used to calculate adjusted 30-day mortality rates stratified by time from diagnosis of SARS-CoV-2 infection to surgery. Among 140,231 patients (116 countries), 3127 patients (2.2%) had a pre-operative SARS-CoV-2 diagnosis. Adjusted 30-day mortality in patients without SARS-CoV-2 infection was 1.5% (95%CI 1.4-1.5). In patients with a pre-operative SARS-CoV-2 diagnosis, mortality was increased in patients having surgery within 0-2 weeks, 3-4 weeks and 5-6 weeks of the diagnosis (odds ratio (95%CI) 4.1% (3.3-4.8), 3.9% (2.6-5.1) and 3.6% (2.0-5.2), respectively). Surgery performed >= 7 weeks after SARS-CoV-2 diagnosis was associated with a similar mortality risk to baseline (odds ratio (95%CI) 1.5% (0.9-2.1%)). After a >= 7 week delay in undertaking surgery following SARS-CoV-2 infection, patients with ongoing symptoms had a higher mortality than patients whose symptoms had resolved or who had been asymptomatic (6.0% (95%CI 3.2-8.7) vs. 2.4% (95%CI 1.4-3.4) vs. 1.3% (95%CI 0.6-2.0%), respectively). Where possible, surgery should be delayed for at least 7 weeks following SARS-CoV-2 infection. Patients with ongoing symptoms >= 7 weeks from diagnosis may benefit from further delay
The PLATO Mission
- Author
- Aboudan Alessio
- Abreu Manuel
- Acuña Lorena
- Adams Moritz
- Adibekyan Vardan
- Aerts Conny
- Affer Laura
- Agneray François
- Agnor Craig
- Ahmed Saad
- Aigrain Suzanne
- Al-Bahlawan Ashraf
- Alei Eleonora
- Alencar Silvia
- Alexander Richard
- Alfonso-Garzón Julia
- Aliaga Jose Aroca
- Alibert Yann
- Almeida Leonardo
- Altavilla Giuseppe
- Althaus Christian
- Amarsi Anish
- Amôres Eduardo
- Andrade Laerte
- Antoniadis-Karnavas Alexandros
- António Carlos
- Aparicio Marcos Villaverde
- Appolloni Matteo
- Appourchaux Thierry
- Arena Claudio
- Armstrong David
- Asplund Martin
- Audenaert Jeroen
- Auricchio Natalia
- Avelino Pedro
- Baeke Ann
- Baillié Kevin
- Balado Ana
- Balestra Andrea
- Ball Warrick
- Ballans Herve
- Ballot Jerome
- Barban Caroline
- Barbary Gaële
- Barbieri Mauro
- Barker Adrian
- Barklem Paul
- Barnes Sydney
- Barragan Oscar
- Baruteau Clément
- Basu Sarbani
- Baudin Frederic
- Baumeister Philipp
- Bayliss Daniel
- Bazot Michael
- Beck Paul
- Bedding Tim
- Belkacem Kevin
- Bellinger Earl
- Benatti Serena
- Benomar Othman
- Benz Willy
- Bergemann Maria
- Bergomi Maria
- Bernardo Pierre
- Biazzo Katia
- Bignamini Andrea
- Bigot Lionel
- Billot Nicolas
- Binet Martin
- Biondi David
- Biondi Federico
- Birch Aaron
- Bitsch Bertram
- Bognár Zsófia
- Boisse Isabelle
- Bolmont Emeline
- Bonanno Alfio
- Bonavita Mariangela
- Bonfanti Andrea
- Bonfils Xavier
- Bonito Rosaria
- Bonomo Aldo Stefano
- Borsa Francesco
- Borsato Luca
- Bossini Diego
- Bouchy Francois
- Boufleur Rodrigo
- Boumier Patrick
- Bourrier Vincent
- Boué Gwenaël
- Bowman Dominic
- Bozzo Enrico
- Bradley Louisa
- Brandeker Alexis
- Bray John
- Bressan Alessandro
- Breton Sylvain
- Brienza Daniele
- Brito Ana
- Brogi Matteo
- Brown Beverly
- Brown David
- Brun Allan Sacha
- Bruno Giovanni
- Bruns Michael
- Buchhave Lars
- Bugnet Lisa
- Buldgen Gaël
- Burgess Patrick
- Busatta Andrea
- Busso Giorgia
- Buzasi Derek
- Bérard Diane
- Bódi Attila
- Börner Anko
- Børsen-Koch Victor Aguirre
- Caballero José
- Cabral Alexandre
- Cabrera Juan
- Calderone Flavia
- Cameron Andrew
- Cameron Robert
- Campante Tiago
- Cara Christophe
- Carone Ludmila
- Carrasco Josep Manel
- Carrasco Miguel Andrés Sánchez
- Casagrande Luca
- Casewell Sarah
- Cassisi Santi
- Castellani Marco
- Castro Matthieu
- Catala Claude
- Catelan Márcio
- Ceballos Paz Victoria Bluhm
- Cegla Heather
- Cerruti Chiara
- Cessa Virginie
- Chadid Merieme
- Chagas Maria Liduina Das
- Chaplin William
- Charpinet Stephane
- Chiappini Cristina
- Chiarucci Simone
- Chiavassa Andrea
- Chinellato Simonetta
- Chirulli Giovanni
- Christensen-Dalsgaard Jorgen
- Church Ross
- Claret Antonio
- Clarke Cathie
- Claudi Riccardo
- Clermont Lionel
- Coelho Hugo
- Coelho Joao
- Cogato Fabrizio
- Colomé Josep
- Condamin Mathieu
- Conseil Simon
- Corbard Thierry
- Correia Alexandre
- Corsaro Enrico
- Cosentino Rosario
- Costes Jean
- Cottinelli Andrea
- Covone Giovanni
- Creevey Orlagh
- Crida Aurelien
- Csizmadia Szilard
- Cunha Margarida
- Curry Patrick
- d'Orazi Valentina
- da Costa Jefferson
- da Silva Francys
- da Silva João Gomes
- da Silva Lucas Franco
- da Silva Tiago Sanches
- Dalal Shweta
- Damasso Mario
- Damiani Cilia
- Damiani Francesco
- Davies Ben
- Davies Guy
- Davies Melvyn
- Davison Gary
- de Almeida Leandro
- de Angeli Francesca
- de Barros Susana Cristina Cabral
- de Freitas Daniel Brito
- de Freitas Marcia Cristina
- de Galarreta Claudia Ruiz
- de Martino Domitilla
- de Mascarenhas David Vaz
- de Medeiros José Renan
- de Mello Gustavo Frederico Porto
- de Paula Luiz Alberto
- de Plaa Jelle
- de Ridder Joris
- Deal Morgan
- Decin Leen
- Deeg Hans
- Degl'Innocenti Scilla
- Deheuvels Sebastien
- del Burgo Carlos
- del Moral Beatriz Aparicio
- del Sordo Fabio
- Deleuil Magali
- Delgado-Mena Elisa
- Demangeon Olivier
- Denk Tilmann
- Derekas Aliz
- Desidera Silvano
- Dexet Marc
- Di Criscienzo Marcella
- Di Giorgio Anna Maria
- Di Mauro Maria Pia
- Dima Marco
- Dinuzzi Giacomo
- Dionatos Odysseas
- Distefano Elisa
- Domingo Albert
- Dorn Caroline
- Doyle Lauren
- Duarte Elena
- Ducellier Florent
- Dumaye Luc
- Dumusque Xavier
- Dupret Marc-Antoine
- Díaz Luisa Fernanda Rodríguez
- Díaz-García José-Javier
- Eggenberger Patrick
- Ehrenreich David
- Eiff Matthias Ammler-Von
- Eigmüller Philipp
- Eising Johannes
- Emilio Marcelo
- Erikson Anders
- Eriksson Kjell
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- Vazan Allona
- Velloso Eduardo Nunes
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- Weeks Angharad
- Weingril Jörg
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- Wendler Belinda
- Werner Stephanie
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- Westerdorff Karsten
- Westphal Pierre-Amaury
- Wheatley Peter
- White Tim
- Whittaker Amadou
- Wickhusen Kai
- Wilson Thomas
- Windsor James
- Winter Othon
- Winter Silvia Giuliatti
- Winther Mark Lykke
- Winton Alistair
- Witteck Ulrike
- Witzke Veronika
- Woitke Peter
- Wolter David
- Wuchterl Günther
- Wyatt Mark
- Yang Dan
- Yu Jie
- Zapata Gonzalo Ramos
- Zazo Luis Jorge Gómez
- Zechmeister Mathias
- Zhou Yixiao
- Ziemke Claas
- Zwintz Konstanze
- Švanda Michal
- Publication venue
- HAL CCSD
- Publication date
- 01/01/2024
- Field of study
International audiencePLATO (PLAnetary Transits and Oscillations of stars) is ESA's M3 mission designed to detect and characterise extrasolar planets and perform asteroseismic monitoring of a large number of stars. PLATO will detect small planets (down to <2 R_(Earth)) around bright stars (<11 mag), including terrestrial planets in the habitable zone of solar-like stars. With the complement of radial velocity observations from the ground, planets will be characterised for their radius, mass, and age with high accuracy (5 %, 10 %, 10 % for an Earth-Sun combination respectively). PLATO will provide us with a large-scale catalogue of well-characterised small planets up to intermediate orbital periods, relevant for a meaningful comparison to planet formation theories and to better understand planet evolution. It will make possible comparative exoplanetology to place our Solar System planets in a broader context. In parallel, PLATO will study (host) stars using asteroseismology, allowing us to determine the stellar properties with high accuracy, substantially enhancing our knowledge of stellar structure and evolution. The payload instrument consists of 26 cameras with 12cm aperture each. For at least four years, the mission will perform high-precision photometric measurements. Here we review the science objectives, present PLATO's target samples and fields, provide an overview of expected core science performance as well as a description of the instrument and the mission profile at the beginning of the serial production of the flight cameras. PLATO is scheduled for a launch date end 2026. This overview therefore provides a summary of the mission to the community in preparation of the upcoming operational phases
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- Author
- Ababneh Hazim
- Abad-Motos Ane
- Abbas Ferial Mohamed Ali
- Abbo Olivier
- Abbott Tom
- Abbott Tom
- Abdelkabir Mohammed
- Abdelkhalek Mohamed
- Abdoun Meriem
- Abdur-Rahman Lukman
- Abdur-Rahman Lukman
- Abebe Metasebia
- Aboazamazem Hajir
- Abou Chaar Mohamad K.
- Abou Chaar Mohamad K.
- Abouelnagah Galal
- Abozied Hesham
- Abu Salhiyeh Ala A.
- Abu-Ismail Luai
- Abu-Mehsen Marah
- Abuawad Carla
- Abukhalaf Sadi A.
- Abuleil Amro
- Ackermann Travis
- Acquah Daniel Kwesi
- Adam Mohammed Elmujtba Adam Essa
- Adamina Michel
- Adamina Michel
- Ademuyiwa Adesoji
- Adesanya Opeoluwa
- Adisa Adewale
- Adisa Adewale
- Afolabi Akinwale
- Agarwal Arnav
- Agarwal Gaurav
- Agarwal Ketan
- Agastra Ervis
- Agastra Ervis
- Agbadebo Mouhamed
- Agbonrofo Peter
- Aguilera-Arevalo Maria-Lorena
- Aguilera-Arevalo Maria-Lorena
- Ahmad Amer
- Ahmad Siddique
- Ahmadi Navid
- Ahmed Waheed-Ul-Rahman
- Aigner Felix
- Aiken Taylor
- Akhavizadegan Hamed
- Akhbari Melika
- Akililu Yemisirach Bizuneh
- Akinmade Akinola
- Al Ameer Ahmed
- Al Ameer Ahmed
- Al Amri Abdulrahman
- Al Balushi Zainab
- Al Islam Ben Jouira Rayet
- Al Maadany Faraj
- Al-Manaseer Balqees Mahmoud
- Al-Naggar Hamza
- Al-Naggar Hamza
- Al-Raimi Ibrahim
- Al-Sabbagh Yusra
- Al-Shehari Mohammed
- Aladawi Omar
- Alajalen Amer
- Alalawi Yousef
- AlAmeer Ehab
- Alameer Ehab
- Alansari Arowa Hassan Abdulrahman
- Alawami Mohammed
- Alawneh Yazan
- Alayan Mohammed
- Albared Sara Maa
- Albertsmeier Markus
- Albertsmeier Markus
- Alderazi Amer
- Aldlyami Ehab
- Aldressi Wafa
- Alecci Anna
- Alexander Philip
- AlFakhri Abdullah
- Alharthi Mohammed
- Alhassoun Turki
- Alhefdhi Amal
- Alkadeeki Ghadah
- Alkaseek Akram
- Alkhatib Ahmad
- Allemand Carola
- Almabayev Ydyrys
- Almeida-Reis Rui
- Almiqlash Bushray
- Almoguera Jorge
- Almugaddami Ayman
- Almulhim Abddulrahman Saleh
- Alnachoukati Omar
- Alnahr Hareth
- Alonso Jesús Aarón Martínez
- Alonso Manuel Diez
- Alonso Nestor Fabian Pedraza
- Alqudah Majdi Ali
- Alrayes Bourhan
- Alsaadi Hayder
- Alsaadi Hayder
- Alser Osaid
- Alshaar Muhammad
- Alshahrani Mushabab
- Alshareef Khayriyah
- Alshehri Ameen
- Alshryda Sattar
- Alshryda Sattar
- Alsibai Sareyah
- Alsunna Zaid
- Altaf Humera Naz
- Althumairi Azah
- Althumairi Azah
- Althumairi Azah
- Alvarado Carlos Eduardo Otiniano
- Alyami Mohammad
- Alzahrani Abdulrahman
- Alzaidi Turki M.
- Alzate Juan Pablo
- Alzerwi Nasser
- Amisi Nicolas
- Amnaina Mohamed
- Amor María Sol Crespi
- André Benoît
- Angeles Martina Aida
- Anwer Mariyah
- Anyanwu Lofty-John
- Aouabed Nesrine
- Aqeelah Ahmed
- Aqil Sabra
- Arancibia José Alfredo Calderón
- Arango Maria Clara Mendoza
- Arbane Gill
- Argus Leah
- Arias Claudia
- Arnalsteen Laurent
- Arnaud Alexis P.
- Arnaud Alexis P.
- Asif Muhammad
- Assefa Melatework
- Atnafu Bahru
- Aulerio Giuliana D.
- Aurora
- Awad Selmy
- Ayasra Faris
- Ayasra Faris
- Ayoub Abdu
- Ayub Bushra
- Ayub Khurram
- Azevedo José
- Azevedo José
- Azevedo Pedro
- Aziz Aliya
- Azzam Ahmed Y.
- Bacalbasa Nicolae
- Badareesh L.
- Badenes Rafael
- Badiani Sarit
- Baig Mariam
- Bains Lovenish
- Baiocchi Glauco
- Baiocchi Glauco
- Baiocchi Glauco
- Bajaj Ankur
- Balanta-Melo Julián
- Balasubramanya Supriya
- Bali Oussama
- Baliarsing Lipika
- Ball Alasdair
- Ballouhey Quentin
- Ban Vin Shen
- Bankhead-Kendall Brittany
- Bankhead-Kendall Brittany
- Barillas Sabrina
- Barker John
- Barros Aldo Vieira
- Basnayake Oshan
- Bastet Joaquin
- Basu Somprakas
- Bateman Antony
- Bath Michael
- Batista Sylvia
- Bauset Juan Carlos Catalá
- Bayo Heura Llaquet
- Baía Catarina
- Behzadi Abdollah
- Bekele Kebebe
- Bele Uros
- Bele Uros
- Bellver Pedro Palazon
- Ben Amer Anass
- Benallel Nassim
- Benson Ruth
- Berber Norberto
- Bergeat Damien
- Bergkvist David Julià
- Bernal-Sprekelsen Juan Carlos
- Berndtson Allison
- Bertrand Marta
- Bescós Coro
- Bezabih Yoseph Solomon
- Bhanderi Shivam
- Bhangu Aneel
- Bhangu Aneel
- Bhat Dhananjaya
- Bhatti Abu Bakar Hafeez
- Bhende Vishal
- Bhutiani Neal
- Bianco Agustín
- Biccard Bruce
- Blanco-Colino Ruth
- Blanco-Colino Ruth
- Blanco-Colino Ruth
- Blasco Laura Sánchez
- Boccalatte Luis
- Boccalatte Luis
- Boccalatte Luis
- Boira Mar Achalandabaso
- Boisson Matthieu
- Bolatbekova Raikhan
- Bolger Jarlath
- Bollano Enton
- Bonci Eduard-Alexandru
- Bonci Eduard-Alexandru
- Borda-Luque Giuliano
- Boretto Jorge G.
- Borges Filipe Castro
- Bork Ulrich
- Borowski David W.
- Botero Marcela Velez
- Bouaoud Souad
- Bouche Pierre-Alban
- Bouchenak Kamel
- Boucher Sophie
- Boudou Rocio
- Bouhuwaish Ahmad
- Brandariz Rodrigo
- Branquinho Rita
- Brar Amanpreet
- Brar Amanpreet
- Bravo Ana Maria Minaya
- Bravo Ana Maria Minaya
- Breen Kerry
- Brennan Caitlin
- Brien Stephen O.
- Bright Tim
- Brown Wendy
- Brunaud Laurent
- Brunner Stefan M.
- Buarque Igor Lima
- Bucyibaruta Georges
- Bukhari Syed Imran
- Buljubasich Martin
- Burchakchi Arturo
- Burgan Dania
- Busnelli Virginia Cano
- Buttaro Martin
- Butyrskii Aleksandr
- Bwala Kefas
- Bywater Edward P.
- C Ricci
- Caiado André
- Caicedo Lina
- Cal Fernando Bonilla
- Callcut Rachael
- Calvache Albaro José Nieto
- Calvache Jose Andres
- Calvache Jose Andres
- Calvache Jose Andres
- Calzaretta Laura Gisela Alvarez
- Campana Juan Pablo
- Campos Heloisa Galvão do Amaral
- Capitaine Daniel
- Cappeliez Serge
- Cardoso Paulo
- Carmichael Heather
- Carminatti Tomas
- Carrera Jacqueline
- Carreras-Castañer Anna
- Caruana Edward
- Cereghini Julian
- Cerovac Anis
- Cerovac Anis
- Chadi Sami
- Chakrabortee Sohini
- Chan Matthew
- Chandrasinghe Pramodh
- Chapatwala Reema
- Charbonneau Helene
- Charles Shane
- Chaudhary Muhammad Hamid
- Chaudhry Daoud
- Chaudhry Daoud
- Chaudhry Navneet Kumar
- Chauhan Govind Singh
- Chebaro Alexandre
- Chew Min Hoe
- Chin Theresa
- Chinyowa Simbarashe
- Chiuyari Jose Rios
- Choong Peter
- Chowdappa Raghunandan Gorantlu
- Chowdhury Sharfuddin
- Christensen Peter
- Chuan Alwin
- Chwat Carina
- Chwat Carina
- Clancy Cillian
- Coimbra Felipe José Fernandez
- Coleman Julia
- Colmenares Yahaira Tatiana Carpio
- Colás-Ruiz Enrique
- Connelly Tara
- Connor Clare O.
- Coonar Aman
- Corbett Harriet
- Corella Fernando
- Corripio-Sanchez Ramon
- Costa Luciana Cidade
- Costas-Chavarri Ainhoa
- Costea Radu
- Cotta Estefanía
- Cox Daniel
- Cox Daniel
- Creavin Ben
- Croattini Roberto Sebastián
- Croghan Stefanie M.
- Crétolle Célia
- Cukier Moises
- Cukier Moises
- Cullinane Carolyn
- Cunha Miguel F.
- Cunha Miguel F.
- Dajti Irida
- Dajti Irida
- Dajti Irida
- Daoud Hassan
- Das Rishi
- Davies-Jones Gareth
- Davis Niall
- Dawson Amanda Caroline
- Dawson Amanda Caroline
- Dawson Brett E.
- Dbeis Rachel
- De Andrés-Asenjo Beatriz
- De Cortazar Unai Garcia
- de Dieu Haragirimana Jean
- de León Laura Román García
- De Simone Belinda
- Dean Benjamin
- Degefa Eyueal
- Del Pilar Paucar Urbina Arazzelly
- Delibegovic Samir
- Delisau-Puig Olga
- Dell Angela
- Demetrashvili Zaza
- Demetrashvili Zaza
- Demetriades Andreas K.
- Derilo Habtamu
- Desai Anant
- Deus Ana Cláudia
- Dharap Satish
- Dhondt Bert
- Dhufera Hailu
- Di Martino Marcello
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- Wong Enoch
- Wright Deborah
- Wright Deborah
- Wright Naomi
- Wuraola Funmilola
- Wuraola Funmilola
- Xaviour Okedi Francis
- Xu William
- Yadev I.
- Yagoub Ghozlan
- Yaqoob Eesha
- Yaqoob Hassan Nawaz
- Yasin Seid Mohammed
- Yazbek Guilherme
- Yebes Alvaro
- Yeung Justin
- Yip Sebastian Shu
- Youssef Mina
- Zabaleta Jon
- Zahid Imdad Ahmad
- Zanoni Gerardo
- Zapardiel Ignacio
- Zapata Carlos Shiraishi
- Zarnescu Narcis Octavian
- Zarour Ahmad
- Zarour Ahmad
- Zarour Ahmad
- Zarratea Celeste Soledad
- Zegarra Sergio
- Zequi Stenio C.
- Zezular Damaris Idara Anabel
- Zhou Xuanyu
- Zhussupov Baurzhan
- Zijaj Lorena
- Zimmelman Natalie
- Zmora Oded
- Zmora Oded
- Zohra Belabbes Fatima
- Publication venue
- HAL CCSD
- Publication date
- 01/11/2021
- Field of study
We aimed to determine the impact of pre-operative isolation on postoperative pulmonary complications after elective surgery during the global SARS-CoV-2 pandemic. We performed an international prospective cohort study including patients undergoing elective surgery in October 2020. Isolation was defined as the period before surgery during which patients did not leave their house or receive visitors from outside their household. The primary outcome was postoperative pulmonary complications, adjusted in multivariable models for measured confounders. Pre-defined sub-group analyses were performed for the primary outcome. A total of 96,454 patients from 114 countries were included and overall, 26,948 (27.9%) patients isolated before surgery. Postoperative pulmonary complications were recorded in 1947 (2.0%) patients of which 227 (11.7%) were associated with SARS-CoV-2 infection. Patients who isolated pre-operatively were older, had more respiratory comorbidities and were more commonly from areas of high SARS-CoV-2 incidence and high-income countries. Although the overall rates of postoperative pulmonary complications were similar in those that isolated and those that did not (2.1% vs 2.0%, respectively), isolation was associated with higher rates of postoperative pulmonary complications after adjustment (adjusted OR 1.20, 95%CI 1.05–1.36, p = 0.005). Sensitivity analyses revealed no further differences when patients were categorised by: pre-operative testing; use of COVID-19-free pathways; or community SARS-CoV-2 prevalence. The rate of postoperative pulmonary complications increased with periods of isolation longer than 3 days, with an OR (95%CI) at 4–7 days or ≥ 8 days of 1.25 (1.04–1.48), p = 0.015 and 1.31 (1.11–1.55), p = 0.001, respectively. Isolation before elective surgery might be associated with a small but clinically important increased risk of postoperative pulmonary complications. Longer periods of isolation showed no reduction in the risk of postoperative pulmonary complications. These findings have significant implications for global provision of elective surgical care. We aimed to determine the impact of pre-operative isolation on postoperative pulmonary complications after elective surgery during the global SARS-CoV-2 pandemic. We performed an international prospective cohort study including patients undergoing elective surgery in October 2020. Isolation was defined as the period before surgery during which patients did not leave their house or receive visitors from outside their household. The primary outcome was postoperative pulmonary complications, adjusted in multivariable models for measured confounders. Pre-defined sub-group analyses were performed for the primary outcome. A total of 96,454 patients from 114 countries were included and overall, 26,948 (27.9%) patients isolated before surgery. Postoperative pulmonary complications were recorded in 1947 (2.0%) patients of which 227 (11.7%) were associated with SARS-CoV-2 infection. Patients who isolated pre-operatively were older, had more respiratory comorbidities and were more commonly from areas of high SARS-CoV-2 incidence and high-income countries. Although the overall rates of postoperative pulmonary complications were similar in those that isolated and those that did not (2.1% vs 2.0%, respectively), isolation was associated with higher rates of postoperative pulmonary complications after adjustment (adjusted OR 1.20, 95%CI 1.05–1.36, p = 0.005). Sensitivity analyses revealed no further differences when patients were categorised by: pre-operative testing; use of COVID-19-free pathways; or community SARS-CoV-2 prevalence. The rate of postoperative pulmonary complications increased with periods of isolation longer than 3 days, with an OR (95%CI) at 4–7 days or ≥ 8 days of 1.25 (1.04–1.48), p = 0.015 and 1.31 (1.11–1.55), p = 0.001, respectively. Isolation before elective surgery might be associated with a small but clinically important increased risk of postoperative pulmonary complications. Longer periods of isolation showed no reduction in the risk of postoperative pulmonary complications. These findings have significant implications for global provision of elective surgical care
NEOTROPICAL CARNIVORES: a data set on carnivore distribution in the Neotropics
- Author
- Abra Fernanda Delborgo
- Abreu Ribeiro Edvandro
- Age Stefani Gabrieli
- Aguiar Erick Francisco
- Aguiar Gabriel Lima
- Aguiar Leonardo Dos Santos
- Akkawi Paula
- Albanesi Sebastian
- Alberici Vinicius
- Alencar Raony de Macêdo
- Alexandrino Eduardo Roberto
- Almeida Meyline Oliveira
- Althoff Sérgio Luiz
- Alvarez Martín R
- Alves Prado Helena
- Alves Giselle Bastos
- Alves Rafael Souza Cruz
- Alves Romulo Romeu Nobrega
- Alves-Eigenheer Milene
- Anaguano-Yancha Fernando
- Andrade da Silva Maria Augusta
- Andrade Bruna da Silva
- Andrade Rúbia Santana
- Antas Paulo de Tarso Zuquim
- Antunes Andre Pinassi
- Aquino Ana Carla Medeiros Morato
- Araujo Raylenne da Silva
- Araújo Luciana
- Araújo Rodrigo Paulo da Cunha
- Araújo Valquíria Cabral
- Arimoro Omolabake Alhambra
- Arrabal Juan Pablo
- Arroyo-Gerala Paulina
- Assis Jasmine Resende
- Assis Julia Camara
- Astete Samuel
- Astúa Diego
- Auricchio Paulo
- Ayala Crespo Guido Marcos
- Bacellar Ana Elisa de Faria
- Bager Alex
- Bailey Larissa L
- Banhos Aureo
- Barbier Eder
- Barbosa Larissa de Nazaré Barros
- Barreto Larissa Nascimento
- Barros Maria Claudene
- Barros Marília A S
- Barros-Battesti Darci Moraes
- Bassini-Silva Ricardo
- Bastazini Vinicius A G
- Batista Graziele Oliveira
- Bazilio Sergio
- Beca Gabrielle
- Beduschi Julia
- Behling Greici Maia
- Beisiegel Beatriz de Mello
- Beltrão Mayara Guimarães
- Beltrão-Mendes Raone
- Benavalli Letícia
- Benchimol Maíra
- Bercê William
- Bergallo Helena de Godoy
- Bergel Mariano Maudet
- Bernardi Itiberê
- Bernardo Christine Steiner S
- Bernardo Rodrigo
- Bertagni de Camargo Bruna
- Bertassoni Alessandra
- Bertoldi Ariane Teixeira
- Bessa Rafael
- Bezerra Alexandra Maria Ramos
- Bianchi Rita de Cassia
- Bocchiglieri Adriana
- Bogoni Juliano André
- Bonanomi Juliana
- Bonfim Fernando César Gonçalves
- Bonjorne Lilian
- Bordallo Samanta Uchôa
- Borges Luiz Henrique Medeiros
- Bovo Alex Augusto Abreu
- Bowler Mark
- Braga Caryne
- Brandão Vecchi Maurício
- Bravata de la Cruz Yaribeth
- Braz Vivian da Silva
- Brennand Pamella
- Bubadué Jamile
- Buitenwerf Robert
- Burs Kathrin
- Buscariol Daiane
- Buschiazzo Martin
- Cabral Hugo
- Calaça Analice Maria
- Calouro Armando Muniz
- Camara Edeltrudes Maria Valadares Calaça
- Camargo Paulo H S A
- Campelo Ana Kellen Nogueira
- Campos Krauer Juan Manuel
- Canassa Nathália Fernandes
- Cantagallo Devids Camila
- Canteri Adriano
- Caribé Grando Raquel L S C
- Carrano Eduardo
- Carreira Daiane Cristina
- Carrillo-Percastegui Samia E
- Carrizo María Celina
- Cartes Jose Luis
- Carvalho Jr, Elildo Alves Ribeiro
- Carvalho Andrea Siqueira
- Carvalho-Leite Ludimila Juliele
- Castro Érika Paula
- Catenacci Lilian
- Cavalcante Thiago
- Cavarzere Vagner
- Cervini Marcelo
- Cezila Beatriz Azevedo
- Chacón Pacheco Julio Javier
- Chagas Renata
- Charre-Medellin Juan Felipe
- Chaves Dos Santos José Carlos
- Chaves Flávia Guimarães
- Cheida Carolina Carvalho
- Chein Alonso André
- Cherem Jorge José
- Chiarello Adriano Garcia
- Chávez Cuauhtémoc
- Chávez-Congrains Karla
- Chávez-González Edgar
- Cinta Claudia Cristina
- Ciocheti Giordano
- Cobra Priscilla De Paula Andrade
- Coelho Igor Pfeifer
- Concone Henrique Villas Boas
- Contreras Palma Kamila Marianne
- Contreras-Moreno Fernando M
- Cordeiro José
- Cordeiro-Estrela Pedro
- Corrêa Matheus Rocha Jorge
- Costa Braga David
- Costa Lopes Alexandre Martins
- Costa Alan Nilo
- Costa Claudia Guimaraes
- Costa Francys Emanuelle
- Costa Jociel Ferreira
- Costa Rômulo
- Costa Sebastián Andrés
- Coutinho Raphaella
- Cravino Mol Alexandra
- Cronemberger Cecilia
- Cruz Paula
- Cueva Loachamín Rubén Darío
- Cullen Jr, Laury
- Cunha Costa Ana Raissa
- Cáceres Nilton C
- D'Bastiani Elvira
- da Cunha Cristina Jaques
- da Cunha Rogério Grassetto Teixeira
- da Rosa Clarissa Alves
- da Silva André Luiz Ferreira
- da Silva Leonardo Henrique
- da Silva Marcelo
- da Silva Murillo Prado
- da Silva Rafaela Aparecida
- da Silva Raquel Costa
- Dahmer Lais Camila
- Dantas José Oliveira
- de Albuquerque Anna Carolina Figueiredo
- de Albuquerque Natasha Moraes
- de Almeida Curi Nelson Henrique
- de Almeida Lana Resende
- de Almeida-Rocha Juliana Monteiro
- De Angelo Carlos
- de Azevedo Fernanda Cavalcanti
- de Barros Barban Ananda
- de Barros Fernanda Cristina
- de Camargo E Timo Thiago Philipe
- de Castilho Pedro Volkmer
- de Freitas Evellyn Borges
- De la Maza Javier
- de la Peña-Cuéllar Erika
- de la Sancha Noé U
- de la Torre J Antonio
- de Lima Camilla Angélica
- de Lima Camilo Ribeiro
- De Lima Natani Da Silva
- de Matos Jose Roberto
- de Melo Fabiano Rodrigues
- de Oliveira Ramonna
- de Paula Almir
- de Paula Lívia Maria
- de Paula Milton
- de Paula Rogério Cunha
- de Sousa E Silva Júnior José
- de Souza Agnis Cristiane
- de Souza Rafael Cerqueira Castro
- de Thoisy Benoit
- De-Carvalho Crizanto Brito
- Dechner Andrea
- Deffaci Ângela Camila
- Del Castillo Hugo Fernando
- Del Vechio Christine
- Denkiewicz Natalia Mariana
- Devlin Allison L
- Di Bitetti Mario S
- Dias Douglas de Matos
- Dias Leticia Coutinho Sangy
- Diaz-Santos Fabricio
- Didier Karl
- do Nascimento Fabio Oliveira
- do Rosário Maria Cristina Ferreira
- Dos Reis Júnior José Clemensou
- Dos Santos Junior Marcelo Augusto
- Duarte Gabriela Teixeira
- Duarte Herbert
- Duarte José Maurício Barbanti
- Durigan Carlos Cesar
- Durães Rayssa Mainette Nantes
- Dáttilo Wesley
- Díaz-Santos Fabio Gabriel
- Eaton Donald P
- Eizirik Eduardo
- Endo Whaldener
- Eriksson Alan
- Ermenegildo Hiago
- Espinosa Caroline da Costa
- Espinosa Santiago
- Espíndola Hack Robson Odeli
- Falconi Nereyda
- Faria Peres Pedro Henrique
- Faria Michel Barros
- Faria Rhayssa Terra
- Farias Danilo Augusto
- Feijó Anderson
- Fernandes Arthur
- Fernandes Maria Emília Avelar
- Fernandes-Ferreira Hugo
- Fernández Ramirez Sixto
- Ferraz Daniel da Silva
- Ferraz Katia M P M B
- Ferreguetti Atilla Colombo
- Ferreira Paulino Neto Hipólito
- Ferreira Arystene Nicodemo
- Ferreira Paula Modenesi
- Fieker Carolline Zatta
- Figueiredo Marcos de Souza Lima
- Figuerêdo Duarte Moraes Marcela
- Fischer Erich
- Flesher Kevin
- Fleytas Jover Maria Del Carmen
- Fonseca Carlos
- Forero-Medina German
- Fornitano Larissa
- Fraga Elmary da Costa
- Fragoso Carlos Eduardo
- Franceschi Ingridi Camboim
- Francisco Beatriz da Silva de Souza
- França Bruno Rodrigo de Albuquerque
- França Frederico G R
- Freitas-Junior Mozart Caetano
- Friedeberg Diana
- Fróes Rodrigo Medina
- Fusco-Costa Roberto
- Gaboardi Viviane Telles Rodrigues
- Galetti Jr, Pedro Manoel
- Galetti Mauro
- Galiano Daniel
- Galliez Maron
- Garcia-Anleu Rony
- García-Olaechea Alvaro
- Gaspar Denise Alemar
- Gaspar Lucas Pacciullio
- Gatica Ailin
- Gatti Andressa
- Gestich Carla Cristina
- Gilmore Michael P
- Giné Gastón Andrés Fernandez
- Giovanelli João Gabriel Ribeiro
- Girardi Fabiane
- Godoi Mauricio Neves
- Gomes Ana Paula Nascimento
- Gomes Felipe Bittioli R
- Gomes Leonardo de Paula
- Gomez Vinassa Maria Laura
- Gompper Matthew E
- Gondim Tayana Mendonça da Silva
- González Enrique
- González-Gallina Alberto
- Gonçalves da Silva Lucas
- Gonçalves Fernando
- Gonçalves Pablo Rodrigues
- Gouvea Jéssica Abonizio
- Graipel Maurício Eduardo
- Grossel Laís Aline
- Grotta-Neto Francisco
- Gräbin Diogo Maia
- Guaragni Samara Arsego
- Guedes da Silva Fernanda
- Guedes Layme Viviane Maria
- Guenther Mariana
- Guijosa-Guadarrama Emiliano
- Guimarães Luiza Neves
- Gurgel-Filho Newton Mota
- Haberfeld Mario
- Hannibal Wellington
- Hartmann Marilia Teresinha
- Hartmann Paulo Afonso
- Hartz Sandra Maria
- Hass Adriani
- Hass Carlos
- Hasui Érica
- Hatakeyama Richard
- Hatano Fernanda Martins
- Hawes Joseph E
- Heliodoro Gabriela
- Hermann Andiara Paula
- Herrera Victoria Ana María
- Herrera Heitor Miraglia
- Hidalgo-Mihart Mircea G
- Hilário Renato Richard
- Hinojosa Javier
- Hofmann Gabriel Selbach
- Hoogesteijn Rafael Jan
- Huerta Maria Emilia
- Hufnagel Ludmila
- Hurtado Cindy Meliza
- Iezzi María Eugenia
- Ilha Júlia
- Ingberman Bianca
- Isasi-Catalá Emiliana
- Islas Camila Alvez
- Iwakami Victor
- Jacinavicius Fernando de Castro
- Jardim Marcia Maria de Assis
- Jenkins Clinton N
- Jesus de la Cruz Alejandro
- Jesus Anamélia Souza
- Jordao Juliana
- Jorge Maria Luisa S P
- Jorge Rodrigo Silva Pinto
- Juarez Keila Macfadem
- Just João Paulo Gava
- Juárez Rugieri
- Jácomo Anah Tereza de Almeida
- Kaizer Mariane
- Kanaan Vanessa Tavares
- Kanda Claudia Zukeran
- Karlovic Thamíris Christina
- Kasper Carlos Benhur
- Keesen Ferreira Fabíola
- Keuroghlian Alexine
- Keuroghlian-Eaton Sean
- Konzen Maurício Quoos
- Kubiak Bruno Busnello
- Lacerda Ana Cristyna Reis
- Lamattina Daniela
- Landis Mariana Bueno
- Lanna Andre Monnerat
- Lautenschlager Laís
- Leite de Oliveira Márcio
- Leles Bruno
- Lemos Frederico Gemesio
- Lemos Hudson Macedo
- Leuchtenberger Caroline
- León Pérez Rodrigo Raúl
- Lima da Silva Marina
- Lima Edson de Souza
- Lima Marcela Guimarães Moreira
- Lizcano Diego J
- Lombardi Pryscilla Moura
- Longo Jose Milton
- Lopes Cíntia M
- Loretto Diogo
- Lorini Maria Lucia
- Luiz Micheli Ribeiro
- Luna Cecília Licarião
- Luna Pedro
- Luza André Luís
- Lyra Luiz Henrique
- López-Fuerte Cristina Fabiola
- Maccarini Thiago
- Machado da Silva Douglas
- Machado Cauanne Iglesias Campos
- Machado Sávio Augusto de Souza
- Magalhães Laura Martins
- Magalhães Rodolfo Assis
- Magioli Marcelo
- Mangione Antonio Marcelo
- Mantovani Jose Eduardo
- Marinho Jorge Reppold
- Marinho Paulo Henrique
- Marinho-Filho Jader
- Marques Costa Leonardo
- Marques Leandro
- Marques Marinêz Isaac
- Martello Felipe
- Martin Cristiane
- Martin Paula Sanches
- Martinez Jaime
- Martins Maísa Ziviani Alves
- Martins Paulo Wesley
- Martins Rogério
- Martins Waldney Pereira
- Martínez Lanfranco Juan Andrés
- Martínez Nambo Erik Daniel
- Martínez Retta Lucía
- Massara Rodrigo Lima
- Mata Julia Carolina
- Matos Rayanne Gama
- Medeiro Akyllam Zoppi
- Melo Geruza L
- Melo Isabel
- Melo Vanessa Lazaro
- Melo-Dias Mateus
- Mendes Pontes Antonio Rossano
- Mendes Sergio Lucena
- Mendonça André Faria
- Mendonça Eloisa Neves
- Mendonça Leonardo Siqueira
- Metzger Jean Paul
- Michalski Fernanda
- Miotto Renata
- Miranda João
- Mongelli Melissa
- Monroy-Vilchis Octavio
- Montanarin Anelise
- Monteiro André
- Monterrubio Tiberio Cesar
- Montes Martin Alejandro
- Morais Kimberly Danielle Rodrigues
- Morandi Maria Elisa de Freitas
- Morato Ronaldo Gonçalves
- Moreira Ramírez José Fernando
- Moreira Danielle Oliveira
- Moreira Leandro Santana
- Moreira Tainah Cruz
- Moreli Fantacini Felipe
- Moreno Daniele Janina
- Morini Maria Santina
- Moura André Luis Botelho
- Moura Mauricio O
- Mourthe Italo
- Mourão Guilherme de Miranda
- Munhoes Leticia Prado
- Muylaert Renata Lara
- Nagy-Reis Mariana
- Nakano-Oliveira Eduardo
- Napiwoski Silvio Junior
- Nascimento Lorena Anne
- Neves Bianca Dos Santos
- Nobre Andrezza Bellotto
- Nobre Rodrigo de Almeida
- Nobrega Rodrigo Affonso de Albuquerque
- Nodari Joana Zorzal
- Novaes Claudio Leite
- Novaro Andres Jose
- Nunes André Valle
- Nunez-Regueiro Mauricio
- Nuñez María Beatriz
- Ochoa Ana Cecilia
- Olifiers Natalie
- Oliveira Santos Luiz Gustavo Rodrigues
- Oliveira Jasmim Felipe
- Oliveira Leonardo de Carvalho
- Oliveira Luiz Flamarion
- Oliveira Marcela Alvares
- Oliveira Valeska Buchemi
- Oliveira-Bevan Isabella
- Olímpio Ana Priscila Medeiros
- Onofrio Valeria Castilho
- Orsini Vinícius Santana
- Ortiz-Moreno Martha Lucia
- Oshima Júlia Emi de Faria
- Paglia Adriano Pereira
- Pagoto Anderson
- Pagotto Renata Valls
- Palacios Perez Jaime Xavier
- Palmeira Francesca Belem Lopes
- Palomares Francisco
- Pandini Favoretti João Paulo
- Paolino Roberta Montanheiro
- Pardo Maximiliano Víctor
- Paschoal Ana Maria de Oliveira
- Pasqualotto Nielson
- Passamani Marcelo
- Passos Fernando C
- Patiu Fabio Mello
- Pays Olivier
- Pedroni Fernando
- Pedrosa Felipe
- Pedroso Rayssa Faria
- Pedó Ezequiel
- Penteado Marcel José Franco
- Percequillo Alexandre
- Pereira Mendes Calebe
- Pereira Adriele Aparecida
- Pereira Fabiane de Aguiar
- Pereira Taiguã Corrêa
- Pereira-Ribeiro Juliane
- Pereira-Silva Brenda
- Perera-Romero Lucy E
- Peres Carlos A
- Perilli Miriam Lucia Lages
- Perillo Lucas Neves
- Peroni Nivaldo
- Pessoa da Silva Felipe
- Peña-Mondragón Juan L
- Peñuela Mora María Cristina
- Pianca Camila
- Picinatto Filho Vilmar
- Pincheira-Ulbrich Jimmy
- Pinheiro Shery Duque
- Pinto Antonio Millas Silva
- Piovezan Ubiratan
- Pires José Salatiel Rodrigues
- Pires Ricardo Araújo
- Polisar John
- Polli Daiana Jeronimo
- Porfirio Grasiela Edith de Oliveira
- Potrich Ana Paula
- Powell George V N
- Prado Paulo Inácio
- Prestes Nêmora Pauletti
- Priante Camila Fátima
- Prist Paula Ribeiro
- Puertas Fernando Henrique
- Pérez-Torres Jairo
- Pônzio Marcella do Carmo
- Quatrocchi Maira Giuliana
- Querido Luciano Carramaschi de Alagão
- Quigley Howard
- Quintilham Lucas
- Rajão Henrique
- Ramalho Emiliano Esterci
- Ramalho Fernanda do Passo
- Ramis Segura Lucas
- Ramos Lima Saulo
- Ramos Pereira Maria João
- Rampim Lilian Elaine
- Ramírez Pinto Fredy
- Rechenberg Elisabete
- Reis Matheus Gonçalves
- Renaud Pierre-Cyril
- Reyna-Hurtado Rafael
- Rezende Bernardo Luis Renato
- Rezende Guilherme Zamarian
- Rezende Lucas Rodrigo
- Ribeiro de Andrade Gabrielle
- Ribeiro Adauto de Souza
- Ribeiro Igor Kintopp
- Ribeiro Milton C
- Ribeiro Otávio Santi
- Ribeiro Renan Lieto Alves
- Ribeiro Yuri Geraldo Gomes
- Rigacci Eduardo Delgado
- Rivero Marina
- Rocha Carlos Frederico Duarte
- Rocha Ednaldo Cândido
- Rocha Eliana César Laranjeira Duarte
- Rocha Erick Sekiama
- Rocha Fabiana Lopes
- Rocha Joedison
- Rocha Patrício
- Rocha Vlamir José
- Rodrigues Camila
- Rodrigues Flavio Henrique Guimarães
- Rodrigues Manoel
- Rodrigues Thiago Ferreira
- Rodriguez Castro Karen Giselle
- Rodriguez-Pulido Jose Ariel
- Rogeri Patricia
- Rohe Fabio
- Roig Henrique Llacer
- Rojas Bonzi Viviana B
- Rojas Lucia Nathaly Stefany
- Rolim Anderson Claudino
- Romagna Rafael Spilere
- Roque Fabio de Oliveira
- Rosa Augusto Lisboa Martins
- Rossi Junior João Luiz
- Rudolf Juan Carlos
- Ruffino Paulo Henrique Peira
- Ruiz Carmen Elena Barragán
- Ruiz-Esparza Juan
- Saito Erica Naomi
- Salles Munerato Marina
- Salvador Carlos Henrique
- Sampaio Ricardo
- Santana Gindomar Gomes
- Santos Almeida Rony Peterson
- Santos Bruna Silva
- Santos Cyntia Cavalcante
- Santos Eduardo Marques
- Santos Fernanda da Silva
- Santos Filipe Martins
- Santos Joyce Gonçalves
- Santos Paloma Marques
- Saranholi Bruno Henrique
- Sarasola José Hernán
- Sarmento Pedro
- Sartor Caroline Charão
- Sartorello Leonardo
- Sartorello Ricardo
- Scabin Andressa Barbara
- Scarascia Pietro Oliveira
- Schuchmann Karl L
- Schutte Michel
- Seber Samile
- Secco Helio
- Seibert Jardel Brandão
- Seixas Cristiana Simão
- Sekiama Margareth L
- Setz Eleonore
- Severo Magnus Machado
- Silva Diego Afonso
- Silva Ramon Lima
- Silva Wesley R
- Silveira Dos Santos Juliana
- Silveira Jana Rangel
- Silveira Leandro
- Silveira Marcos
- Silvestre Saulo Meneses
- Siviero Maria Brunini
- Soares Fábio Angelo Melo
- Souto Glauber Henrique Borges de Oliveira
- Souza Andiara Silos Moraes de Castro E
- Souza Franco Leandro
- Souza Jesus Rodrigues Domingos
- Souza-Alves João Pedro
- Sponchiado Jonas
- Srbek-Araujo Ana Carolina
- Strier Karen B
- Svenning Jens-Christian
- Sánchez Amadeo
- Sánchez-Lalinde Catalina
- Talamoni Sonia Aparecida
- Tavares Davi Castro
- Tavares Mariana Silva
- Tedesco Carla Denise
- Thompson Jeffrey James
- Thornton Daniel
- Tirelli Flavia Pereira
- Tobler Mathias W
- Toledo Gustavo Alves da Costa
- Tomas Walfrido Moraes
- Tomasi Roberto Junior
- Tomazzoni Ana Cristina
- Tonetti Vinicius Rodrigues
- Torres Parahyba Campos Bruno Augusto
- Torres Natalia Mundim
- Tortato Fernando Rodrigo
- Tortato Marcos Adriano
- Towns Valeria
- Trigo Tatiane Campos
- Trinca Cristiano Trapé
- Trovati Roberto Guilherme
- Twardowsky Ramalho Bonikowski Renata
- Ubaid Flávio Kulaif
- Vale Mariana M
- Vale Victor
- Valenzuela Leonor Adriana
- Varela Diego M
- Velez-Garcia Felipe
- Velilla Marianela
- Venancio José Otávio
- Venticinque Eduardo Martins
- Verdade Luciano Martins
- Verona Carlos Eduardo
- Viana Diego Carvalho
- Vieira Carlos Leonardo
- Vieira Marcus Vinícius
- Vilas Boas Flávio Eduardo
- Villalba Laura Magnolia
- Villalva Pablo
- Villani João Paulo
- Villarroel Glenda Jéssica
- Villegas Marcelo Alejandro
- Viscarra Siñani Maria Estela
- Vogliotti Alexandre
- Wallace Robert
- Wilson Fernandes Geraldo
- Xavier da Silva Marina
- Xavier Mariana Sampaio
- Yamane Marcelo Hideki
- Yanosky Alberto A
- Zago da Silva Luciana
- Zanella Noeli
- Zanin Marina
- Zaniratto Cristiane Patrícia
- Zanoni Juliani Bruna
- Zanón-Martínez Juan Ignacio
- Zapata-Ríos Galo
- Zecchini Gebin João Carlos
- Ziegler Jörn
- Zárate-Castañeda Claudia Paola
- Zúñiga Hartley Alfonso Christopher
- Álvarez Solas Sara
- Publication venue
- 'Wiley'
- Publication date
- 01/11/2020
- Field of study
Mammalian carnivores are considered a key group in maintaining ecological health and can indicate potential ecological integrity in landscapes where they occur. Carnivores also hold high conservation value and their habitat requirements can guide management and conservation plans. The order Carnivora has 84 species from 8 families in the Neotropical region: Canidae; Felidae; Mephitidae; Mustelidae; Otariidae; Phocidae; Procyonidae; and Ursidae. Herein, we include published and unpublished data on native terrestrial Neotropical carnivores (Canidae; Felidae; Mephitidae; Mustelidae; Procyonidae; and Ursidae). NEOTROPICAL CARNIVORES is a publicly available data set that includes 99,605 data entries from 35,511 unique georeferenced coordinates. Detection/non-detection and quantitative data were obtained from 1818 to 2018 by researchers, governmental agencies, non-governmental organizations, and private consultants. Data were collected using several methods including camera trapping, museum collections, roadkill, line transect, and opportunistic records. Literature (peer-reviewed and grey literature) from Portuguese, Spanish and English were incorporated in this compilation. Most of the data set consists of detection data entries (n = 79,343; 79.7%) but also includes non-detection data (n = 20,262; 20.3%). Of those, 43.3% also include count data (n = 43,151). The information available in NEOTROPICAL CARNIVORES will contribute to macroecological, ecological, and conservation questions in multiple spatio-temporal perspectives. As carnivores play key roles in trophic interactions, a better understanding of their distribution and habitat requirements are essential to establish conservation management plans and safeguard the future ecological health of Neotropical ecosystems. Our data paper, combined with other large-scale data sets, has great potential to clarify species distribution and related ecological processes within the Neotropics. There are no copyright restrictions and no restriction for using data from this data paper, as long as the data paper is cited as the source of the information used. We also request that users inform us of how they intend to use the data
At-admission prediction of mortality and pulmonary embolism in an international cohort of hospitalised patients with COVID-19 using statistical and machine learning methods
- Author
- Abdukahil Sheryl Ann
- Abdulkadir Nurul Najmee
- Abe Ryuzo
- Abel Laurent
- Abreu Julia Rodriguez
- Abrous Amal
- Absil Lara
- Acker Andrew
- Adachi Shingo
- Adam Elisabeth
- Adriano Enrico
- Adrião Diana
- Ageel Saleh Al
- Ahmed Shakeel
- Aiello Marina
- Ainscough Kate
- Airlangga Eka
- Aisa Tharwat
- Akimoto Takako
- Akmal Ernita
- Al-dabbous Tala
- Al-Fares Abdulrahman
- Alalqam Razi
- Alberti Angela
- Alegesan Senthilkumar
- Alegre Cynthia
- Alessi Marta
- Alex Beatrice
- Alexandre Kévin
- Alfoudri Huda
- Ali Adam
- Ali Imran
- Alidjnou Kazali Enagnon
- Aliudin Jeffrey
- Alkhafajee Qabas
- Allavena Clotilde
- Allou Nathalie
- Alves João
- Alves João Melo
- Alves Rita
- Amaral Maria
- Amira Nur
- Ammerlaan Heidi
- Ampaw Phoebe
- Andini Roberto
- Andréjak Claire
- Angheben Andrea
- Angoulvant François
- Ansart Séverine
- Anthonidass Sivanesen
- Antonelli Massimo
- Anwar Kazi Rubayet
- Apriyana Ardiyan
- Arabi Yaseen
- Aragao Irene
- Arancibia Francisco
- Araujo Carolline
- Arcadipane Antonio
- Archambault Patrick
- Arenz Lukas
- Arlet Jean-Benoît
- Arnold-Day Christel
- Arora Lovkesh
- Arora Rakesh
- Artaud-Macari Elise
- Aryal Diptesh
- Asaki Motohiro
- Asensio Angel
- Ashley Elizabeth A.
- Ashraf Muhammad
- Assie Jean Baptiste
- Asyraf Amirul
- Atique Anika
- Attanyake AM Udara Lakshan
- Auchabie Johann
- Auger Christelle Chantalat
- Aumaitre Hugues
- Auvet Adrien
- Azemar Laurène
- Azoulay Cecile
- Bach Benjamin
- Bachelet Delphine
- Badr Claudine
- Baig Nadia
- Baillie J. Kenneth
- Baird J Kevin
- Bak Erica
- Bakakos Agamemnon
- Bakar Nazreen Abu
- Bal Andriy
- Balakrishnan Mohanaprasanth
- Balan Valeria
- Banheiro Bruno Sarmento
- Bani-Sadr Firouzé
- Barbalho Renata
- Barbosa Nicholas Yuri
- Barclay Wendy S.
- Barnett Saef Umar
- Barnikel Michaela
- Barrasa Helena
- Barrelet Audrey
- Barrigoto Cleide
- Bartoli Marie
- Baruch Joaquín
- Basmaci Romain
- Basri Muhammad Fadhli Hassin
- Bassi Gianluigi Li
- Battaglini Denise
- Bauer Jules
- Beane Abigail
- Bedossa Alexandra
- Bee Ker Hong
- Begum Husna
- Behilill Sylvie
- Beishuizen Albertus
- Bekken Gry Kloumann
- Beljantsev Aleksandr
- Bellemare David
- Beltrame Anna
- Beltrão Beatriz Amorim
- Beluze Marine
- Benech Nicolas
- Benjiman Lionel Eric
- Benkerrou Dehbia
- Bennett Suzanne
- Bento Luís
- Berdal Jan-Erik
- Berge Marcel van den
- Bergeaud Delphine
- Bergin Hazel
- Bertoli Giulia
- Bertolino Lorenzo
- Bessis Simon
- Betz Adam
- Bevilcaqua Sybille
- Bezulier Karine
- Bhatt Amar
- Bhavsar Krishna
- Bianco Claudia
- Bidin Farah Nadiah
- Bihan Clément Le
- Bisoffi Zeno
- Bissuel François
- Biston Patrick
- Bitker Laurent
- Bitton Jonathan
- Blanco-Schweizer Pablo
- Blier Catherine
- Bloos Frank
- Blot Mathieu
- Blumberg Lucille
- Boccia Filomena
- Bodenes Laetitia
- Bogaert Debby
- Boivin Anne-Hélène
- Bolaños Isabela
- Bolze Pierre-Adrien
- Bompart François
- Bonelli Patrizia
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- Borges Diogo
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- Bosse Hans Martin
- Botelho-Nevers Elisabeth
- Bouadma Lila
- Bouchaud Olivier
- Bouchez Sabelline
- Bouhmani Dounia
- Bouhour Damien
- Bouiller Kévin
- Bouillet Laurence
- Bouisse Camile
- Bounphiengsy Thipsavanh
- Bountthasavong Latsaniphone
- Boureau Anne-Sophie
- Bourke John
- Bouscambert Maude
- Bousquet Aurore
- Bouziotis Jason
- Boxma Bianca
- Boyer-Besseyre Marielle
- Boylan Maria
- Bozza Fernando Augusto
- Braconnier Axelle
- Braga Cynthia
- Brandenburger Timo
- Brazzi Luca
- Breen Dorothy
- Breen Patrick
- Brewster David
- Brickell Kathy
- Brien Fionnuala O
- Bris Cyril Le
- Browne Alex
- Browne Shaunagh
- Brozzi Nicolas
- Brusse-Keizer Marjolein
- Buchtele Nina
- Bugaeva Polina
- Buisson Marielle
- Buonsenso Danilo
- Burhan Erlina
- Burrell Aidan
- Bustos Ingrid G.
- Butnaru Denis
- Cabie André
- Cabral Susana
- Cabrita Joana Alves
- Caceres Eder
- Cadoz Cyril
- Callaghan Annmarie O
- Callahan Mia
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- Caminiti Caterina
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- Carelli Simone
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- Carlier Nicolas
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- Carney Gayle
- Carqueja Inês
- Carret Marie-Christine
- Carrier François Martin
- Carroll Ida
- Carson Gail
- Carvalho Leonor
- Casanova Maire-Laure
- Cascão Mariana
- Casey Siobhan
- Casimiro José
- Cassandra Bailey
- Castanheira Nidyanara
- Castañeda Silvia
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- Castro Ivo
- Catarino Ana
- Catherine François-Xavier
- Cattaneo Paolo
- Cavalin Roberta
- Cavalli Giulio Giovanni
- Cavayas Alexandros
- Cárcel Sheila
- Ceccato Adrian
- Cely Lina Morales
- Cerkovnik Shelby
- Cervantes-Gonzalez Minerva
- Chair Anissa
- Chakveatze Catherine
- Chaleunphon Bounthavy
- Chan Adrienne
- Chand Meera
- Chapplain Jean-Marc
- Charpentier Charlotte
- Chas Julie
- Chatterjee Allegra
- Chau Nguyen Van Vinh
- Chen Anjellica
- Chenard Léo
- Cheng Matthew Pellan
- Cheret Antoine
- Chetta Alfredo Antonio
- Chia Jack Song
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- Chica Julian
- Chidambaram Suresh Kumar
- Chirouze Catherine
- Chiumello Davide
- Cho Hwa Jin
- Cho Sung-Min
- Choileain Orna Ni
- Cholley Bernard
- Chommanam Danoy
- Chopin Marie-Charlotte
- Chow Ting Soo
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- Christy Nathaniel
- Chua Hiu Jian
- Chua Jonathan
- Cidade Jose Pedro
- Citarella Barbara Wanjiru
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- Ciullo Anna
- Clarke Emma
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- Clohisey Sara
- Codan Cassidy
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- Coelho Alexandra
- Coles Jennifer
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- Collins Michael
- Colombo Sebastiano Maria
- Combs Pamela
- Connor Marie
- Conrad Anne
- Contreras Sofía
- Conway Elaine
- Cooke Graham S.
- Copland Mary
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- Cornelis Sabine
- Cornet Alexander Daniel
- Corpuz Arianne Joy
- Cortegiani Andrea
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- Costigan Emma
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- Couffin-Cadiergues Sandrine
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- Cummings Matthew
- Curley Ger
- Curlier Elodie
- Curran Colleen
- Curto Elena Gallego
- Custodio Paula
- D'Aragon Frédérick
- D'Orleans Charles Crepy
- D'Ortenzio Eric
- da Silva Filipe Ana
- Da Silva Fernanda Dias
- Da Silveira Charlene
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- Dagens Andrew
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- Dalton Heidi
- Dalton Jo
- Daly Seamus
- Damas Juliana
- Daneman Nick
- Daniel Corinne
- Dankwa Emmanuelle A
- Dantas Jorge
- Darshana B. P. Sanka Ruwan Sri
- de Brito Carlos Alexandre Antunes
- de Castro Maisa Guimarães
- de Jong Menno
- de Loughry Gillian
- de Mendoza Diego
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- de Oliveira França Rafael Freitas
- de Piero Maria
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- de Vries Peter
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- Delaveuve Eric
- Delavigne Karen
- Delfos Nathalie M.
- Deligiannis Ionna
- Dell'Amore Andrea
- Delmas Christelle
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- Demonchy Elisa
- Denis Emmanuelle
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- Diamantis Sylvain
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- Diaz Juan Jose
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- Didier Kévin
- Diehl Jean-Luc
- Dieperink Wim
- Dimet Jérôme
- Dinot Vincent
- Diop Fara
- Diouf Alphonsine
- Dishon Yael
- Djossou Félix
- Docherty Annemarie B.
- Doherty Helen
- Dominguez Carmen Infante
- Dondorp Arjen M
- Dong Andy
- Donnelly Christl A.
- Donnelly Maria
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- Dryden Murray
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- Dubos François
- Dubot-Pérès Audrey
- Ducancelle Alexandre
- Duculan Toni
- Dudman Susanne
- Duggal Abhijit
- Dunand Paul
- Dunning Jake
- Duplaix Mathilde
- Durante-Mangoni Emanuele
- Durham Lucian
- Dussol Bertrand
- Duthoit Juliette
- Duval Xavier
- Dyrhol-Riise Anne Margarita
- Ean Sim Choon
- Echeverria-Villalobos Marco
- Economopoulos Giorgio
- Egan Siobhan
- Eira Carla
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- Elharrar Brigitte
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- Eloy Philippine
- Elshazly Tarek
- Elyazar Iqbal
- Enderle Isabelle
- Endo Tomoyuki
- Eng Chan Chee
- Engelmann Ilka
- Enouf Vincent
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- Esperatti Mariano
- Esperou Hélène
- Esposito-Farese Marina
- Estevão João
- Etienne Manuel
- Ettalhaoui Nadia
- Everding Anna Greti
- Evers Mirjam
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- Fabre Marc
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- Fairfield Cameron J.
- Fakar Zul
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- Fernandes Jorge
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- Greene Courtney
- Greenhalf William
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- Hamers Raph L.
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- Hammond Terese
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- Harrison Ewen M.
- Harrison Janet
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- Lopez-Revilla Jose W.
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- Loschner Anthony L.
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- Mahieu Rafael
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- Maia Ana Raquel
- Maier Lars S.
- Maillet Mylène
- Maitre Thomas
- Majori Maria
- Malaque Ceila Maria Sant‘Ana
- Malfertheiner Maximilian
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- Mammi Patrizia
- Manda Victoria
- Mandei Jose M.
- Mandelbrot Laurent
- Manetta Frank
- Mankikian Julie
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- Marshall John
- Martelli Celina Turchi
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- Martin-Blondel Guillaume
- Martin-Loeches Ignacio
- Martinez F. Eduardo
- Martinot Martin
- Martins Ana
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- Martins Nuno
- Martín-Quiros Alejandro
- Martucci Gennaro
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- Phonemixay Ooyanong
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- Png Hon Shen
- Poissy Julien
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- Pokorska-Spiewak Maria
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- Ponscarme Diane
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- Post Andra-Maris
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- Povoa Pedro
- Powis Jeff
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- Proença Lucia
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- Rajahram Giri Shan
- Rajahram Giri Shan
- Ramakrishnan Nagarajan
- Ramalho José
- Ramli Ahmad Afiq
- Rammaert Blandine
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- Ranjan Ritika
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- Reid Liadain
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- Rewa Oleksa
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- Reyes Tiago
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- Ribeiro Maria Ines
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- Richardson Denise
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- Ridzuan Siti Nurul Atikah Ahmad
- Riera Jordi
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- Rios Ana L
- Rishu Asgar
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- Robba Chiara
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- Rodari Paola
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- Roessler Bernhard
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- Subekti Decy
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- Suen Jacky Y.
- Sultana Asfia
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- Teoh Sze Kye
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- Thibault Vincent
- Thiberville Simon-Djamel
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- Tierney Paul
- Tieroshyn Vadim
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- Tonby Kristian
- Tonnii Sia Loong
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- Trioux Théo
- Tromeur Cécile
- Trontzas Ioannis
- Trouillon Tiffany
- Truong Jeanne
- Tual Christelle
- Tubiana Sarah
- Tuite Helen
- Turgeon Alexis F.
- Turmel Jean-Marie
- Turnier Paul Le
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- Tveita Anders
- Twardowski Pawel
- Twillert Gitte Van
- Uchiyama Makoto
- Udayanga PG Ishara
- Udy Andrew
- Ullrich Roman
- Uribe Alberto
- Usman Asad
- Uva Maria Sousa
- Uyeki Timothy M.
- Vajdovics Cristinava
- Val-Flores Luís
- Valentini Piero
- Valk Paul van der
- Valran Amélie
- Valzano Ilaria
- van Someren Greve Frank
- Vanel Noémie
- Vanoverschelde Henk
- Varghese Pooja
- Varrone Michael
- Vasconcelos Malte Kohns
- Vasudayan Shoban Raj
- Vauchy Charline
- Vecham Pavan Kumar
- Veen Ilonka van
- Veeran Shaminee
- Veislinger Aurélie
- Vekens Nicky Van Der
- Vencken Sebastian
- Ventura Sara
- Verbon Annelies
- Vickers James
- Vidal José Ernesto
- Vieira César
- Villanueva Joy Ann
- Villar Judit
- Villeneuve Pierre-Marc
- Villoldo Andrea
- Vishwanathan Gayatri
- Visseaux Benoit
- Visser Hannah
- Vitiello Chiara
- Vongsouvath Manivanh
- Vonkeman Harald
- Voort Peter Van der
- Vuotto Fanny
- Wahab Noor Hidayu
- Wahab Suhaila Abdul
- Wahid Nadirah Abdul
- Wainstein Marina
- Webb Steve
- Wei Jia
- Weil Katharina
- Wen Tan Pei
- Werf Sylvie Van Der
- Wesselius Sanne
- West T. Eoin
- Wham Murray
- Whelan Bryan
- Wicky Paul Henri
- Wiedemann Aurélie
- Wijaya Surya Otto
- Wille Keith
- Willems Sue
- Williams Patricia J
- Williams Virginie
- Willigen Hugo Van
- Wils Evert-Jan
- Wong Calvin
- Wong Teck Fung
- Wong Xin Ci
- Wong Xin Ci
- Wong Yew Sing
- Wright Natalie
- Xian Gan Ee
- Xian Lim Saio
- Xuan Kuan Pei
- Xynogalas Ioannis
- Yacoub Sophie
- Yakop Siti Rohani Binti Mohd
- Yamazaki Masaki
- Yarad Elizabeth
- Yazdanpanah Yazdan
- Yelnik Cécile
- Yeoh Chian Hui
- Yerkovich Stephanie
- Yiaye Touxiong
- Yiu Ng Wing
- Yokoyama Toshiki
- Yonis Hodane
- Yousif Obada
- Yuliarto Saptadi
- Zaaqoq Akram
- Zabbe Marion
- Zabert Gustavo E
- Zacharowski Kai
- Zahid Masliza
- Zahran Maram
- Zaidan Nor Zaila Binti
- Zambon Maria
- Zambrano Miguel
- Zanella Alberto
- Zawadka Konrad
- Zaynah Nurul
- Zayyad Hiba
- Zoufaly Alexander
- Zucman David
- Publication venue
- Publication date
- 16/07/2024
- Field of study
By September 2022, more than 600 million cases of SARS-CoV-2 infection have been reported globally, resulting in over 6.5 million deaths. COVID-19 mortality risk estimators are often, however, developed with small unrepresentative samples and with methodological limitations. It is highly important to develop predictive tools for pulmonary embolism (PE) in COVID-19 patients as one of the most severe preventable complications of COVID-19. Early recognition can help provide life-saving targeted anti-coagulation therapy right at admission. Using a dataset of more than 800,000 COVID-19 patients from an international cohort, we propose a cost-sensitive gradient-boosted machine learning model that predicts occurrence of PE and death at admission. Logistic regression, Cox proportional hazards models, and Shapley values were used to identify key predictors for PE and death. Our prediction model had a test AUROC of 75.9% and 74.2%, and sensitivities of 67.5% and 72.7% for PE and all-cause mortality respectively on a highly diverse and held-out test set. The PE prediction model was also evaluated on patients in UK and Spain separately with test results of 74.5% AUROC, 63.5% sensitivity and 78.9% AUROC, 95.7% sensitivity. Age, sex, region of admission, comorbidities (chronic cardiac and pulmonary disease, dementia, diabetes, hypertension, cancer, obesity, smoking), and symptoms (any, confusion, chest pain, fatigue, headache, fever, muscle or joint pain, shortness of breath) were the most important clinical predictors at admission. Age, overall presence of symptoms, shortness of breath, and hypertension were found to be key predictors for PE using our extreme gradient boosted model. This analysis based on the, until now, largest global dataset for this set of problems can inform hospital prioritisation policy and guide long term clinical research and decision-making for COVID-19 patients globally. Our machine learning model developed from an international cohort can serve to better regulate hospital risk prioritisation of at-risk patients
Characteristics and outcomes of an international cohort of 600 000 hospitalized patients with COVID-19
- Author
- A M Udara Lakshan Attanyake
- Aasiyah Rashan
- Aasmine Kaur
- Abby Hurd
- Abdulrahman Al-Fares
- Abhijit Duggal
- Abid Khatak
- Adam Ali
- Adam Hall
- Adam Nowinski
- Adrian Ceccato
- Adrian Streinu-Cercel
- Adrian Tey
- Adrien Auvet
- Adrien Lemaignen
- Adrienne Chan
- Aftab Imtiaz
- Agamemnon Bakakos
- Agnieszka Oldakowska
- Agnès Meybeck
- Agnès Sommet
- Agostinho Monteiro
- Ahmad Afiq Ramli
- Ahmad Kashfi Haji Ab Rahman
- Ahmed Farooq
- Ailbhe Cullen
- Ailbhe Hayes
- Aine McCarthy
- Aine McElroy
- Aisha Kalsoom Mufti
- Aisling Gavin
- Aisling Murphy
- Aisling Murphy
- Akram Zaaqoq
- Al-Awwab Dabaliz
- Alan Hartman
- Alasdair Nazerali-Maitland
- Albert Groenendijk
- Alberto Sotto
- Alberto Uribe
- Alberto Zanella
- Albertus Beishuizen
- Aldo Rafael
- Aldric Manuel
- Alejandro Martin-Quiros
- Aleksander Rygh Holten
- Aleksandr Beljantsev
- Alessandra Notari
- Alex Browne
- Alex Nagrebetsky
- Alexa Debard
- Alexander Daniel Cornet
- Alexander J Mentzer
- Alexander King
- Alexander Zoufaly
- Alexandra Bedossa
- Alexandra Coelho
- Alexandra Sperry
- Alexandre Ducancelle
- Alexandre Gaymard
- Alexandre Hoctin
- Alexandros Cavayas
- Ali Ait Hssain
- Ali Hachemi
- Ali Liaquat
- Ali Raza
- Alice Bogaarts
- Alicia Gonzalez
- Alif Adlan Mohd Thabit
- Alina Kalicinska
- Alison M Meynert
- Allegra Chatterjee
- Allison McGeer
- Alpha Diallo
- Alphonsine Diouf
- Amanda Corley
- Amanda Palacios
- Amandine Gagneux-Brunon
- Amar Bhatt
- Ami Stuart
- Amin Khawaja
- Amina Meziane
- Amirul Asyraf
- Amna Faheem
- Amy Hackmann
- Amy Lester-Grant
- Amy Stone
- Amélie Valran
- Ana Catarino
- Ana Chora Sousa
- Ana da Silva Filipe
- Ana Freitas Ribeiro
- Ana Isabel de Pinho Oliveira
- Ana L Rios
- Ana Marques
- Ana Martins
- Ana Motos
- Ana Raquel Maia
- Anand Thakur
- Anant Kataria
- Anatoliy Gavrylov
- Anders Benjamin Kildal
- Anders Tveita
- Andra-Maris Post
- Andre Real
- Andrea Angheben
- Andrea Cortegiani
- Andrea Dell'Amore
- Andrea Kelly
- Andrea Rossanese
- Andrea Villoldo
- Andreas Lind
- Andrew Acker
- Andrew Hershey
- Andrew Udy
- Andrey Svistunov
- Andriy Bal
- André Cabie
- André Dias
- André Roberto
- Andy Dong
- Andy Law
- Aneela Altaf
- Angel Asensio
- Angel Sanchez-Miralles
- Angela Alberti
- Anika Atique
- Anilawati Mat Jelani
- Anissa Chair
- Anja Grosse Lordemann
- Anjellica Chen
- Ankana Satya
- Anna Beltrame
- Anna Ciullo
- Anna Greti Everding
- Anna Jung
- Anne Conrad
- Anne Guillaumot
- Anne Margarita Dyrhol-Riise
- Anne McCarthy
- Anne Opavsky
- Anne-Hélène Boivin
- Anne-Marie Guerguerian
- Anne-Sophie Boureau
- Anne-Sophie Resseguier
- Annelies Verbon
- Annemarie B Docherty
- Annmarie O Callaghan
- Annmarie O'Callaghan
- Ansley Hamer
- Anthony L Loschner
- Anthony Lemeur
- Anthony Nghi
- Antoine Cheret
- Antoine Khalil
- Antoine Kimmoun
- Antoine Merckx
- Anton Prinssen
- Antoni Torres
- Antonia Ricchiuto
- Antonio Arcadipane
- Antonio Lalueza
- Antonio Loforte
- Antonio Pesenti
- António Mesquita
- Anuraj Shankar
- Aoife Driscoll
- Aoife Kelly
- Aquiles Henriquez-Trujillo
- Arabella Fahy
- Ardiyan Apriyana
- Arianne Joy Corpuz
- Arie Zainul Fatoni
- Arjen M Dondorp
- Arnaud Scherpereel
- Arsalan Rahutullah
- Arshad Taqi
- Arsène Kpangon
- Arthur Garan
- Ary Serpa Neto
- Asad Usman
- Asfia Sultana
- Asgar Rishu
- Ashraf Sheharyar
- Asim Rana
- Asma Moin
- Astarini Hidayah
- Atif Siddiqui
- Attaur Rehman
- Audrey Barrelet
- Aurelius Bonfasius
- Aurore Bousquet
- Aurélie Papadopoulos
- Aurélie Veislinger
- Aurélie Wiedemann
- Axelle Braconnier
- Ayodhia Pitaloka
- Azlan Mat Soom
- B P Sanka Ruwan Sri Darshana
- Bailey Cassandra
- Baillie J Kenneth
- Bairbre McNicholas
- Bambang Pujo Semedi
- Barrio Noelia García
- Baruch Joaquín
- Basanta Gauli
- Basri Mat Nor
- Beane Abigail
- Beathe Kiland Granerud
- Beatrice Alex
- Beatriz Amorim Beltrão
- Benigno Ferreira
- Benjamin Bach
- Benjamin Lefevre
- Benjamin Smood
- Benjamine Sarton
- Benoit Visseaux
- Benoît Roze
- Benoît Thill
- Bernard Cholley
- Bernhard Roessler
- Bertrand Dussol
- Bianca Boxma
- Biing Horng Lee
- Birgitte Stiksrud
- Blake Mergler
- Blandine Rammaert
- Blumberg Lucille
- Bouchra Loufti
- Bozza Fernando
- Brenda Molloy
- Brenda Reeve
- Brendan Scicluna
- Brian Marsh
- Brigitte Elharrar
- Briseida Parra
- Broadley Tessa
- Bruno Levy
- Bruno Lina
- Bruno Pastene
- Bruno Sarmento Banheiro
- Bryan Whelan
- Budha Charan Singh
- Burrell Aidan
- Bénédicte Lefebvre
- Bénédicte Rossignol
- Caitriona Cody
- Calvin Wong
- Cameron J Fairfield
- Camile Bouisse
- Camille Couffignal
- Caren Friedrich
- Carine Roy
- Carla Eira
- Carlos Alexandre Antunes de Brito
- Carlos Lumbreras Bermejo
- Carlos M Luna
- Carlos Pimentel
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- Pratheema Ramachandran
- Praveen Kumar Ghisulal
- Priscila Diaz
- Pritchard Mark G
- Prompak Nitayavardhana
- Pulak Kedia
- Punam Singh
- Qabas Alkhafajee
- Quentin Le Hingrat
- Quentin Lepiller
- Quratul Ain Khan
- Rachael McConnochie
- Rachael Parke
- Rachel Cregan
- Rachida Ouissa
- Rafael Freitas de Oliveira França
- Rafael León
- Rafael Mahieu
- Rajavardhan Rangappa
- Rajesh Mohan Shetty
- Rajyabardhan Pattnaik
- Rakesh Arora
- Ramakrishnan Nagarajan
- Ramos Grazielle Viana
- Rana Imran Sikander
- Raph L Hamers
- Raphaël Borie
- Raphaël Favory
- Raquel Pinto
- Rashan Haniffa
- Rashid Nasim Khan
- Rasidah Bt Senian
- Raul Neto
- Razi Alalqam
- Rebecca Hamidfar
- Rebecca Holt
- Rebekha Garcia
- Renata Barbalho
- Renato Reis
- Renaud Tamisier
- Renee Douma
- Ricard Ferrer-Roca
- Ricardo Fritz
- Richard S Tedder
- Riinu Pius
- Rima Song
- Rita Alves
- Rita Hinchion
- Ritika Ranjan
- Rob Klont
- Robert A Fowler
- Roberta Cavalin
- Roberta Meta
- Roberto Andini
- Roberto Roncon-Albuquerque
- Robin Kobbe
- Rodrigo Diaz
- Roger Claire
- Rogério Silva
- Rohan Shetty
- Rojek Amanda
- Rolando Claure-Del Granado
- Romain Basmaci
- Romain Decours
- Romain Guery
- Roman Ullrich
- Romans Matulevics
- Rosanna De Rosa
- Rosario Maria Torres Santos-Olmo
- Ross Hendry
- Rostane Gaci
- Roxane Courtois
- Rozanah Abd Rahman
- Rui Gomes
- Rui Pereira
- Rumaisah Satyawati
- Rupert Higgins
- Ruth Jimbo-Sotomayor
- Ruth Lyons
- Ruth N Jorge García
- Ryadh Pokeerbux
- Ryan Kennedy
- Ryan Khoo
- Ryan S Thwaites
- Ryuzo Abe
- Saad Nseir
- Sabelline Bouchez
- Sabin Koirala
- Sabina Kali
- Sabina Mason
- Sabine Cornelis
- Sabine Croonen
- Sadie Kelly
- Saef Umar Barnett
- Saijad Orakzai
- Sairah Sadaf
- Sakshi Lath
- Saleh Al Ageel
- Sally Shrapnel
- Salma Jaafoura
- Samira Laribi
- Samreen Ijaz
- Samuel Bernard Ekow Harrison
- Samuel Hinton
- Samuel Markowicz
- Samuel McElwee
- Sandrine Couffin-Cadiergues
- Sandulescu Oana
- Sanjay Lakhey
- Sanne Wesselius
- Santi Dewayanti
- Saptadi Yuliarto
- Sara Clohisey
- Sara Taleb
- Sara Ventura
- Sarah E McDonald
- Sarah Isgett
- Sarah Moore
- Sarah Redl
- Sarah Stabler
- Sarah Syahrin
- Sarah Tubiana
- Saye Khoo
- Scott Pharand
- Seamus Daly
- Sean Donohue
- Sebastian Vencken
- Sebastiano Maria Colombo
- Segolène Greffe
- Semple Malcolm G
- Senthilkumar Alegesan
- Sergio Poli
- Seán Keating
- Shahdattul Mawarni Taib
- Shaikh Sharjeel
- Shakeel Ahmed
- Shaminee Veeran
- Sharma Keshav
- Sharma Pratima
- Shaun Thompson
- Shaunagh Browne
- Sheeba Hakak
- Sheila Cárcel
- Sherry McDermott
- Sheryl Ann Abdukahil
- Shinichiro Ohshimo
- Shiranee Sriskandan
- Shirin Tabrizi
- Shirley Sarfo-Mensah
- Shoban Raj Vasudayan
- Shona C Moore
- Shubha Kalyan Shrestha
- Sia Loong Tonnii
- Sigfrid Louise
- Silvia Castañeda
- Silvia Lourenco
- Sim Choon Ean
- Sim Lim Heng Benedict
- Simon Bessis
- Simon Forsyth
- Simon-Djamel Thiberville
- Simone Carelli
- Simão Rodeia
- Singh Oinam Budha Charan
- Siobhan Casey
- Siobhan Egan
- Siri Goepel
- Siti Nurul Atikah Ahmad Ridzuan
- Siti Rohani Binti Mohd Yakop
- Siti Zubaidah Othman
- Sivanesen Anthonidass
- Smaragdi Kalomoiri
- Sobia Masood
- Sofia Cardoso
- Sofia Prapa
- Sofia Tejada
- Sofía Contreras
- Soizic Le Mestre
- Somers Emily C
- Sophie Halpin
- Sophie Mahy
- Sophie O'Halloran
- Sravya Pudota
- Sree Satyapriya
- Srinivas Murthy
- Stanislas Rebaudet
- Steffi Ryckaert
- Stella Huo
- Stella Rousset
- Stephan Schroll
- Stephanie Nonas
- Stephanie Roberts
- Stephanie Yerkovich
- Stephanie-Susanne Stecher
- Stephen R Knight
- Steve Webb
- Stijn Van de Velde
- Streinu-Cercel Anca
- Stuart Houltham
- Stéphane Jaureguiberry
- Stéphane Lasry
- Stéphane Sallaberry
- Stéphanie Cousse
- Stéphanie Fry
- Su Hwan Lee
- Subbarao Elapavaluru
- Subhash Acharya
- Sudhir Krishnan
- Sue Smith
- Suhaila Abdul Wahab
- Sung-Min Cho
- Surain Raaj Thanga Thurai
- Suresh Kumar Chidambaram
- Surya Otto Wijaya
- Susana Cabral
- Susana Fernandes
- Susanne Dudman
- Sushil Khanal
- Suvintheran Thangavelu
- Suwarti Suwarti
- Suzanne Bennett
- Suzette Willems
- Swosti Joshi
- Syamin Asyraf Shahidan
- Sybille Bevilcaqua
- Syed Muneeb
- Sylvain Diamantis
- Sylvie Behilill
- Sylvie LeGac
- Sylvie Lion-Daolio
- Sylvie Van Der Werf
- Synne Jenum
- Sze Kye Teoh
- Sébastien Preau
- Sérgio Gaião
- Séverine Ansart
- Sílvia Ferreira
- T Eoin West
- Taccone Fabio
- Tae Song
- Taha Pasha
- Tahira Jamal Mohamed
- Tak-Hyuk Oh
- Takako Akimoto
- Takayuki Ogura
- Taku Tanaka
- Tala Al-Dabbous
- Tamara Seitz
- Tan Pei Wen
- Tarek Elshazly
- Tatiana Fonseca
- Tawnya Ogston
- Teck Fung Wong
- Teresa Lawrence
- Terese Hammond
- Thalha Rashan
- Tharmini Ravi
- Tharwat Aisa
- Thavamany Kaleesvran
- Thibault Chiarabini
- Thierry Carmoi
- Thierry Mazzoni
- Thomas Flament
- Thomas Guimard
- Thomas Maitre
- Thomas Perpoint
- Thomas Staudinger
- Thushan de Silva
- Théo Treoux
- Tiago Isidoro
- Tiago Reyes
- Tiffany Trouillon
- Timo Brandenburger
- Timothy M Uyeki
- Ting Soo Chow
- Tiphaine Goulenok
- Tjard Schermer
- Todd C Lee
- Todd Karsies
- Tom Drake
- Tom Fletcher
- Tom Solomon
- Tomoyuki Endo
- Toni Duculan
- Tony Trapani
- Toshiki Yokoyama
- Triona Downer
- Tristan Gigante
- Trude Steinsvik
- Tze Vee Soh
- Tze Yuan Tee
- Tânia Sequeira
- Vadim Tieroshyn
- Valentine Campana
- Valeria Balan
- Valla Sahraei
- Valérie Gaborieau
- Valérie Garrait
- Valérie Gissot
- Vanessa Sancho-Shimizu
- Vanessa Teotonio
- Vanina Meysonnier
- Vecham Pavan Kumar
- Vegard Skogen
- Ventzislava Petrov-Sanchez
- Vicente Souza-Dantas
- Victor Fomin
- Victoria Janes
- Victoria Manda
- Victoria McEneany
- Victoria Shaw
- Vilmaris Quinones-Cardona
- Vincent Dinot
- Vincent Dubee
- Vincent Enouf
- Vincent Langlois
- Vincent Le Moing
- Vincent Peigne
- Vincent Pestre
- Vincent Thibault
- Vinothini Krishnan
- Virginie Williams
- Vladislav Mihnovit
- Véronique Lemee
- Víctor Quirós González
- Wai Ching Sin
- Walter Picard
- Wan Fadzlina Wan Muhd Shukeri
- Wei Han Hoh
- Wei Shen Lim
- Wei Jia
- Wendy S Barclay
- William A Paxton
- William Dechert
- William Finlayson
- William Greenhalf
- Wilna Oosthuyzen
- Wils Evert-Jan
- Wim Dieperink
- Wing Yiu Ng
- Xavier Duval
- Yael Dishon
- Yan Chyi Tan
- Yaseen Arabi
- Yasmin Gani
- Yazdan Yazdanpanah
- Yen Tsen Saw
- Yew Sing Wong
- Yi Bin Ho
- Yi Lin Lee
- Yih-Sharng Chen
- Ymkje Stienstra
- Yoan Lavie-Badie
- Yoann Donohue
- Yock Ping Chow
- Younes Ait Tamlihat
- Younes Kerroumi
- Yun Sii Ing
- Yuri Kida
- Yusing Gu
- Yvelynne Kelly
- Yves Levy
- Zhang Duan Tham
- Zul Amali Che Kamaruddin
- Zul Fakar
- Zulfiqar Sandhu
- Publication venue
- 'Oxford University Press (OUP)'
- Publication date
- 28/02/2023
- Field of study
Background: We describe demographic features, treatments and clinical outcomes in the International Severe Acute Respiratory and emerging Infection Consortium (ISARIC) COVID-19 cohort, one of the world's largest international, standardized data sets concerning hospitalized patients. Methods: The data set analysed includes COVID-19 patients hospitalized between January 2020 and January 2022 in 52 countries. We investigated how symptoms on admission, co-morbidities, risk factors and treatments varied by age, sex and other characteristics. We used Cox regression models to investigate associations between demographics, symptoms, co-morbidities and other factors with risk of death, admission to an intensive care unit (ICU) and invasive mechanical ventilation (IMV). Results: Data were available for 689 572 patients with laboratory-confirmed (91.1%) or clinically diagnosed (8.9%) SARS-CoV-2 infection from 52 countries. Age [adjusted hazard ratio per 10 years 1.49 (95% CI 1.48, 1.49)] and male sex [1.23 (1.21, 1.24)] were associated with a higher risk of death. Rates of admission to an ICU and use of IMV increased with age up to age 60 years then dropped. Symptoms, co-morbidities and treatments varied by age and had varied associations with clinical outcomes. The case-fatality ratio varied by country partly due to differences in the clinical characteristics of recruited patients and was on average 21.5%. Conclusions: Age was the strongest determinant of risk of death, with a ∼30-fold difference between the oldest and youngest groups; each of the co-morbidities included was associated with up to an almost 2-fold increase in risk. Smoking and obesity were also associated with a higher risk of death. The size of our international database and the standardized data collection method make this study a comprehensive international description of COVID-19 clinical features. Our findings may inform strategies that involve prioritization of patients hospitalized with COVID-19 who have a higher risk of death