14 research outputs found
Game Jam [4Research]
- Author
- Publication venue
- HAL CCSD
- Publication date
- 01/01/2014
- Field of study
International audienceRecent years have witnessed a rise in Game Jams - organized events to create playable prototypes in avery short time frame. Game Jams offer a unique and quick way to prototype games. Beyond that, we believe Game Jams can also be seen as a design research method, situated in the research-through-design tradition, to create knowledge in a fast-paced, collaborative environment. The goal of this Game Jam is thus twofold: first, participants will use the Game Jam approach to investigate a research question; second, participants can, through actual practice, identify advantages and disadvantages of Game Jams as a research method. Hereby the Game Jam workshop provides a unique opportunity for HCI practitioners and researchers to gain experience in applying gameoriented methods for research
Psychological distress reported by healthcare workers in Saudi Arabia during the COVID-19 pandemic: A cross-sectional study
- Author
- Publication venue
- 'Public Library of Science (PLoS)'
- Publication date
- 03/06/2022
- Field of study
INTRODUCTION: Few studies have considered the impact of COVID-19 on the mental health of healthcare workers (HCWs) in the Kingdom of Saudi Arabia (KSA). We estimated the prevalence and severity of psychological distress and characterized predisposing risk factors among HCWs in KSA during the COVID-19 pandemic. METHODS: We conducted a cross-sectional online survey of 1,985 HCWs from 6 hospitals across the country designated with caring for COVID-19 patients between April 16 and June 21, 2020. Our data analysis was performed using logistic regressions. Ordered logistic regressions were also performed using forward stepwise model selection to explore the effects of risk factors on psychological distress. RESULTS: The prevalence of psychological distress reported by HCWs in KSA was high, ranging from mild-moderate to severe in severity. Younger HCWs, women, those in contact with COVID-19 patients, and those who either had loved ones affected or who were themselves affected by COVID-19 were the most at-risk of psychological distress. Risk factors such as insomnia, loneliness, fear of transmission, and separation from loved ones most significantly predicted elevated levels of distress among HCWs. CONCLUSIONS: Increasing psychological distress was commonly reported by HCWs during the early months of COVID-19 pandemic in KSA. Public health policy makers and mental health professionals must give special attention to risk factors that predispose HCWs in KSA to psychological distress
Investigation of barium sulphate shielding during panoramic radiography
- Author
- Publication venue
- SpringerOpen
- Publication date
- 01/11/2023
- Field of study
Abstract Background Radiation shielding in radiology has historically been achieved with lead; however, there has been an increasing demand for radiation shielding to be more environmentally friendly. Barium has shown promise as a substitute in many radiology applications. This study aims to investigate a barium sulphate shield in protecting the thyroid and the eye lens during panoramic radiography. Methods During a simulated panoramic examination, an anthropomorphic phantom and a solid-state detector measured the radiation dose to the surface thyroid and the eye lens. The measurements were taken using no shield and a barium sulphate shield. A Welch's T-test was employed to compute the shield's effect on radiation. Two radiologists assessed the image quality with and without the thyroid shields. Results The dose reduction was between 66 and 75% for the barium shield at the thyroid. The dose reduction ranged between 15 and 61% in the eye region. Images using a barium shield were deemed adequate for diagnostic interpretation. Conclusions Barium shields effectively reduce the radiation dose in the thyroid region during panoramic radiography without degrading image quality. The dose reduction depends on the tube voltage and the area of interest
Designing of smart tourism organization (STO) for tourism management: A case study of tourism organizations of South Khorasan province, Iran
- Author
- Adamczewski
- Al Shobaki
- Al-Kasasbeh
- Al-Taie
- Amani
- Ankomah
- Brata
- Buhalis
- Buhalis
- Chen
- Colchado
- Costa
- Damanpour
- Domingues
- Ghasemi
- Ghorbani
- Ghorbani
- Ghorbani
- Ghorbani
- Ginter
- Goeldner
- Griffin
- Hamel
- Hatch
- Huang
- Härting
- Jogaratnam
- Kilic
- Kim
- Koo
- Koo
- Liberato
- Lovelock
- Maci
- Maedche
- Magál
- Mohamad
- Najari
- Naseem
- Neuhofer
- Pearce
- Rangriz
- Rezaei
- Santana
- Sparks
- Tenenhaus
- Thompson
- Triebel
- Tussyadiah
- Witzel
- Wu
- Young
- Zahedpisheh
- Publication venue
- 'Elsevier BV'
- Publication date
- Field of study
Glyoxal Induced Transition of Transferrin to Aggregates: Spectroscopic, Microscopic and Molecular Docking Insight
- Author
- Abdullah K.M.
- Ahmed A.
- Aisen P.
- Amani S.
- Anas Shamsi
- Areeba Shahab
- Ashraf J.M.
- Bannister W.
- Carrell R.W.
- Chi Z.
- Chung M.C.M.
- De Young L.R.
- Eisert R.
- Greenfield N.
- Guan J.
- Hamza Hasan
- Hawe A.
- Hina Usmani
- Imrana Naseem
- Iram A.
- Iram A.
- Khan M. Abdullah
- Khurana R.
- Morris G.M.
- Onuchic J.N.
- Pandya P.
- Peng X.
- Pool-Zobel B.L.
- Saxena V.P.
- Shahab U.
- Sipe J.D.
- Sreerama N.
- Stsiapura V.I.
- Tennent G.A.
- Trott O.
- Wu C.
- Yang Y.
- Publication venue
- 'Bentham Science Publishers Ltd.'
- Publication date
- Field of study
Kynurenine emerges from the shadows – Current knowledge on its fate and function
- Author
- Abautret-Daly
- Adams
- Agudelo
- Agus
- Akagbosu
- Al-Karagholi
- Alberati-Giani
- Alexander
- Alexander
- Amani
- Amobi
- Aslamkhan
- Azevedo
- Aziz
- Baban
- Ball
- Ball
- Ball
- Bano
- Barreto
- Bauer
- Beatty
- Beggiato
- Blanco-Ayala
- Bochniarz
- Bock
- Boros
- Bortz
- Braidy
- Brandacher
- Brincks
- Buck
- Bądzyńska
- Bądzyńska
- Cervenka
- Chen
- Cheong
- Chess
- Chess
- Chiarugi
- Chiarugi
- Chiarugi
- Christensen
- Coggan
- Collins
- Colpo
- Colín-González
- Comings
- Comings
- Cooper
- Corm
- Coutinho
- Criado
- Cuartero
- Cutler
- da Silva Dias
- Datki
- de Bie
- de Bie
- de Jong
- de Jong
- De Luca
- de Souza
- DeAngeli
- Deng
- DiNatale
- Dolecka
- Dolšak
- Dounay
- Duan
- Dudzińska
- Eckers
- Eleftheriadis
- Engin
- Erhardt
- Erland
- Farrow
- Feder-Mengus
- Fehér
- Ferdinande
- Ferreira
- Filho
- Fontes
- Forrest
- Forrest
- Forrest
- Fraser
- Fujigaki
- Fukui
- Fukunaga
- Furuzawa-Carballeda
- Gao
- Gao
- Garrido
- Gawel
- Gibney
- Giil
- Giorgini
- Giovannoni
- Goeden
- Golimbet
- Gomes
- Gomez-Gomez
- Gostner
- Gostner
- Green
- Green
- Greene
- Greengard
- GTEx Consortium
- Guidetti
- Guo
- Gál
- Gál
- Hahn
- Hajsl
- Han
- Han
- Hara
- Harden
- Hattori
- Hayaishi
- He
- Heisler
- Hervé
- Hippen
- Hirata
- Hiratsuka
- Hofer
- Hsu
- Huang
- Huang
- Huang
- Huffnagle
- Iaccarino
- Imbeault
- İriz
- Isla Larrain
- Ito
- Jang
- Jayawickrama
- Jenny
- Jiang
- Jiang
- Joisten
- Joseph
- Joseph
- Jovanovic
- Kaiser
- Kaiser
- Kalaska
- Kanai
- Kaper
- Kato
- Katoh
- Katoh
- Kawasaki
- Kim
- Kim
- Kiss
- Kita
- Knox
- Koblish
- Kolodziej
- Kolodziej
- Komrower
- Komrower
- Korstanje
- Kozak
- Kuc
- Kurz
- Kutacek
- Kwidzinski
- Labadie
- Laimer
- Lanis
- Lapin
- Lapin
- Lapin
- Larkin
- Laugeray
- Lavebratt
- Lee
- Leeds
- Leklem
- Leklem
- Li
- Li
- Li
- Li
- Liu
- Liu
- Liu
- Liu
- Llamas-Velasco
- Lucarelli
- Lund
- Lyon
- Maddison
- Maeta
- Mahmoud
- Majewski
- Mason
- Matysik-Woźniak
- Matysik-Woźniak
- Meier
- Meng
- Menyhárt
- Mergola
- Merlo
- Metidji
- Metz
- Mezrich
- Mizutani
- Mole
- Mondanelli
- Morales-Puerto
- Moretti
- Moroni
- Munipally
- Munn
- Munn
- Murray
- Murray
- Muszynska
- Muszynska
- Muñoz-Hoyos
- Muñóz-Hoyos
- Mándi
- Møller
- Nabi
- Nagy
- Nagy
- Naing
- Nakamura
- Napolioni
- Narui
- Naseem
- Nayak
- Nayak-Kapoor
- Nikoo
- Nishimura
- Nishizawa
- Oh
- Ohta
- Opitz
- Oxenkrug
- Oxenkrug
- Oxenkrug
- Oxenkrug
- Ozkan
- O’Connor
- O’Rourke
- Palanichamy
- Parthasarathy
- Passos
- Pawlak
- Pawlak
- Pellicciari
- Pellicciari
- Pershing
- Pershing
- Peters
- Pfeiffer
- Pflughoeft
- Pierce
- Pilotte
- Platten
- Pocivavsek
- Pocivavsek
- Pocivavsek
- Pongratz
- Poormasjedi-Meibod
- Pérez-Pérez
- Quan
- Radwanski
- Rapoport
- Rebnord
- Reddi
- Reddy
- Reddy
- Refaey
- Rios-Avila
- Ristagno
- Rogers
- Romani
- Rose
- Réus
- Safe
- Sakakibara
- Salazar
- Santhanam
- Sas
- Sas
- Savitz
- Scharfman
- Schimke
- Schroecksnadel
- Schwarcz
- Sekine
- Sekine
- Serbecic
- Sforzini
- Shen
- Shi
- Shi
- Shimizu
- Smith
- Soichot
- Soto
- Speciale
- Speciale
- Speciale
- Stone
- Su
- Sutphin
- Suzuki
- Szász
- Tajti
- Takikawa
- Tang
- Tang
- Tardito
- Tashiro
- Thaker
- Thomas
- Théate
- Toledo-Sherman
- Toma
- Too
- Too
- Torrents
- Torres
- Trecartin
- Trepci
- Triplett
- Trott
- Turska
- Turska
- Turski
- Turski
- Török
- Uwai
- Uyttenhove
- Venkateswaran
- Venkateswaran
- Vitalini
- Vécsei
- Walczak
- Walczak
- Walker
- Wang
- Wang
- Weinstein
- Werner
- Werner-Felmayer
- Whiley
- Widner
- Wirthgen
- Wolf
- Wolf
- Wolf
- Wolowczuk
- Wu
- Wu
- Yamamoto
- Yamamoto
- Yamazaki
- Yarbrough
- Yılmaz
- Yılmaz
- Yu
- Yuasa
- Zang
- Zhang
- Zhang
- Zhang
- Zhang
- Zhang
- Zhang
- Zhang
- Zhang
- Zhang
- Zhao
- Zhou
- Zinellu
- Zinellu
- Zádori
- Publication venue
- 'Elsevier BV'
- Publication date
- Field of study
SARS-CoV-2 vaccination modelling for safe surgery to save lives: data from an international prospective cohort study
- Author
- Aamir Junaid
- Abaalkhail Muath
- Ababneh Adnan
- Ababneh Hazim
- Ababneh Laila
- Ababneh Roba
- Abad-Motos Ane
- Abaker Mussab
- Abary Ryan
- Abass Adam
- Abate Emmanuele
- Abayomi Olukayode
- Abazeed Alaa
- Abbad Bader
- Abbadessa Francesco
- Abbadi Osaid
- Abbakar Malaz
- Abbas Ahmed
- Abbas Alzhraa
- Abbas Asad
- Abbas Aya
- Abbas Jihad
- Abbas Manzar
- Abbas Mohammad
- Abbas Omer
- Abbasov Aykhan
- Abbo Olivier
- Abbott Daniel
- Abbott Tom
- Abboud Omar
- Abd Waleed
- Abd-Elkariem Ahmed
- Abd-Elsalam Sherief
- Abdalah Ahmad
- Abdalhadi Alya
- Abdalla Ahmed
- Abdalla Eman
- Abdalla Samir
- Abdalla Shimaa
- Abdalla Siddig
- Abdallah Emne
- Abdallah Ghaida
- Abdallah Lubna
- Abdallah Munir
- Abdallah Murad Al
- Abdallah Rasha
- Abdalnour Hani
- Abdeen Bashar
- Abdeewi Saedah
- Abdeh Louai
- Abdel-Aleem Mahmoud
- Abdel-Elsalam Wafaa
- Abdel-Fattah Areej
- Abdel-Fattah Nour
- Abdel-Hafez Ibrahim
- Abdelaal Abdelrahman
- Abdelaty Ahmed Adel
- Abdelazeem Khaled
- Abdelaziz Areej
- Abdelaziz Mohammed
- Abdelbagi Mohamad
- Abdelbaset Abouelnour
- Abdeldayem Hesham
- Abdelfattah Mahmoud
- Abdelgadir Alwaleed
- Abdelgalel Khaled
- Abdelghafar Moslem
- Abdelhafez Mohammed
- Abdeljalil Abdelkarim
- Abdelkabir Mohammed
- Abdelkareem Mohamed
- Abdelkarem Mohamed
- Abdelkarim Mostafa
- Abdelkhalek Mohamed
- Abdellah Fatima
- Abdelmajeed Ahmed
- Abdelmalik Abubaker
- Abdelmawla Ahmed
- Abdelrahman Abdelrahman
- Abdelrahman Haneen
- Abdelraouf Ali
- Abdelsamed Ahmed
- Abdelwahab Omar
- Abderrazaq Hafni
- Abdissa Desalegn
- Abdo Adnan Sayid
- Abdou Hossam
- Abdou Mostafa
- Abdoun Meriem
- Abdow Mohammad
- Abdrabou Ahmed
- Abdualqader Mahmmoud
- Abdul-Jabar Hani
- Abdul-Mumin Alhassan
- Abdulaal Safaa
- Abdulateef Omar
- Abdulfattah Ammar Yasser
- Abdulkareem Amal
- Abdull Mohammed
- Abdullaev Abakar
- Abdullah Abdullah
- Abdullah Bahiyah
- Abdullah Duha Milad
- Abdullah Muhammad Tariq
- Abdullah Nabila
- Abdullah Saleha
- Abdullah Shahbaz
- Abdullaha Lamess
- Abdullahi Alhassan
- Abdullahi Habiba
- Abdullahi Lawal
- Abdullahi Mohammed Kabir
- Abdullahi Sani
- Abdullahi Yasir Younis
- Abdulmalek Abdulmalek
- Abdulmalik Abdulmuez
- Abdulmohsen Ahmed
- Abdulqawi Nabil
- Abdulrahem Abdullah
- Abdulrahman Mamuda
- Abdulrahman Mohamed
- Abdulrahman Taha
- Abdulsalam Albaraa
- Abdulsalam Fareed
- Abdulsalam Khalifa
- Abdulsalam Moruf
- Abdulwahab Taiceer
- Abdulwahed Eman
- Abdunabi Murad
- Abdur-Rahman Lukman
- Abdurab Ebrahim
- Abdurehman Oumer
- Abdurrazzaaq Abdussemee
- Abdus-Salam Rukiyat
- Abdussalam Hameedat Opeyemi
- Abe Anthonia
- Abe Nobutsugu
- Abe Tatsuro
- Abebe Engida
- Abebe Kirubel
- Abebe Metasebia
- Abebe Nebyou
- Abebrese John Tabiri
- Abed Arsan Abu
- Abed Francisco
- Abed Haneen
- Abed Laith Abu
- Abedalqader Lina
- Abedin Yasmin
- Abel Joel Reuben
- Abel Livingston
- Abel Mary Kathryn
- Abelevich Alexander
- Abella Andrei Cesar
- Abichou Wijden
- Abid Rubaba
- Abiodun Adekunle
- Abiola Olajide
- Abiola Paul
- Abiyere Henry
- Aboalsamh Ghaleb
- Aboazamazem Hajir
- Abodeeb Aya
- Aboelkhel Roger
- Abojeila Farah
- Abosamak Nour Eldin
- Abosnaina Yahya
- Abostate Ahmed
- Abou-Abbass Hussein
- Abou-Khalil Jad
- Abouassi Layth
- Abouassi Majd
- Aboubakr Samar
- Aboubeirah Mohammed
- Abouelazayem Mohamed
- Abouelnagah Galal
- Abouelnagah Yossof
- Aboutaleb Shereen
- Aboutrab Ayham
- Abouzid Amr
- Abozied Hesham
- Abraham Bejoy
- Abrahams Jenevive
- Abramowicz Shelly
- Abrate Alberto
- Abreha Tassew
- Abrha Teklebirhan
- Abu-Arish Hamdoon
- Abu-Eisheh Basil
- Abu-Ishkerih Nizar
- Abu-Ismail Luai
- Abu-Libdeh Tareq
- Abu-Mehsen Marah
- Abu-Zaid Ahmed
- Abualteen Faisal
- Abuawad Carla
- Abubakar Abdullah
- Abubakar Ahmed
- Abubakar Mohammed Kabir
- Abubakr Abubakr
- Abubakr Asmaa
- Abubeih Hossam
- Abud Burçin
- Abudari Hadeel
- Abudher Abdulhafid
- Abuhamour Ehab
- Abuissa Khatab
- Abukhadra Mahmoud
- Abukhalaf Sadi A
- Abukhater Muhammad
- Abulafia Daniel
- Abuleil Amro
- Abulshuwashi Nayrouz Abdullah
- Abumahara Saleh
- Abunawas Huthifa
- Aburahmah Mohammad
- Aburayyan Fatima
- Aburima Sarah
- Abusabeib Abdelrahman
- Abusadah Samer
- Abusalem Marwa
- Abusannoga Malek
- Abushahma Ahmed Omar
- Abutaka Ahmad
- Abutaleb Malak
- Abuzaina Khalil
- Acatrinei Eduard
- Accarino Giulio
- Accorsi Guilherme
- Acharya Hriday
- Acharya Metesh
- Acharya Shivanie
- Achimas-Cadariu Patriciu
- Ackermann Travis
- Acosta Jesus
- Acosta Maria
- Acosta Yancy
- Acosta Úrsula
- Acquaye Jane
- Acra-Tolari Ricardo
- Acuña Gastón
- Adam John
- Adamala Soujanya
- Adamina Michel
- Adamoli Laura
- Adams Katie
- Adapa Akshath
- Addas Bassam
- Adebajo Emmanuel
- Adebanjo Ademola
- Adebara Idowu
- Adebayo Olaolu
- Adebayo Sikiru A
- Adeboyejo Oluwaseun
- Adegbola Samuel
- Adel Dina
- Adelaja Aderinsola
- Adeleye Amos
- Adeli Seyyed Hassan
- Adem Ephrem
- Ademola Samuel
- Ademuyiwa Adesoji
- Adeniran Abimbola
- Adeniran Abiodun
- Adeniyi Adebayo
- Adenwalla Mehjabeen
- Aderogba Adeleke Akeem
- Aderounmu Adewale
- Adesanya Opeoluwa
- Adesina Oluwaseyi
- Adesola Muideen
- Adeyemo Olabisi
- Adeyeye Ademola
- Adham Ibrahim
- Adi Hussam
- Adiamah Alfred
- Adikaibe Valentine
- Adil Md Tanveer
- Adisa Adewale
- Aditianingsih Dita
- Adjeso Theophilus
- Adlan Alsafe
- Adler Tina
- Admasu Azarias
- Adofo-Asamoah Yvonne
- Adrees Mohammed
- Adrianzén Marcos
- Adu-Aryee Nii Armah
- Aduse-Poku Maame
- Advani Rajeev
- Adze Joel
- Aeed Majed
- Afaque Syed Nayyar
- Afifi Amgad
- Afifi Eman
- Afifi Nermeen
- Afify Abdelrahman
- Afolabi Abdulrahman O
- Afolabi Akinwale
- Afolabi Bosede
- Afshar Salim
- Aftab Raiyyan
- Afuwape Oludolapo
- Afzal Ameer
- Afzal Maimoona
- Afzal Mohamed
- Afzal Muhammad Farooq
- Afzal Sadia
- Agalianos Christos
- Agapov Mikhail
- Agarwal Anjoo
- Agarwal Arnav
- Agarwal Gaurav
- Agarwal Ketan
- Agarwal Sunny
- Agarwal Varun
- Agastra Ervis
- Agbadebo Mouhamed
- Agbaje Ademola
- Agbedinu Kwabena
- Agbeko Anita Eseenam
- Agbeno Evans Kofi
- Agboadoh Nelson
- Agbonrofo Peter
- Ageeli Mohammed
- Aggarwal Gaurav
- Aggarwal Manisha
- Aggarwal Sonali
- Aghababyan Kristina
- Aghadi Ifeanyi
- Aghalarov Ilgar
- Aghamaliyev Ughur
- Aghayeva Afag
- Aghazadeh Kayvan
- Agida Eyaofun
- Agnes Annamaria
- Agnes Salvatore
- Agoncillo Anika Johanna
- Agossou Hermann
- Agrawal Amit
- Agrawal Mansi
- Agrawal Rachit
- Agrawal Sanjit Kumar
- Agrawal Tulika
- Agro Felice Eugenio
- Aguado Héctor J
- Aguayo Omar
- Aguilar Ana
- Aguilar Ruben
- Aguilera-Arevalo Maria-Lorena
- Aguinagalde Borja
- Aguirre Asier
- Aguzzoli Lorenzo
- Agyapong Meshach Manu
- Agyei Fareeda
- Agyeman-Duah Nana Kwaku
- Agyemang-Prempeh Akosua
- Agyen Thomas
- Ahamed Waseem
- Ahangari Roghayyeh
- Aherne Thomas
- Ahlaou Hamza
- Ahluwalia Saravpreet
- Ahmad Afaf
- Ahmad Ahmad Mustafa
- Ahmad Aline
- Ahmad Amer
- Ahmad Ashfaq
- Ahmad Aya
- Ahmad Basel
- Ahmad Fateen
- Ahmad Jameel Ismail
- Ahmad Maleeha
- Ahmad Manzoor
- Ahmad Misbahu
- Ahmad Mohamad
- Ahmad Muzaffar Ahmad
- Ahmad Niarah
- Ahmad Qamar Ashfaq
- Ahmad Quazi
- Ahmad Reyaz
- Ahmad Rofida
- Ahmad Saad Bilal
- Ahmad Shabir
- Ahmad Shahrukh
- Ahmad Sheraz
- Ahmad Siddique
- Ahmad Tareq
- Ahmad Zeeshan
- Ahmadi Navid
- Ahmadi Sayedali
- Ahmadvand Ali
- Ahmed Abdelkareem
- Ahmed Abdullah
- Ahmed Abedelrahman
- Ahmed Ahme
- Ahmed Aishah
- Ahmed Aminat Olayinka
- Ahmed Arooj
- Ahmed Ayman
- Ahmed Azaz
- Ahmed Ehsan
- Ahmed Faazil
- Ahmed Faryal
- Ahmed Ghazia
- Ahmed Haseeb
- Ahmed Hassaan
- Ahmed Idrees
- Ahmed Iffat
- Ahmed Irshad
- Ahmed Islam
- Ahmed Jawad
- Ahmed Kaleem
- Ahmed Khalid
- Ahmed Maira
- Ahmed Malik Shakeel
- Ahmed Manhal
- Ahmed Mariam
- Ahmed Moaiad Eldin
- Ahmed Mohamme
- Ahmed Muhammed
- Ahmed Nasir
- Ahmed Nauman
- Ahmed Omar
- Ahmed Safia
- Ahmed Sara
- Ahmed Shahnoor
- Ahmed Shakil
- Ahmed Sheraz
- Ahmed Waheed-Ul-Rahman
- Ahmed Waqas
- Ahmed Zubair
- Ahmedin Mahlet
- Ahsan Kunwar Armash
- Ahseen Naeimah
- Ahtash Abdurahman
- Aidarov Askar
- Aigner Felix
- Aiken Taylor
- Ailabouni Ramez
- Aimé Adeline
- Aiolfi Alberto
- Airoldi Angelo
- Aisuodionoe-Shadrach Oseremen
- Aitken Jake
- Aizza Giada
- Ajab Shereen
- Ajagha Okeoghene
- Ajai Olalekan
- Ajaj Hatem
- Ajami Dany
- Ajao Akinlabi
- Ajayi Adekunle
- Ajayi Peter
- Ajcip Gaby
- Ajekwu Samuel
- Ajekwu Temitope
- Aji Narjiss
- Aji Sani Ali
- Ajibola Hafees
- Ajiboye Olalekan
- Ajlan Abdulrazag
- Ajmi Ghadeer Al
- Ajmi Khalil Al
- Ajomah Nadia
- Akaba Godwin
- Akadh Ali
- Akalin Murat
- Akani Chris
- Akanni Bolaji
- Akbar Ali
- Akbar Bilal
- Akbar Hazrat Akbar
- Akbari Amir Ali
- Akbas Ahmet
- Akdeniz Yesim
- Akeel Nouf
- Akgor Utku
- Akhavizadegan Hamed
- Akhbari Melika
- Akhtar Amina
- Akhtar Fahad
- Akhtar Muhammad Adeel
- Akhtar Muhammad Shaheer
- Akhtar Munazza
- Akhtar Naseem
- Akhtar Tasleem
- Akhund Ramsha
- Akiely Jehad
- Akililu Yemisirach Bizuneh
- Akin Emrah
- Akinajo Opeyemi
- Akindoyin Success
- Akinloa Olufemi
- Akinmade Akinola
- Akinsola Sanusi
- Akinyemi Tosin
- Akkour Khalid
- Akl Michel
- Aklilu Abenezer Tirsit
- Akmercan Ahmet
- Akpla Marcellin
- Akpoghor Oghenevwegba
- Akram Shahzad
- Aktaa Nazeeh Al
- Akthar Farah
- Aktimur Yunus Emre
- Akulaev Anton
- Akyol Cihangir
- Akça Oktay
- Akçay Mertcan
- Al Aggeliki
- Al Aya Abdul
- Al-Abri Rashid
- Al-Absi Emad
- Al-Adwan Sofian
- Al-Ameri Saba
- Al-Atiyah Hussam
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- Rahman Norhafiza
- Raisi Amani Al
- Rashed Asmaa Al
- Rego Juliana Almeida
- Riaz Shujat Ahmed
- Riobello Eva Andreu
- Riyami Nihal Al
- Riyami Salim Al
- Ros Conrado Andrés
- Roselló Irene Vives
- Rubio Eva Corral
- Rueda Ignacio Alcalá
- Saad Sarah Ahmed
- Sabti Hilal Al
- Saez Iago Alvarez
- Saied Ghiath Al
- Salam Omar Abdul
- Salama Ibrahim Abdelkader
- Sanany Ghadeer Al
- Santos Daniel Costa
- Sayed Mohamed Al
- Sebastian Isabel Alonso
- Shaalah Ahmed Abdullah
- Shaibi Maha Al
- Shaikh Shafqat Ali
- Shanab Ahmed Abo
- Sharie Ahmed Al
- Shukri Asmaa Al
- Simoes Joana
- Smadi Omar Al
- Soares Rui Costa
- Soucheiron Maria Coronas
- Subaie Saud Al
- Suyyagh Kais Al
- Tarieh Ammar Abu
- Torres Eva Alvarez
- Victoria Czarlo Dela
- Villamayor Verónica Alen
- Vinayagam Raman
- Vincenti Cara
- Vincenzi Matteo
- Vinz Franziska
- Violante Tommaso
- Violas Philippe
- Violette Mukanyange
- Viotti Fabio
- Virdi Amrita
- Virgilio Edoardo
- Virgincar Ashwini
- Virta Ville P
- Viscido German
- Vishnoi Jeewan Ram
- Vishwakarma Sunil Kumar
- Vishwani Vartika
- Vissapragada Ravi
- Viste Claire
- Viswanath Yks
- Vitowanu Julius
- Viveiros Octavio
- Viveros-Carreño David
- Vives Inmaculada
- Vives-Barquiel Marian
- Vivian-Taylor Josephine
- Vix Michel
- Vlad Ioan Catalin
- Vlad Schitcu
- Vladimir Novgorodskii
- Vleminckx Nils
- Vo Uyen Giao
- Vogel Jon
- Vogel Keianna
- Vogel Rachel
- Vogelsang Holger
- Vogler Thomas
- Vogt Kelly
- Vohra Ravinder
- Vokshi Ismail
- Volkova Olga
- Volpe Gustavo Jardim
- Volpin Enrico
- Volpin Francesco
- von Ehrlich-Treuenstätt Viktor H
- von Renesse Janusz
- von Rundstedt Friedrich-Carl
- Voonna Murali Krishna
- Voppuru Saiesh Reddy
- Vora Sameer
- Voros Peter
- Vosoughi Fardis
- Vossler Kristen
- Vounckx Manon
- Vourganti Srinivas
- Vovola Fernanda
- Vozian Marin
- Vrakopoulou Gavriella Zoi
- Vömel Jacob
- Wadei Hajr Al
- Yahya Zakaria Al
- Zahran Mohammed
- Zahrani Attiya Al
- Zahrani Turki Ai
- Zaid Muna
- Zein Zeina Al
- Álvarez Sofia
- Älgå Andreas
- Publication venue
- 'Oxford University Press (OUP)'
- Publication date
- 01/01/2021
- Field of study
Background: Preoperative SARS-CoV-2 vaccination could support safer elective surgery. Vaccine numbers are limited so this study aimed to inform their prioritization by modelling.
Methods: The primary outcome was the number needed to vaccinate (NNV) to prevent one COVID-19-related death in 1 year. NNVs were based on postoperative SARS-CoV-2 rates and mortality in an international cohort study (surgical patients), and community SARS-CoV-2 incidence and case fatality data (general population). NNV estimates were stratified by age (18-49, 50-69, 70 or more years) and type of surgery. Best- and worst-case scenarios were used to describe uncertainty.
Results: NNVs were more favourable in surgical patients than the general population. The most favourable NNVs were in patients aged 70 years or more needing cancer surgery (351; best case 196, worst case 816) or non-cancer surgery (733; best case 407, worst case 1664). Both exceeded the NNV in the general population (1840; best case 1196, worst case 3066). NNVs for surgical patients remained favourable at a range of SARS-CoV-2 incidence rates in sensitivity analysis modelling. Globally, prioritizing preoperative vaccination of patients needing elective surgery ahead of the general population could prevent an additional 58 687 (best case 115 007, worst case 20 177) COVID-19-related deaths in 1 year.
Conclusion: As global roll out of SARS-CoV-2 vaccination proceeds, patients needing elective surgery should be prioritized ahead of the general population
ISARIC-COVID-19 dataset: A Prospective, Standardized, Global Dataset of Patients Hospitalized with COVID-19
- Author
- A M Udara Lakshan Attanyake
- Aasiyah Rashan
- Aasiyah Rashan 9
- Aasmine Kaur
- Abdulrahman Al-Fares
- Abhijit Duggal
- Abi Beane 10
- Abid Khatak
- Abigail Beane
- Adam Ali
- Adam Betz
- 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
- Aidan Burrell
- Ailbhe Cullen
- Ailbhe Hayes
- Aine McCarthy
- Aine McElroy
- Aisha Kalsoom Mufti
- Aisling Gavin
- Aisling Murphy
- Akram Zaaqoq
- Al-Awwab Dabaliz
- Alan Hartman
- Alasdair Nazerali-Maitland
- Albert Groenendijk
- Alberto Cucino
- Alberto Sotto
- Alberto Uribe
- Alberto Zanella
- Albertus Beishuizen
- Aldo Rafael
- Aldric Manuel
- Alejandro Martin-Quiros
- Aleksander Rygh Holten
- Aleksandr Beljantsev
- Alessandra Martinelli
- Alessandra Notari
- Alex Browne
- 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
- Alfredo Antonio Chetta
- Ali Abbas
- Ali Ait Hssain
- Ali Hachemi
- Ali Liaquat
- Ali Raza
- Alice Bogaarts
- Alicia Gonzalez
- Alif Adlan Mohd Thabit
- Alina Kalicinska
- Alison M Meynert
- Alistair Nichol
- Allegra Chatterjee
- Allison McGeer
- Alpha Diallo
- Alphonsine Diouf
- Amanda Corley
- Amanda Palacios
- Amanda Rojek
- Amanda Rojek 5
- Amandine Gagneux-Brunon
- Amar Bhatt
- Ami Stuart
- Amiel A Dror
- Amin Khawaja
- Amina Meziane
- Amirul Asyraf
- Amna Faheem
- Amy Hackmann
- Amy Lester-Grant
- Amy Stone
- Amélie Valran
- Ana Aroca
- Ana Catarino
- Ana Chora Sousa
- Ana da Silva Filipe
- Ana Freitas Ribeiro
- Ana Isabel de Pinho Oliveira
- Ana L Rios
- Ana Luiza Valle
- Ana Marques
- Ana Martins
- Ana Motos
- Ana Raquel Maia
- Anais Rampello
- Anand Thakur
- Anant Kataria
- Anatoliy Gavrylov
- Anca Streinu-Cercel
- Anders Benjamin Kildal
- Anders Benteson Nygaard
- Anders Tveita
- Andra-Maris Post
- Andre Real
- Andrea Angheben
- Andrea Cortegiani
- Andrea Dell'Amore
- Andrea Dias
- Andrea Kelly
- Andrea Rossanese
- Andrea Ticinesi
- Andrea Villoldo
- Andreas Lind
- Andrew Acker
- Andrew Dagens
- Andrew Dagens 5
- Andrew Hershey
- Andrew Law
- Andrew Letizia
- Andrew Udy
- Andrey A Svistunov
- Andriy Bal
- André Cabie
- André Dias
- André Roberto
- Andrés Orquera
- 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 Ho
- 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
- Arne Søraas
- Arsalan Rahutullah
- Arshad Taqi
- Arsène Kpangon
- Arthur Garan
- Ary Serpa Neto
- Asad Usman
- Asami Ito
- Asfia Sultana
- Asgar Rishu
- Ashraf Sheharyar
- Asim Rana
- Asma Moin
- Astarini Hidayah
- Atif Siddiqui
- Attaur Rehman
- Audrey Barrelet
- Audrey Dubot-Pérès
- 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
- Bairbre McNicholas
- Bambang Pujo Semedi
- Barbara Wanjiru Citarella
- Barbara Wanjiru Citarella 5
- Basanta Gauli
- Basri Mat Nor
- Bato Hammarström
- Beathe Kiland Granerud
- Beatrice Alex
- Beatriz Amorim Beltrão
- Ben Morton
- Benedict Sim Lim Heng
- Benigno Ferreira
- Benjamin Bach
- Benjamin Lefevre
- Benjamin Smood
- Benjamine Sarton
- Benoit Visseaux
- Benoît Roze
- Benoît Thill
- Bernard Cholley
- Bernardo Neves
- Bernhard Roessler
- Bertrand Dussol
- Bharath Kumar Tirupakuzhi Vijayaraghavan
- Bianca Boxma
- Bianca DeBenedictis
- Biing Horng Lee
- Birgitte Stiksrud
- Blake Mergler
- Blandine Rammaert
- Bouchra Loufti
- Bountoy Sibounheuang
- Brenda Molloy
- Brenda Reeve
- Brian Marsh
- Brigid Flynn
- Brigitte Elharrar
- Briseida Parra
- Bronner P Gonçalves
- Bronner P Gonçalves 5
- Bruno Levy
- Bruno Lina
- Bruno Pastene
- Bruno Sarmento Banheiro
- Bryan Whelan
- Budha Charan Singh
- Bénédicte Lefebvre
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- Calvin Wong
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- Caren Friedrich
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- Carla Eira
- Carlo Ferrari
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- Carlos Lumbreras Bermejo
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- Carlos Pimentel
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- Carola Pierobon
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- Carolline Araujo
- Carrol Gamble
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- Cassie Lawrence
- Catarina Pires
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- Caterina Caminiti
- Catherine A Shaw
- Catherine Blier
- Catherine Chakveatze
- Catherine Chirouze
- Catherine L Hough
- Catherine Marquis
- Catherine Motherway
- Cecile Azoulay
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- Chamira Kodippily
- Chan Chee Eng
- Chantre Lima
- Charbel Maroun Eid
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- Charles Crepy D'Orleans
- Charline Vauchy
- Charlotte Salmon Gandonniere
- Charlotte Summers
- Cheryl Bartone
- Chian Hui Yeoh
- Chiara Robba
- Chiara Simona Cardellino
- Chiara Vitiello
- Chih-Hsien Wang
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- Christel Arnold-Day
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- Christelle Delmas
- Christelle Paul
- Christelle Tual
- Christian Buesaquillo
- Christian Prebensen
- Christian Rabaud
- Christiana Kartsonaki
- Christiana Kartsonaki 5
- Christl A Donnelly
- Christophe Fraser
- Christophe Rapp
- Christopher A Green
- Christy Kay
- Claire Andrejak
- Claire Foley
- Claire Kelly
- Claire Levy-Marchal
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- Clara Flateau
- Clara Mouton Perrot
- Clare Jackson
- Clarice Tanaka
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- Clark D Russell 8
- Clark Owyang
- Claudia Bianco
- Claudia Figueiredo-Mello
- Claudia Milena Orozco-Chamorro
- Claudia Montes
- Claudia Sepulveda
- Claudina Cruz
- Claudine Badr
- Claudio Duarte Fonseca
- Cleide Barrigoto
- Clotilde Allavena
- Clément Le Bihan
- Coca Necsoi
- Coilin Smyth
- Colin McArthur
- Colin McCloskey
- Coline Jaud-Fischer
- Colleen Curran
- Conar O'Neil
- Coralie Khan
- Coralie Tardivon
- Corine Delsing
- Corinne Daniel
- Cornelius Rau
- Courtney Greene
- Craig French
- Cristina De Rose
- Cristinava Vajdovics
- Cynthia Alegre
- Cynthia Braga
- Cyril Cadoz
- Cyril Le Bris
- Cécile Goujard
- Cécile Mear-Passard
- Cécile Tromeur
- Cécile Yelnik
- Cédric Joseph
- Cédric Laouénan
- Céline Dorival
- Céline Ficko
- Céline Michelanglei
- César Vieira
- Dafsah Juzar
- Dag Henrik Reikvam
- Daisuke Kasugai
- Dalia Lopez-Colon
- Damien Bouhour
- Dan Meyer
- Daniel Glikman
- Daniel Haber
- Daniel Herr
- Daniel Ivulich
- Daniel Marino
- Daniel Mathieu
- Daniel Munblit
- Daniel Perez
- Daniel Vidali Fryer 6
- Daniela Guerreiro
- Danielle Jaafar
- Danilo Buonsenso
- Danoy Chommanam
- Darakhshan Kanwal
- Dario Sinatti
- Darren Dahly
- Darshana Hewa Kandamby
- Dave Nagpal
- David Bellemare
- David Dean
- David L Robertson
- David Maslove
- David Molina
- David Richardson
- David S Y Ong
- David Stuart
- David Thomson
- David Zucman
- Davide Chiumello
- Dawn Higgins
- Debby Bogaert
- Decy Subekti
- Deepak Vijayan
- Deepali Kumar
- Deepashankari Suppiah
- Dehbia Benkerrou
- Deirdre Flynn
- Delphine Bachelet
- Delphine Bergeaud
- Delphine Lariviere
- Demetrios Kutsogiannis
- Denis Butnaru
- Denis Garot
- Denis Malvy
- Denisa Khoo
- Denise Battaglini
- Denise Foster
- Denise Jaworsky
- Denise Richardson
- Denisse Bazan Dow
- Derbrenn OConnor
- Desy Rusmawatiningtyas
- Detlef Kindgen-Milles
- Dewi Guellec
- Diana Adrião
- Diana Póvoas
- Diane Descamps
- Diane Ponscarme
- Didier Laureillard
- Diego Bastos Porto
- Diego de Mendoza
- Diego Fernando Bautista Rincon
- Diego Franch-Llasat
- Diego Rolando Morocho Tutillo
- Dimitra Melia Myrodia
- Dinesh Kuriakose
- Diogo Borges
- Diogo Lopes
- Diptesh Aryal
- Djura Piersma
- Domenico Luca Grieco
- Dominic So
- Dominique Deplanque
- Dominique Luton
- Dori-Ann Martin
- Dorothea Rosenberger
- Dorothy Breen
- Dounia Bouhmani
- Douwe F Postma
- Dr Rajesh Mohan Shetty
- Drashti Patel
- Dubravka Supic
- Duc Nguyen
- Duong Bich Thuy
- Dwi Utomo Nusantara
- Dyah Kanyawati
- Dzawani Muhamad
- Ebenezer Rabindrarajan
- Edel Meaney
- Eder Caceres
- Edmund Manning
- Edouard Soum
- Edward Wilson Grandin
- Edwin Fernando Paredes Oña
- Efstathia Mihelis
- Eglantine Ferrand Devouge
- Egle Saviciute
- Eibhilin Higgins
- Eka Airlangga
- Eka Yudha Lantang
- Elaine Conway
- Elaine Gilroy
- Elaine McPartlan
- Elena Gallego Curto
- Elena Molinos
- Elena Ranza
- Elias Iosifidis
- Elisa Demonchy
- Elisabeth Adam
- Elisabeth Botelho-Nevers
- Elisabetta Spinuzza
- Elise Artaud-Macari
- Elizabeth Ashley
- Ellen Shadowitz
- Elodie Curlier
- Elsa Nyamankolly
- Else Quist-Paulsen
- Ema Leal
- Eman Al Qasim
- Emanuele Durante-Mangoni
- Emily Martin
- Emily Neumann
- Emily Somers
- Emma C Thomson
- Emma Clarke
- Emma Costigan
- Emmanuel Roilides
- Emmanuelle A Dankwa
- Emmanuelle Denis
- Emmanuelle Mercier
- Enrico Adriano
- Eric D'Ortenzio
- Eric Delaveuve
- Eric Gnall
- Eric Oziol
- Eric Senneville
- Erica Bak
- Erlina Burhan
- Erni Nelwan
- Ernita Akmal
- Erwan Fourn
- Erwan L'Her
- Esteban Garcia-Gallo
- Esteban Garcia-Gallo 1
- Ethan Kurtzman
- Etienne De Montmollin
- Eva Geraud
- Eva Miranda Marwali
- Eva Stolz
- Eve Defous
- Evelyne Kestelyn
- Evert-Jan Wils
- Ewa Talarek
- Ewen M Harrison
- Eyrun Floerecke Kjetland Kjetland
- Eyvind W Axelsen
- Fabian Patauner
- Fabio Guarracino
- Fabio S Taccone
- Fabrice Laine
- Fakhir Haidri
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- Farah Nadia Mohd-Hanafiah
- Farah Nadiah Bidin
- Federica Fogliazza
- Federica Garofalo
- Federico D'Amico
- Felwa Bin Humaid
- Fernando Augusto Bozza
- Fernando Maltez
- Fernando Rainieri
- Ferran Roche-Campo
- Ferruccio Mele
- Filipa Brás Monteiro
- Filipa Cardoso
- Filipa Sequeira
- Filipe Cardoso
- Filomena Boccia
- Fiona Griffiths
- Fionnuala O Brien
- Firouzé Bani-Sadr
- Florence Jego
- Florent Peelman
- Florentia Kaguelidou
- Flávio Marino
- France Mentré
- Francesca Carlacci
- Francesco Rausa
- Francisco Arancibia
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- Frank Manetta
- Frank Olav Pettersen
- François Angoulvant
- François Bissuel
- François Bompart
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- François Goehringer
- François Lamontagne
- François Lellouche
- François Martin Carrier
- François Téoulé
- François-Xavier Catherine
- François-Xavier Ferrand
- François-Xavier Lescure
- Fredrik Müller
- Frédérick D'Aragon
- Félix Djossou
- G Argin
- Gabriel Macheda
- Gabriel Suen
- Gabriele Sales
- Gabrielle Ragazzo
- Gail Carson
- Galyna Kutsyna
- Gamage Dona Dilanthi Priyadarshani
- Gan Ee Xian
- Ganesh Kumar
- Gary Leeming
- Gary Schwartz
- Gayatri Vishwanathan
- Gayle Carney
- Gennaro Martucci
- Geoffrey Liegeon
- Georges Le Falher
- Georgios Pollakis
- Ger Curley
- Geraldine Goco
- Gerard Curley
- Gezy Giwangkancana
- Ghulam Rasheed
- Giacomo Grasselli
- Gianluigi Li Bassi
- Giles J Peek
- Gilles Peytavin
- Gillian de Loughry
- Giorgia Montrucchio
- Giorgio Economopoulos
- Giovanna Occhipinti
- Giovanna Panarello
- Giri Shan Rajahram
- Gitte Van Twillert
- Giulia Bertoli
- Giuliano Michelagnoli
- Giulio Giovanni Cavalli
- Giuseppe Foti
- Giuseppe Maglietta
- Gloria Crowl
- Graham S Cooke
- Grazielle Viana Ramos
- Gregory Purcell
- Gretchen Lemmink
- Gry Kloumann Bekken
- Grégory Corvaisier
- Gugapriyaa Muyandy
- Guillame Louis
- Guillaume Lingas
- Guillaume Martin-Blondel
- Guillermo Giordano
- Guillermo Maestro de la Calle
- Guylaine Castor-Alexandre
- Gwenaël Le Moal
- Gwenhaël Colin
- Gyan Sandhu
- Ha Sha Lene
- Haider Hirkani
- Haixia Shi
- Hajnal-Gabriela Illes
- Hanan Fateena
- Hanna Jung
- Hanna Renk
- Hannah Habraken
- Hannah Keane
- Hannah Visser
- Hans Martin Bosse
- Harald Vonkeman
- Harrison Kihuga
- Hashmi Madiha
- Hassan Tawfik
- Hayato Taniguchi
- Hayley Hardwick
- Hazel Bergin
- Heidi Ammerlaan
- Heidi Dalton
- Heidi Gruner
- Helen Doherty
- Helen Tuite
- Helena Barrasa
- Hem Paneru
- Heng Gee Lee
- Henk Vanoverschelde
- Henrique Mateus Fernandes
- Henry Castrillón
- Hernando Torres-Zevallos
- Hervé Le Nagard
- Hiba Abu Zayyad
- Hiba Zayyad
- Hikombo Hitoto
- Himasha Muvindi
- Himed Musaab
- Hiroaki Hiraiwa
- Hiroaki Shimizu
- Hiroyuki Tanaka
- Hiu Jian Chua
- Hodane Yonis
- Hoi Ping Shum
- Holger Neb
- Hon Shen Png
- Hongru Ren
- Hubert Tessier-Grenier
- Huda Alfoudri
- Huda Taqdees
- Hugo Inácio
- Hugo Miranda-Maldonado
- Hugo Mouquet
- Hugues Aumaitre
- Hugues Cordel
- Husna Begum
- Huynh Trung Trieu
- Hwa Jin Cho
- Hélène Esperou
- Hélène Salvator
- Iam Claire E Sarmiento
- Ida Carroll
- Ignacio Martin-Loeches
- Ikram Houas
- Ilaria Valzano
- Ilka Engelmann
- Ilonka van Veen
- Imran Ali
- Imrana Khalid
- Indrek Rätsep
- Ingrid G Bustos
- Inês Carqueja
- Ioana Grigoras
- Ioannis Trontzas
- Ioannis Xynogalas
- Ionna Deligiannis
- Iqbal Elyazar
- Iqbal Hussain
- Irene Aragao
- Irfan Khan
- Isabel Ferreira
- Isabela Saba
- Isabella Bianchi
- Isabelle Delacroix
- Isabelle Enderle
- Isabelle Fabre
- Isabelle Gorenne
- Isabelle Hoffmann
- Isabelle Michelet
- Isabelle Pironneau
- ISARIC Clinical Characterization Group
- Ithan D Peltan
- Ivo Castro
- J Kenneth Baillie
- J Kevin Baird
- Jack Song Chia
- Jacky Y Suen
- Jacob Magara
- Jacobien Ellerbroek
- Jade Ghosn
- Jae Burm Kim
- Jaganathan Selvanayagam
- Jai Madhok
- Jaime Cruz Rojo
- Jaime Hernandez-Montfort
- Jake Dunning
- Jake Dunning 5
- Jamel Ortoleva
- James Joshua Douglas
- James Lee
- James Lee 5
- James Scott-Brown
- James Vickers
- Jan Cato Holter
- Jan Heerman
- Jan-Erik Berdal
- Jananee Thirumanickam
- Jane Ngure
- Janet Harrison
- Janet Liang
- Janet T Scott
- Jaques Sztajnbok
- Jarne Van Hattem
- Jason Bouziotis
- Javier Maynar
- Javier Osatnik
- Jawad Hameed
- Jean Baptiste Assie
- Jean Christophe Lucet
- Jean Foley
- Jean-Benoît Arlet
- Jean-Charles Gagnard
- Jean-Charles Preiser
- Jean-Christophe Goffard
- Jean-Daniel Lelievre
- Jean-François Payen
- Jean-François Timsit
- Jean-Luc Diehl
- Jean-Marc Chapplain
- Jean-Marie Turmel
- Jean-Sébastien Hulot
- Jeanne Sibiude
- Jeanne Truong
- Jee Yan Ong
- Jeff Powis
- Jeffrey Aliudin
- Jeffrey Javidfar
- Jelmer Talsma
- Jennifer Clarke
- Jennifer June
- Jenny Lennon
- Jeronimo Graf
- Jess Gibson
- Jesse Gitaka
- Jia Shyi Loy
- Jia Wei
- Jia Wei 5
- Jillian Deacon
- Jimmy Ming-Yang Hsu
- Jimmy Mullaert
- Jin Yi Goh
- Jo Dalton
- Joan Gómez-Junyent
- Joana Ferrão
- Joanne Downey
- Joao Mendes
- Joaquin Baruch 5
- Joaquín Baruch
- Job van der Palen
- Jodat Saleem
- Johann Auchabie
- Johannes Gebauer
- John Arne Dahl
- John Bourke
- John F Fraser
- John G Laffey
- John Marshall
- Johnny McKeown
- Jolanta Popielska
- Jonathan Bitton
- Jonathan Chua
- Jonathan Crump
- Jonathan Golob
- Jonathan Remppis
- Jonathan Samuel Chávez Iñiguez
- Jordan Zhien Yang Toh
- Jordi Rello
- Jordi Riera
- Jorge Dantas
- Jorge Fernandes
- Jorge Paulos
- Jose Andres Calvache
- Jose I Nunez
- Jose M Mandei
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- Tiphaine Goulenok
- Tiziana Meschi
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- Tomoyuki Endo
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- Toshiki Yokoyama
- Touxiong Yiaye
- Triona Downer
- Tristan Gigante
- Trude Steinsvik
- Tze Vee Soh
- Tze Yuan Tee
- Tânia Sequeira
- Vadim Tieroshyn
- Valentine Campana
- Valeria Balan
- Valeria Balan 5
- Valla Sahraei
- Valérie Gaborieau
- Valérie Garrait
- Valérie Gissot
- Vanessa Sancho-Shimizu
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- Vanina Meysonnier
- Vegard Skogen
- Ventzislava Petrov-Sanchez
- Vicente Souza-Dantas
- Victor Fomin
- Victoria Manda
- Victoria McEneany
- Victoria Shaw
- Vieri Parrini
- Viladeth Praphasiri
- 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
- Volkan Korten
- Véronique Lemee
- Víctor Quirós González
- Waasila Jassat
- Wai Ching Sin
- Walter Picard
- Wan Fadzlina Wan Muhd Shukeri
- Wei Han Hoh
- Wei Shen Lim
- Wendy S Barclay
- William A Paxton
- William Dechert
- William Finlayson
- William Greenhalf
- Wilna Oosthuyzen
- Wim Dieperink
- Wing Yiu Ng
- Xavier Duval
- Xavier Sánchez Choez
- Xin Ci Wong
- Yael Dishon
- Yan Chyi Tan
- Yanay Gorelik
- 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
- Yuli V Fuentes 1
- Yun Sii Ing
- Yuri Kida
- Yusing Gu
- Yvelynne Kelly
- Yves Levy
- Zhang Duan Tham
- Zul Amali Che Kamaruddin
- Zul Fakar
- Zulfiqar Sandhu
- Publication venue
- 'Springer Science and Business Media LLC'
- Publication date
- 01/01/2022
- Field of study
The International Severe Acute Respiratory and Emerging Infection Consortium (ISARIC) COVID-19 dataset is one of the largest international databases of prospectively collected clinical data on people hospitalized with COVID-19. This dataset was compiled during the COVID-19 pandemic by a network of hospitals that collect data using the ISARIC-World Health Organization Clinical Characterization Protocol and data tools. The database includes data from more than 705,000 patients, collected in more than 60 countries and 1,500 centres worldwide. Patient data are available from acute hospital admissions with COVID-19 and outpatient follow-ups. The data include signs and symptoms, pre-existing comorbidities, vital signs, chronic and acute treatments, complications, dates of hospitalization and discharge, mortality, viral strains, vaccination status, and other data. Here, we present the dataset characteristics, explain its architecture and how to gain access, and provide tools to facilitate its use
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
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- Mohanaprasanth Balakrishnan
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- Muhammad Aisar Ayadi Kamaluddin
- Muhammad Ashraf
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- Nasir Khoso
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- Natalie Mc Evoy
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- Nathalie M Delfos
- Nathalie Pansu
- Nathan Peiffer-Smadja
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- Neerusha Kaisbain
- Nekliudov Nikita A
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- Nicholas Rizer
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- Nicholas Yuri Barbosa
- Nick Daneman
- Nicky Van Der Vekens
- Nicolas Benech
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- Nicole White
- Nidyanara Castanheira
- Nik Nur Eliza Mohamed
- Nilar Lwin
- Nina Buchtele
- Nina Jamieson
- Nisreen Shiban
- Nobuaki Shime
- Nobuya Kitamura
- Noor Hidayu Wahab
- Nor Arisah Misnan
- Nor Zaila Binti Zaidan
- Nora Fuentes
- Noémie Mercier
- Noémie Tissot
- Noémie Vanel
- Nuno Germano
- Nuno Martins
- Nur Amira
- Nurnaningsih Nurnaningsih
- Nurul Amani Mohd Noordin
- Nurul Faten Izzati Norharizam
- Nurul Hidayah Mohammad Roslan
- Nurul Najmee Abdulkadir
- Nurul Zaynah
- Obada Yousif
- Odile Launay
- Ogechukwu Menkiti
- Oksana Kruglova
- Olavi Maasikas
- Oleksa Rewa
- Olga Martynenko
- Olguta Lungu
- Olivier Bouchaud
- Olivier Epaulard
- Olivier Lairez
- Olivier Lesens
- Olivier Picone
- Olivier Robineau
- Olivier Sanchez
- Olivier Terrier
- Olliaro Piero L
- Omar Mehkri
- Ong Yiaw Joe
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- Oriane Puéchal
- Orna Ni Choileain
- Oryane Mabiala
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- Oscar Hoiting
- Ouifiya Kafif
- P G Ishara Udayanga
- Pablo Blanco-Schweizer
- Pablo Serrano Balazote
- Paddy Mallon
- Pamela Combs
- Panda Prasan Kumar
- Paola Rodari
- Paolo Cattaneo
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- Parthena Savvidou
- Pascal Granier
- Pathik Dhanger
- Patricia Fontela
- Patricia Gordon
- Patricia Lizotte
- Patricia Patricio
- Patrick Archambault
- Patrick Biston
- Patrick Breen
- Patrick Breen
- Patrick Imbert
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- Patrick Rossignol
- Paul Campbell
- Paul Dunand
- Paul Henri Wicky
- Paul Kambiya
- Paul Klenerman
- Paul Le Turnier
- Paul Loubet
- Paul McNally
- Paul Tierney
- Paul van der Valk
- Paula Custodio
- Pauline Caraux-Paz
- Pauline Yeung Ng
- Pawel Twardowski
- Pedrera Jiménez Miguel
- Pedro Faria
- Pedro Povoa
- Perren J Cobb
- Peter de Vries
- Peter Doran
- Peter Kiiza
- Peter Openshaw
- Peter S Timashev
- Peter Van der Voort
- Petr Glybochko
- Petrovic Michele
- Phil Gallagher
- Philippe Jouvet
- Philippine Eloy
- Phoebe Ampaw
- Piero Valentini
- Pierre Delobel
- Pierre Jaquet
- Pierre Tattevin
- Pierre-Adrien Bolze
- Pierre-François Sandrine
- Pierre-Marc Villeneuve
- Pierre-Marie Roger
- Pieter Depuydt
- Piret Sillaots
- Pleun Terpstra
- Polina Bugaeva
- Pompini Agustina Sitompul
- Pooja Varghese
- Pramesh Sundar Shrestha
- Pranya Sakiyalak
- Pratap Karpayah
- 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
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- Rosario Maria Torres Santos-Olmo
- Ross Hendry
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- Roxane Courtois
- Rozanah Abd Rahman
- Rui Gomes
- Rui Pereira
- Rumaisah Satyawati
- Rupert Higgins
- Ruth Jimbo-Sotomayor
- Ruth Lyons
- Ruth N Jorge García
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- Ryan Khoo
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- Ryuzo Abe
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- Sarah Moore
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- Shaunagh Browne
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- Silvia Lourenco
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- 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
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- Stephanie Nonas
- Stephanie Roberts
- Stephanie Yerkovich
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- Streinu-Cercel Anca
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- Stéphane Lasry
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- Stéphanie Cousse
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- Subbarao Elapavaluru
- Subhash Acharya
- Sudhir Krishnan
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- Surain Raaj Thanga Thurai
- Suresh Kumar Chidambaram
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- Susana Fernandes
- Susanne Dudman
- Sushil Khanal
- Suvintheran Thangavelu
- Suwarti Suwarti
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- Suzette Willems
- Swosti Joshi
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- Syed Muneeb
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- Sylvie Lion-Daolio
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- 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