14 research outputs found
Synthesis, Characterization, and Computational Study of Three-Coordinate SNS Copper(I) Complexes Based on Bis-Thione Ligand Precursors
- Author
- Publication venue
- DigitalCommons@Fairfield
- Publication date
- 24/02/2014
- Field of study
A series of tridentate pincer ligands, each possessing two sulfur and one nitrogen donor (SNS), based on bis-imidazolyl or bis-triazolyl salts were metallated with CuCl2 to give new tridentate SNS pincer copper(I) complexes [(SNS)Cu]+. These orange complexes exhibit a three-coordinate pseudo-trigonal-planar geometry in copper. During the formation of these copper(I) complexes, disproportionation is observed as the copper(II) salt precursor is converted into the Cu(I) [(SNS)Cu]+ cation and the [CuCl4]2– counteranion. The [(SNS)Cu]+ complexes were characterized with single crystal X-ray diffraction, electrospray mass spectrometry, EPR spectroscopy, attenuated total reflectance infrared spectroscopy, UV–Vis spectroscopy, cyclic voltammetry, and elemental analysis. The EPR spectra are consistent with anisotropic Cu(II) signals with four hyperfine splittings in the lower-field region (g||) and g values consistent with the presence of the tetrachlorocuprate. Various electronic transitions are apparent in the UV–Vis spectra of the complexes and originate in the copper-containing cations and anions. Density functional calculations support the nature of the SNS binding, allowing assignment of a number of features present in the UV–Vis and IR spectra and cyclic voltammograms of these complexes
Syntheses and characterization of three-and five-coordinate copper(II) complexes based on SNS pincer ligand precursors
- Author
- Publication venue
- DigitalCommons@Fairfield
- Publication date
- 25/09/2014
- Field of study
A series of tridentate pincer ligands, each possessing two sulfur- and one nitrogen-donor functionalities (SNS), based on a bis-imidazolyl precursor were metallated with CuCl2 to give new tridentate SNS pincer copper(II) complexes [(SNS)CuCl2]. These purple complexes exhibit a five-coordinate pseudo-square pyramidal geometry at the copper center. The [(SNS)CuCl2] complexes were characterized with single crystal X-ray diffraction, electrospray mass spectrometry, EPR spectroscopy, attenuated total reflectance infrared spectroscopy, UV–Vis spectroscopy, cyclic voltammetry, and elemental analysis. The EPR spectra are consistent with typical anisotropic Cu(II) signals with four hyperfine splittings in the lower-field region (g||). Various electronic transitions are apparent in the UV–Vis spectra of the complexes and originate from d-to-d transitions or various charge transfer transitions. We preformed computational studies to understand the influence that structural constraints internal to our tridentate SNS ligand precursors have on the oxidation state of the resulting bound copper complex. We have determined that a d9 copper(II) metal center is better situated than a d10 copper(I) center to bind our tridentate SNS ligand set when it does not contain an internal CH2 group. Without this methylene linker, the SNS ligand forces the N and S atoms into a T-shaped arrangement about the metal center
Synthesis, characterization, and computational study of three-coordinate SNS-copper(I) complexes based on bis-thione precursors
- Author
- Anne Elise R. Drozdoski (536428)
- Camile D. Gomes (536434)
- Christine E. Villa (536430)
- Daniel W. Bak (536425)
- Elise G. Lemons (536431)
- Elizabeth E. Butrick (536427)
- Eric Reinheimer (536424)
- Erin Powers (536432)
- Jerry P. Jasinski (536423)
- John R. Miecznikowski (536421)
- Kaitlyn N. Morio (536435)
- Kerry A. Archer (536429)
- Margaret Siu (536433)
- Matthew A. Lynn (536422)
- Mekhala Pati (536426)
- Publication venue
- Publication date
- 02/01/2014
- Field of study
<div><p>A series of tridentate pincer ligands, each possessing two sulfur and one nitrogen donor (SNS), based on bis-imidazolyl or bis-triazolyl salts were metallated with CuCl<sub>2</sub> to give new tridentate SNS pincer copper(I) complexes [(SNS)Cu]<sup>+</sup>. These orange complexes exhibit a three-coordinate pseudo-trigonal-planar geometry in copper. During the formation of these copper(I) complexes, disproportionation is observed as the copper(II) salt precursor is converted into the Cu(I) [(SNS)Cu]<sup>+</sup> cation and the [CuCl<sub>4</sub>]<sup>2–</sup> counteranion. The [(SNS)Cu]<sup>+</sup> complexes were characterized with single crystal X-ray diffraction, electrospray mass spectrometry, EPR spectroscopy, attenuated total reflectance infrared spectroscopy, UV–Vis spectroscopy, cyclic voltammetry, and elemental analysis. The EPR spectra are consistent with anisotropic Cu(II) signals with four hyperfine splittings in the lower-field region (<i>g</i><sub>||</sub>) and <i>g</i> values consistent with the presence of the tetrachlorocuprate. Various electronic transitions are apparent in the UV–Vis spectra of the complexes and originate in the copper-containing cations and anions. Density functional calculations support the nature of the SNS binding, allowing assignment of a number of features present in the UV–Vis and IR spectra and cyclic voltammograms of these complexes.</p></div
Synthesis, characterization, and computational study of three-coordinate SNS-copper(I) complexes based on bis-thione precursors
- Author
- Anne Elise R. Drozdoski
- Bruker Analytical X-ray Systems
- Bruker Analytical X-ray Systems
- Camile D. Gomes
- Christine E. Villa
- Daniel W. Bak
- Elise G. Lemons
- Elizabeth E. Butrick
- Eric Reinheimer
- Erin Powers
- Frisch M.J.
- Jerry P. Jasinski
- John R. Miecznikowski
- Kaitlyn N. Morio
- Kerry A. Archer
- Margaret Siu
- Matthew A. Lynn
- Mekhala Pati
- Oxford Diffraction
- Ozarowski A.
- Sheldrick G.M.
- Sheldrick G.M.
- Speck A.L.
- Publication venue
- 'Informa UK Limited'
- Publication date
- Field of study
Clinical investigations for SUS, the Brazilian public health system
- Author
- Ana Patrícia de Paula
- Camile Giaretta Sachetti
- Caramori CA
- Clarissa Campos Guaragna Kowalski
- Costa GC
- César Omar Carranza Tamayo
- Departamento de Ciência e Tecnologia Ministério da Saúde
- Flavia Tavares Silva Elias
- Gevers W
- Gillum LA
- Gomes FS
- Guimarães R
- Hu Y
- Iype G
- Leonor Maria Pacheco Santos
- Machado PR
- Marzochi KBF
- Michelle Zanon Pereira
- Pacheco S
- Patrícia Souza Boaventura
- Quental C
- Rawlins M
- Reihart D
- Reinaldo Guimarães
- Rothwell PM
- Siegfried N
- Silvana Pereira Giozza
- Srinivasan S
- Suzanne Jacob Serruya
- Vlassov V
- Zago MA
- Publication venue
- 'FapUNIFESP (SciELO)'
- Publication date
- 01/01/2012
- Field of study
Solubilization and Interaction Studies of Bile Salts with Surfactants and Drugs: a Review
- Author
- A Coello
- A Coello
- A Enhsen
- A George
- A Hildebrand
- A Hildebrand
- A Maestre
- A Roda
- A Roy
- A Seret
- AF Hofmann
- AF Hofmann
- AF Hofmann
- AF Hofmann
- AF Hofmann
- AF Hofmann
- AM Long
- AP Davis
- B Castro De
- B Mukherjee
- BR Simonovi
- BS Chu
- BW Barry
- BW Barry
- C Bowe
- C Ju
- C Lipinski
- C Tanford
- CD Klaassen
- D Kumar
- D Lichtenberg
- D Lichtenberg
- D Madenci
- D Philp
- DB Warren
- DB Warren
- DG Oakenfull
- DG Oakenfull
- DJ Cabral
- DM Cirin
- DM Small
- DM Small
- DM Small
- DM Small
- DM Small
- DM Small
- DM Small
- DM Small
- DM Ćirin
- DN Rubingh
- F Lopez
- FMI Coreta-Gomes
- G Esposito
- G Li
- GS Gordon
- H Danielson
- H Kawamura
- H Miyazaki
- H Sugioka
- HJ Zimmerman
- HN Gil
- J Borne
- J Kratohvil
- J Maldonado-Valderrama
- J Santhanalakshmi
- J Ulmius
- JH Clint
- JM Pedersen
- JN Israelachvili
- JP Kratohvil
- K Fontell
- K Fontell
- K Mannaa
- K Matsuoka
- K Matsuoka
- K Motomura
- KJ Mysels
- L Jiang
- L Pagano
- LB Pártay
- LB Pártay
- LG Hermida
- LL Amundson
- LR Fisher
- M Gomez-Mendoza
- M Hidalgo-Rodríguez
- M Jendric
- M Keno
- M Megyesi
- M Mikov
- M Mohapatra
- M Nydh
- M Posa
- M Poša
- M Rosoff
- M Vogtherr
- MA Hammad
- MA Rub
- MA Rub
- MC Carey
- MC Carey
- MC Carey
- MC Carey
- MC Carey
- MC Wenlock
- MD Fernández-Leyes
- ME Haque
- ME Haque
- MJ Rosen
- MK Al-Muhanna
- MS Vethamuthu
- MS Vethamuthu
- N Funasaki
- N Pavlovic
- N Sridevi
- N Wu
- NA Malik
- NA Malik
- Nisar Ahmad Malik
- P Lefebvre
- P Milhaj
- P Mukerjee
- P Schurtenberger
- P Schurtenberger
- P Ventaketusan
- PK Jana
- PM Holland
- PP Nair
- Q Wu
- Q Zhou
- R Holm
- R Laniado-Laborin
- R Schubert
- R Zana
- R Zana
- RP Hjelm Jr
- S Almog
- S Erlinger
- S Mahajan
- S Mandal
- S Miyazaki
- S Paul
- S Reis
- SC Chen
- SD Mithani
- SS Lee
- T Furusawa
- T Tanaka
- TR Bates
- TS Wiedmann
- U Subuddhi
- W Camile
- W Spivak
- WL Heinze
- WL Hinze
- YK Lee
- Publication venue
- 'Springer Science and Business Media LLC'
- Publication date
- Field of study
NEOTROPICAL ALIEN MAMMALS: a data set of occurrence and abundance of alien mammals in the Neotropics
- Author
- Abra Fernanda D
- Abrahão Carlos Roberto
- Abreu Camila Matias Goes de
- Acevedo-Charry Orlando
- Age Stefani Gabrieli
- Aguiar Erick Francisco Silva de
- Akkawi Paula
- Alberici Vinicius
- Albuquerque Anna Carolina Figueiredo de
- Alencar Raony de Macêdo
- Alexandrino Eduardo
- Almeida Rocha Juliana Monteiro de
- Alvarez Martin R
- Alves do Prado Helena
- Alves Giselle Bastos
- Alves Rafael Souza Cruz
- Alves-Eigenheer Milene
- Amaku Marcos
- Amaral Paulo Roberto
- Anderson Christopher Brian
- Anderson Elizabeth P
- Andrade Gabrielle Ribeiro de
- Andrade Maria Augusta
- Andrade Rubia Santana
- Andrade-Núñez María José
- Antas Paulo de Tarso Zuquim
- Antunes Alexsander Zamorano
- Aoki Camila
- Araújo Ana Caroline L
- Araújo Luciana Souza
- Araújo Valquíria Cabral
- Arimoro Omolabake Alhambra Silva
- Arrabal Juan Pablo
- Arroyo-Gerala Paulina
- Astete Samuel
- Back Franco Silvana
- Bager Alex
- Bailey Larissa Lynn
- Ballari Sebastián A
- Banhos Dos Santos Áureo
- Baptiste Maria Piedad
- Barbier Eder
- Barbosa Adriana Loeser Dos Santos
- Barcos Umberto Cotrim
- Barreto-Lima André Felipe
- Barrios-Garcia M Noelia
- Barros Maria Claudene
- Barros Marília A S
- Barros Pollyanna Alves de
- Barros-Battesti Darci Moraes
- Bassini-Silva Ricardo
- Bastazini Vinícius Augusto Galvão
- Batista Graziele Oliveira
- Bazilio Sérgio
- Beca Gabrielle
- Bechara Isabel Muniz
- Beduschi Julia
- Behling Greici Maia
- Bejarano Vanesa
- Beltrão Mayara Guimarães
- Beltrão-Mendes Raone
- Benedetti Maximiliano Augusto
- Benitez Verónica Victoria
- Bercê William
- Bergallo Helena de Godoy
- Bergel Mariano Maudet
- Bernardi Itiberê Piaia
- Bertagni de Camargo Bruna
- Bertassoni Alessandra
- Bessa Rafael
- Bezerra Bruna M
- Bicca-Marques Júlio César
- Bocchiglieri Adriana
- Boere Vanner
- Bogoni Juliano André
- Bonjorne Lilian
- Bopp Luciano Tessare
- Borgnia Mariela
- Borja Miranda André
- Bovendorp Ricardo S
- Bovo Alex Augusto Abreu
- Braga Caryne
- Braz Alan Gerhardt
- Brennand Pamella Gusmão de Goés
- Brocardo Carlos Rodrigo
- Bueno Cecília
- Burs Kathrin
- Buscariol Daiane
- Bôlla Daniela A S
- Calaça Analice Maria
- Camargo Paulo Henrique S A
- Camilo André Restel
- Camino Micaela
- Campos Zilca
- Campêlo Anielise da Conceição
- Canale Gustavo R
- Canassa Nathália Fernandes
- Candelária Lana Pavão
- Cantagallo Devids Camila
- Caputo Carin
- Carlos Henrique Santiago Alberto
- Carrano Eduardo
- Carreira Daiane
- Caruso Flavia
- Carvalho Danianderson Rodrigues
- Carvalho Diana Letícia Kruger Pacheco
- Carvalho Fernando
- Carvalho Santiago
- Carvalho William Douglas
- Casanova Diogo Cavenague
- Casazza Egberto da Fonseca
- Cassano Camila Righetto
- Castro Érika Paula
- Castro-Prieto Jessica
- Cavalcanti Sandra
- Cervini Marcelo
- Cestari Cesar
- Cesário Clarice Silva
- Cezila Beatriz Azevedo
- Chacón Pacheco Julio Javier
- Chein Alonso André
- Cherem Jorge José
- Chiarello Adriano Garcia
- Ciocheti Giordano
- Cirignoli Sebastián
- Coelho Igor Pfeifer
- Coitiño Banquero Hugo Ignacio
- Contreras-Moreno Fernando M
- Corassa Arrais Ricardo
- Cordeiro José Luís Passos
- Cordeiro-Estrela Pedro
- Corrêa Matheus Rocha Jorge
- Cortez Sara
- Cossa Natalia
- Costa Claudia Guimarães
- Costa Francys E da Veiga da
- Costa Jociel Ferreira
- Costa Rômulo Theodoro
- Costa Sebastián Andrés
- Coutinho Marcos E
- Couto Dayvid Rodrigues
- Cravino Alexandra
- Cáceres Nilton Carlos
- Córdoba Diego
- D'Bastiani Elvira
- da Cunha Cristina Jaques
- da Cunha Rogério Grassetto Teixeira
- da Rocha Guilherme Casoni
- da Rocha Patrício Adriano
- da Rosa Oliveira Nicole
- da Silva de Oliveira Allan Jefferson
- da Silva Leonardo Henrique
- da Silva Luciano Ferreira
- da Silva Marcelo
- da Silva Mônica Andrade
- da Silva Raquel Costa
- da Silva Virgínia Santiago
- Daga Vanessa Salete
- Dantas Santos Marcos Pérsio
- Dantas José Oliveira
- de Aguiar Gabriel Lima
- de Albuquerque Natasha Moraes
- de Almeida Curi Nelson Henrique
- de Amorim Danilo Angelucci
- de Andrade Layla Reis
- De Angelo Carlos
- de Aquino Ana Carla Medeiros Morato
- de Araujo Verônica Parente Gomes
- de Azevedo Fernanda Cavalcanti
- de Bustos Soledad
- de Cassia Bianchi Rita
- de Faria Peres Pedro Henrique
- de Freitas Junior Mozart Caetano
- de la Cruz Godoy Juan Camilo
- de la Cruz-Félix Keynes
- de la Maza Javier
- de la Peña-Cuéllar Erika
- de la Torre Antonio
- de Lima Elson Fernandes
- de Lázari Patrick Ricardo
- de Matos José Roberto
- de Miguel Andrés
- de Moraes Pires Walna Micaelle
- de Morais Kimberly Danielle Rodrigues
- de Oliveira Dilmar Alberto Goncalves
- de Oliveira Geovana Linhares
- de Oliveira Mateus Yan
- de Oliveira Ramonna
- de Paula Almir
- de Paula Rogério Cunha
- de Pina Ligia Ferracine
- de Sousa Luziene Conceição
- de Souza Franco Leandro
- de Souza Jonathas Linds
- de Souza Rafael Cerqueira Castro
- de Thoisy Benoit
- Del Castillo Hugo
- Del Vechio Koike Christine
- Denkiewicz Natalia Mariana
- Detogne Nathália
- Devlin Allison
- Di Bitetti Mario S
- Di Blanco Yamil
- Dias Douglas de Matos
- Dias Ricardo Augusto
- Dierings Geverson Luiz
- do Nascimento Maria Histele Sousa
- Domit Maria Dolores Alves Dos Santos
- Dornas Rubem Augusto da Paixão
- Dos Reis Matheus Gonçalves
- Doutel Ribas Cynthia
- Duarte da Silva Victor Hugo
- Duarte Gabriela Teixeira
- Duarte Herbert de Oliveira B
- Duarte José Maurício Barbanti
- Dáttilo Wesley
- Endo Whaldener
- Entringer Júnior Hilton
- Ermenegildo Hiago
- Esbérard Carlos Eduardo Lustosa
- Esperandio Isadora Beraldi
- Espíndola Hack Robson Odeli
- Falcão Jéssica Caroline de Faria
- Faria Michel Barros
- Farias Patrick
- Fasola Laura
- Favarini Marina Ochoa
- Feijó Anderson
- Felicio Artur Luiz de Almeida
- Fernandes Arthur Soares
- Fernandes Maria Emília de Avelar
- Fernandes-Ferreira Hugo
- Fernandez Fernando Antonio Dos Santos
- Ferrari Stephen Francis
- Ferraz Daniel da Silva
- Ferraz Katia Maria Paschoaletto Micchi de Barros
- Ferreguetti Atilla Colombo
- Ferreira Antunes de Oliveira Cintia
- Ferreira Neto José Soares
- Ferreira Aluane Silva
- Ferreira Fernando
- Ferreira Guilherme Braga
- Ferreira Juliana Rodrigues
- Ferreira Jéssica Paloma
- Ferreira Paula Modenesi
- Fieker Carolline Zatta
- Figueiredo Camila
- Figuerêdo Duarte Moraes Marcela
- Filippini Alexandre
- Flores Peredo Rafael
- Fonseca Fabiana Luques
- Fornitano Larissa
- Fraga Elmary da Costa
- Fragoso Carlos Eduardo
- Francisco Ana Karina
- Francisco Talitha Mayumi
- Fróes da Silva Rodrigo Medina
- Fusco-Costa Roberto
- Gabriel Francisco Homem
- Galetti Jr, Pedro Manoel
- Galetti Mauro
- Galiano Daniel
- Galliez Maron
- Gallo Jorge Alberto
- Galvão da Silva Marco Aurélio
- García Loaiza Lina Marcela
- García-Olaechea Alvaro
- García-R Sebastian
- Gasparotto Vinícius Peron de Oliveira
- Gatica Ailin
- Gatti Andressa
- Geraldi Vilma Clarice
- Gessulli Rodrigo Delmonte
- Gestich Carla Cristina
- Giovanelli João Gabriel Ribeiro
- Girardi Fabiane
- Godim Tayanna Medonça da Silva
- Godoi Mauricio N
- Gomes Ana Paula Nascimento
- Gonsioroski Gustavo
- González Enrique M
- Gonçalves da Silva Lucas
- Gonçalves Fernando
- Gonçalves Larissa Oliveira
- Gonçalves Pablo Rodrigues
- Gouvea Jéssica Abonízio
- Gozzi Ana Cecilia
- Graipel Maurício Eduardo
- Grelle Carlos E V
- Grotta Neto Francisco
- Guaragni Samara Arsego
- Guedes da Silva Fernanda
- Guerreiro Marcello
- Guichón M Laura
- Guidoni-Martins Karlo Gregório
- Guijosa-Guadarrama Emiliano
- Guimarães Luiza Neves
- Gurgel Filho Newton
- Gómez-Valencia Bibiana
- Haberfeld Mario Burke
- Hannibal Wellington
- Hartz Sandra Maria
- Hegel Carla Grasiele Zanin
- Heliodoro Gabriela
- Hernández-Pérez Edwin
- Hinojosa Javier
- Hofmann Gabriel Selbach
- Homem Daniel Henrique
- Hoogesteijn Rafael
- Hufnagel Ludmila
- Hurtado Cindy M
- Ibanez Martins Fernando
- Iezzi María Eugenia
- Ikuta Cássia Yumi
- Ingberman Bianca
- Islas Camila Alvez
- Jacinavicius Fernando de Castro
- Jerusalinsky Leandro
- Jesús-Espinosa Daniel
- Jimenez Segura Luz Fernanda
- Jiménez Romero Germán
- Juarez Keila MacFadem
- Jácomo Anah Tereza de Almeida
- Kaizer Mariane C
- Kanaan Vanessa
- Kanda Claudia Zukeran
- Kasper Carlos Benhur
- Keesen Ferreira Fabíola
- Kerches Rogeri Patrícia
- Kindel Andreas
- Knogge Christoph
- Kubiak Bruno Busnello
- Köhler Bianca
- La Sala Luciano Francisco
- La Serra Leonardo
- Lacerda Ana Cristyna Reis
- Landgref Filho Paulo
- Landis Mariana Bueno
- Lanna Andre
- Layme Viviane Maria Guedes
- Leandro-Silva Victor
- Leite de Oliveira Aline Cristina
- Leite de Oliveira Márcio
- Leles Bruno Pereira
- Lemos Frederico Gemesio
- Lemos Hudson de Macedo
- Lermen Isabel Salgueiro
- Lessa Gisele
- León Pérez Rodrigo
- Lim Burton K
- Lima da Silva Marina
- Lima Fernando
- Lima Ingrid M S
- Lima Marcela Guimarães Moreira
- Lira Paula Koeler
- Lombardi Pryscilla Moura
- Lopez David Echeverri
- Lorini Maria Lucia
- Loyola Rafael
- Lugarini Camile
- Luiz Micheli Ribeiro
- Luiz Thais Guimaraes
- Luna Cecília Licarião Barreto
- Luza André Luís
- Lyra Luiz Henrique
- López-Fuerte Cristina F
- Macedo Leandro
- Machado da Silva Douglas
- Magezi Gabriel S
- Maggiorini Erica Vanessa
- Magioli Marcelo
- Magnusson William
- Malerba Martina
- Mangini Paulo Rogério
- Mangione Antonio
- Maras Gustavo A
- Marcili Arlei
- Marinho Paulo Henrique
- Marinho-Filho Jader
- Marini Miguel Ângelo
- Marins João Rafael Gomes de Almeida
- Marques Costa Leonardo
- Marques Leandro de Oliveira
- Marques Marinêz Isaac
- Marques Rosane Vera
- Martensen Alexandre Camargo
- Martin Paula Sanches
- Martin-Albarracin Valeria L
- Martins Maísa Ziviani Alves
- Martins Simone Rebouças
- Martins Waldney Pereira
- Martín Lucía
- Martínez Lanfranco Juan Andrés
- Martínez-Nambo Erik Daniel
- Massara Rodrigo Lima
- Mauro Rodiney de Arruda
- Maués Paula Cristina Rodrigues de Almeida
- Medeiro Akyllan Zoppi
- Megale Nicoli
- Meiga Ana Yoko Ykeuti
- Mella Méndez Isac
- Melo Dias Mateus
- Melo Fabiana Cristina S Alves de
- Melo Fabiano Rodrigues de
- Melo Geruza Leal
- Melo Marcos Antônio
- Mendes de Oliveira Ana Cristina
- Mendes Pontes Antonio Rossano
- Mendes Yuri Raia
- Micheletti Tatiane
- Miller Jacqueline R
- Miranda João M D
- Miretzki Michel
- Monteiro Miguel Coutinho Moretta
- Morais Bianca Cruz
- Morato Ronaldo Gonçalves
- Moreira Adryelle Francisca de Souza
- Moreira Danielle de Oliveira
- Moreira Leandro Santana
- Moreira Thamy De Almeida
- Moreli Fantacini Felipe
- Moreno Daniele Janina
- Morini Maria Santina de Castro
- Mottin Viviane
- Moura Mauricio Osvaldo
- Mourthe Italo
- Mourão Guilherme
- Munhoes Leticia Prado
- Möcklinghoff Lydia
- Nagy-Reis Mariana B
- Nakagawa Bruno K
- Nascimento Ariel Guilherme Santos do
- Nascimento Daiane Chaves do
- Nava Alessandra Ferreira Dales
- Neri Fernanda Maria
- Nobre Andrezza Bellotto
- Nobre Rodrigo de Almeida
- Nodari Joana Zorzal
- Nova León Laura Johanna
- Nunes André Valle
- Núñez-Regueiro Maurício M
- Ochoa Ana Cecilia
- Ochotorena de Freitas Thales Renato
- Olifiers Natalie
- Oliveira Igor
- Oliveira Leonardo de Carvalho
- Oliveira Luiz Flamarion Barbosa de
- Oliveira Marcela Alvares
- Oliveira Marcelo Juliano Rabelo
- Oliveira-Santos Luiz Gustavo Rodrigues
- Oliveira-Silva Liany Regina B
- Olímpio Ana Priscila Medeiros
- Onofrio Valeria Castilho
- Orsi Mário Luís
- Orsini Vinícius Santana
- Oshima Júlia Emi de Faria
- Paglia Adriano Pereira
- Pagoto Anderson
- Pagotto Renata Valls
- Paldês Gonçales Amane
- Palmeira Francesca Belem Lopes
- Panigai Gabriel Ferreira Vianna Di
- Paolino Roberta Montanheiro
- Parahyba Campos Bruno A T
- Pardini Renata
- Parrish Juan Felipe Reátiga
- Paschoal Ana Maria de Oliveira
- Pasqualotto Nielson
- Passamani Marcelo
- Passos Fernandode Camargo
- Patel Filipe M
- Patrocínio Dennis Nogarolli
- Paulino Neto Hipólito Ferreira
- Pays Olivier
- Pedreira Paula Anabel
- Pedrosa Felipe
- Pedroso Rayssa
- Pedó Ezequiel
- Pellegrin Aiesca
- Pena Hilda Fátima de Jesus
- Percequillo Alexandre Reis
- Pereira Mendes Calebe
- Pereira Adriele Aparecida
- Pereira Alan Deivid
- Pereira Vinicius José Alves
- Pereira-Ribeiro Juliane
- Perilli Miriam Lucia Lages
- Perillo Lucas Neves
- Perine Michell
- Peroni Nivaldo
- Perovic Pablo
- Pessoa da Silva Felipe
- Peters Felipe Bortolotto
- Peña-Mondragón Juan L
- Pincheira-Ulbrich Jimmy
- Pinha Patricia Ribeiro Salgado
- Pinheiro Paula Fabiana
- Pinho Fernando Ferreira de
- Piovezan Ubiratan
- Piratelli Augusto João
- Pires Alexandra Dos Santos
- Pires José Salatiel Rodrigues
- Pisciotta Kátia Regina
- Post David M
- Potrich Ana Paula
- Prado Alessandra Dos Santos Venturini do
- Puertas Fernando Henrique
- Pônzio Marcella do Carmo
- Queirolo Diego
- Querido Luciano Carramaschi de Alagão
- Quintilham Lucas Lacerda Toth
- Rajão Henrique
- Ramos Lima Saulo
- Ramos Danielle Leal
- Ramos Yan Gabriel Celli
- Rampim Lilian Elaine
- Ramírez-Bautista Pedro
- Renaud Pierre-Cyril
- Reppucci Juan
- Ribeiro Bruno R
- Ribeiro Fernando Silvério
- Ribeiro Igor Kintopp
- Ribeiro Juliana Fernandes
- Ribeiro Milton Cezar
- Ribeiro Renan Lieto Alves
- Ribeiro Yuri Geraldo Gomes
- Rivadeneira Edgar Federico
- Rivero Marina
- Rocha Alessandro
- Rocha Carlos Frederico Duarte
- Rocha Fabiana Lopes
- Rodarte Raisa Reis de Paula
- Rodrigues Flávio Henrique Guimarães
- Rodrigues Thiago Ferreira
- Rodríguez-Calderón Yenifer G
- Rodríguez-Planes Lucía Inés
- Roesler Ignacio
- Roig Henrique Llacer
- Rojas Bonzi Viviana
- Rojas Ana
- Rolim Samir Gonçalves
- Roque Fábio de Oliveira
- Rosa Graviola Gabriela
- Rosa Beatris Felipe
- Rosa Clarissa Alves da
- Rosario Maria Cristina Ferreira do
- Rosas Ribeiro Patrícia
- Rudolf Juan Carlos
- Ruffino Paulo Henrique Peira
- Ruiz-Esparza Juan
- Russell James Charles
- Sabino-Santos Jr, Gilberto
- Sales Munerato Marina
- Sales Lilian P
- Salvador Carlos Henrique
- Sampaio Rebeca Ferreira
- Sampaio Ricardo
- Santana Gindomar Gomes
- Santos Cyntia Cavalcante
- Santos Eduardo Marques
- Santos Jean Pierre
- Santos Paloma Marques
- Sanvicente Lopez Mauro
- Saranholi Bruno Henrique
- Sartorello Leonardo Rodrigues
- Sartorello Ricardo
- Scarascia Pietro de Oliveira
- Schuchmann Karl-Ludwig
- Schuck Gabriela
- Sebastião Harley
- Secco Helio Kinast Cruz
- Seibert Jardel Brandão
- Seixas Cristiana Simão
- Seoane Nicolás Fernando
- Severo Magnus Machado
- Siciliano Salvatore
- Silva de Almeida Marcelo
- Silva Oliveira Camila Raquel
- Silva Pereira Monicque
- Silva Diego Afonso
- Silva Ita de Oliveria
- Silva Jean Carlos Ramos
- Silva Katyucha Von Kossel de Andrade
- Silva Ramon Lima
- Silveira Dos Santos Juliana
- Silveira Leandro
- Silvestre de Sousa Saulo Meneses
- Soares Pinheiro Marcell
- Solari Torres Sergio
- Souza Agnis Cristiane de
- Souza-Alves João Pedro
- Sponchiado Jonas
- Srbek-Araujo Ana Carolina
- Subalusky Amanda
- Sánchez Lalinde Catalina
- Sánchez Amadeo
- Talamoni Sônia A
- Tamasauskas Bruna
- Tavares André
- Tavares Davi Castro
- Tedesco Carla Denise
- Teixeira Fernanda Zimmermann
- Tellaeche Cintia
- Tellarini Juan Francisco
- Thompson Jeffrey J
- Tiepolo Liliani Marilia
- Tirelli Flávia Pereira
- Toledo Gustavo Alves da Costa
- Tomas Walfrido Moraes
- Tortato Fernando
- Tortato Marcos Adriano
- Towns Valeria
- Trinca Cristiano Trapé
- Trovati Roberto Guilherme
- Twardowsky Ramalho Bonikowski Renata
- Tôrres Natália Mundim
- Ubaid Flávio Kulaif
- Vale Mariana Moncassim
- Valenzuela Alejandro Eduardo Jorge
- Varela Diego
- Venticinque Eduardo Martins
- Vera Y Conde Carla Fabiane de
- Verona Carlos Eduardo
- Vieira Carlos Leonardo
- Vieira Emerson Monteiro
- Vieira Marcus V
- Vitule Jean R S
- Vogliotti Alexandre
- Vélez-García Felipe
- Winter Marina
- Xavier da Silva Marina
- Xavier Mariana Sampaio
- Yanosky Alberto
- Zago Silva Luciana
- Zaluar Marina Trancoso
- Zanella Noeli
- Zanin Marina
- Zanirato Gisele Lamberti
- Zanoni Juliani Bruna
- Zecchini Gebin João Carlos
- Zenni Rafael D
- Zocche Jairo José
- Publication venue
- Publication date
- 01/11/2020
- Field of study
Biological invasion is one of the main threats to native biodiversity. For a species to become invasive, it must be voluntarily or involuntarily introduced by humans into a nonnative habitat. Mammals were among first taxa to be introduced worldwide for game, meat, and labor, yet the number of species introduced in the Neotropics remains unknown. In this data set, we make available occurrence and abundance data on mammal species that (1) transposed a geographical barrier and (2) were voluntarily or involuntarily introduced by humans into the Neotropics. Our data set is composed of 73,738 historical and current georeferenced records on alien mammal species of which around 96% correspond to occurrence data on 77 species belonging to eight orders and 26 families. Data cover 26 continental countries in the Neotropics, ranging from Mexico and its frontier regions (southern Florida and coastal-central Florida in the southeast United States) to Argentina, Paraguay, Chile, and Uruguay, and the 13 countries of Caribbean islands. Our data set also includes neotropical species (e.g., Callithrix sp., Myocastor coypus, Nasua nasua) considered alien in particular areas of Neotropics. The most numerous species in terms of records are from Bos sp. (n = 37,782), Sus scrofa (n = 6,730), and Canis familiaris (n = 10,084); 17 species were represented by only one record (e.g., Syncerus caffer, Cervus timorensis, Cervus unicolor, Canis latrans). Primates have the highest number of species in the data set (n = 20 species), partly because of uncertainties regarding taxonomic identification of the genera Callithrix, which includes the species Callithrix aurita, Callithrix flaviceps, Callithrix geoffroyi, Callithrix jacchus, Callithrix kuhlii, Callithrix penicillata, and their hybrids. This unique data set will be a valuable source of information on invasion risk assessments, biodiversity redistribution and conservation-related research. There are no copyright restrictions. Please cite this data paper when using the data in publications. We also request that researchers and teachers inform us on how they are using the data
Evolution over Time of Ventilatory Management and Outcome of Patients with Neurologic Disease∗
- Author
- Abderrahim Azzouzi
- Abroug F.
- Achille Kouatchet
- Achim Lunkeit
- Adam Mikstacki
- Aguilera García
- Ahmed Sbihi
- Ai-Chin Cheng
- Ainhoa Rosselló
- Alain Mercat
- Alan Javier Zazu
- Alberto Belenguer
- Alberto Deicas
- Alberto Marino
- Alberto Soler
- Alejandro Algora
- Alejandro Arroliga
- Alejandro de la Serna
- Alejandro Gómez
- Alejandro Raimondi
- Alejandro Risso
- Alfonso Moreno
- Alfonso Muñoz
- Alfredo Padrón
- Alfredo Vasquez-Sandoval
- Ali Aydım Altunkan
- Ali Zeggwagh A.
- Aline Camile Yehia
- Alistair Nichol
- Allan Walkey
- Allison Bone
- Aloísio Marques do Nascimento
- Alvaro van Bommel
- Amalia Martínez de la Gandara
- Amber Monson
- Ambrogio Sansone
- Amee Patrawalla
- Amin P.
- Amine Ali Zeggwagh
- Amparo Ferrandiz
- Amy Waters
- Ana Carolina Caballero
- Ana Esther Trujillo
- Ana Villagrá
- Anders Aneman
- Andrea Gimenez
- Andrea Matte
- Andrea Neville Cracchiolo
- Andreas Schwartz
- Andreas Viehöfer
- Andrei Piontek
- Andrew Bersten
- Andrew Davies
- Andrew Davies
- Andrew Davies
- Andrew Steel
- Andrey Yaroshetskiy
- Anette Mortensen
- Anitha Shenoy
- Ankur Devendra Bhavsar
- Annunziata Mattei
- Anthony Saleh
- Antonina Pigna
- Antonino Giarratano
- Antonio Anzueto
- Antonio Braschi
- Antonio Corcione
- Antonio García-Jiménez
- Antonio Maestre
- Antonio Pesenti
- Antonio Raso
- Antonio Reyes
- Antonio Villa Delgado
- Antonio Viñuales
- Anzueto A.
- Arianna Boggero
- Ariel Chena
- Armando Pedulla'
- Arnaud W Thille
- Ashley Ellis
- Ashley Ellis
- Asisclo J Villagómez Ortiz
- Auke Reidinga
- Ayed Samia
- Barbara Tamowicz
- Barrios D.
- Bas M Kors
- Begoña Balerdi
- Benoit Veber
- Bernabé Álvarez
- Bersten A.
- Bert Beishuizen
- Besbes Mohamed
- Bilge Çetin
- Bin Du
- Bin Du
- Bin Yu
- Bing Sun
- Birgitte Viebaek
- Bladimir Alejandro Gil
- Bo Broberg
- Bo Wang
- Boris Villamagua
- Brian Sherman
- Bruno Bonaccorsi Fernandino
- Bruno do Valle Pinheiro
- Bryan Beatty
- C Canevet
- Cakar N.
- Cameron Knott
- Camilo Pizarro
- Carlo Alberto Acosta
- Carlos Alberto Studart Gomes
- Carlos André Correia Casado
- Carlos Andrés Díaz
- Carlos Gallego
- Carlos Marian Crespo
- Carlos Robles-Arias
- Carmelo Dueñas
- Carmen Campos
- Carolina Gímenez-Esparza
- Carolina Lorencio
- Cartan Costello
- Catherine Simmonds
- Cayce Strength
- Cayetano Galetti
- Cecilia Carbayo
- Cecilia Hermosa
- Cecilia Pereyra
- Cesar Enciso
- Cezar Mihailescu
- Chabu Coronado
- Chafrina Marie Olay
- Chang Liu
- Chantal Hogan
- Charki Haimeur
- Chau Chin Man
- Chen Chin-Ming
- Chengmin Yu
- Cheromi Sittambalam
- Cheryl Cuzner
- Cheryl Ethier
- Chiara Verga
- Christian Frenkel
- Christian Putensen
- Christopher MacIsaac
- Christopher Spradley
- Chuanyun Qian
- Claire Cattigan
- Claire Reynolds
- Clara Laplaza Eva Regidor
- Clara Pacheco
- Claudia Diaz
- Claudia Olvera-Guzman
- Craig A Piquette
- Craig Cernosek
- Crissie De Spirito
- Crissie Despirito
- Cristian Casabella
- Cristian Cevallos
- Cristina Orlandi
- Cristina Santos
- César Antonio Maquilon
- César Aragón
- César Cruz Lozano
- César Pérez-Calvo
- Damian Violi
- Dana K Soetaert
- Daniel Duarte
- Daniel Fontaneda
- Daniel Vargas
- Daniel Weiss
- David Freire
- David Milliss
- Davide Chiumello
- Daxing Yu
- Debiao Song
- Deborah Barge
- Deborah Cook
- Deepak Govil
- Del-Sorbo L.
- Denice Wells
- Dennis Bergmans
- Dhruva Chaudhry
- Di Russo
- Diane Mackle
- Dianne Hill
- Dianne Stephens
- Dietrich Henzler
- Dimitros Matamis
- Dimple Tejwani
- Dinalva Aparecida Gomes
- Do Danh Quynh
- Dolores Vila
- Dongpo Jiang
- Dorothée Carpentier
- Du B.
- Edgard Luna
- Edgardo E Tabhan
- Edgardo Nuñez
- Edoardo De Robertis
- Eduard Bootsma
- Eduardo Almeida
- Eduardo Fonseca Sad
- Edward Nicolayenko
- Eileen Gilder
- Elena Gallego
- Elena Parreño
- Eleni Antoniadou
- Elias Caragna
- Elisa Estenssoro
- Elisha Fulton
- Elisha Matheson
- Ellen Kinkel
- Emily Stern
- Enrique Maraví
- Enrique Piacentini
- Erika Mannelli
- Erin Braden
- Erna Alberts
- Erwin J Oei
- Esteban A
- Eugenio Palazón
- Eva Benveniste
- Eva Manteiga
- Fabien Grelon
- Fabien Soulis
- Fabricio Picoita
- Fachun Zhou
- Falk Hildebrandt
- Fang Xu
- Farhad N Kapadia
- Fausto Fialho Moura
- Federica Antonicelli
- Federica Tallarini
- Federico Gordo
- Fekri Abroug
- Feng Li
- Fernando Antônio Botoni
- Fernando Fernández
- Fernando Lambert
- Fernando Lipovestky
- Fernando Pérez
- Fernando Ríos
- Fernando Saldarini
- Fernando Sánchez
- Fernando Villarejo
- Fernando Villarejo
- Filomena Faria
- Forbes McGain
- Francesca Frigieri
- Francesco Idone
- Francesco Mojoli
- Francisco Criado
- Francisco Guerrero
- Francisco Lucena
- Francisco Manzano
- Francisco Molina
- Francisco Ortuño
- Frank Torres
- Franklin Villegas
- François Collet
- Freddy Sandy
- Freddy Sánchez
- Frederico Costa Val Barros
- Frederico Rodrigues Anselmo
- Frutos-Vivar F.
- Frédéric Bellec
- Félix Lacoma
- Gabriel D Empaire
- Gaetano Perchiazzi
- Gang Li
- Gary Kinasewitz
- Gary Kinasewitz
- Gastón Pittini
- Gaëtan Bedunaeu
- Gee Young Suh
- Gemma Rialp
- Geneva Tatem
- Geng Zhang
- Genis Carrasco
- George Liziamma
- George Lukas
- Gerardo Filippa
- Gilda Diaz-Fuentes
- Gina Quinde
- Giorgia Citterio
- Giorgio Tulli
- Gonzalez M.
- Gonzalo Javier Ríos
- Graciela Elizabeth
- Graciela Franca
- Graeme Duke
- Gregory A Schmidt
- Guillaume Marcotte
- Guillermo Chiappero
- Guillermo Cueto Robledo
- Guillermo Falconí
- Guillermo Muñiz
- Guillermo Ortiz
- Gustavo Badariotti
- Gustavo Jannello
- Gustavo Morales Muñoz
- Gustavo Paredes
- Géraldine Dessertaine
- Haibo Qiu
- Hannah Mathers
- Hans-Henrik Bülow
- Harald Fritz
- Harry P P M Gelissen
- Heinrich Paulus
- Heinz Kerger
- Helen Rodgers
- Helen Wong
- Heloisa Castro
- Henry Caballero
- Hergen Buscher
- Hernan Nunia
- Hernán Nuñez
- Hong Pu
- Hongyang Xu
- Hongyuan Lin
- Howard Connor
- Hugo Capponcelli
- Hugo Urbano
- Hye Sook Choi
- Ian Carrasco
- Ian Moore
- Ian Seppelt
- Ilaria Curro'
- Ilaria Maria Mastromauro
- Imed Chouchene
- Imogen Mitchell
- Ingrid van den Hul
- Ingrid Von der Osten
- Inmaculada Vallverdú
- Irene Aragão
- Irene Dot
- Irene Watpool
- Islem Ouanes
- Ismail Kati
- Itziar Mintegui
- Ivano Aprile
- Jacinto Baena
- Jackeline Coello
- Jan Dittmann
- Jan Friedrich
- Jan Mehrtens
- Jane Thomas
- Janine Dias Alves
- Jasmin Board
- Jasmin Board
- Jasmin Board
- Jason Fletcher
- Javier Blanco
- Javier Castañeda
- Javier Cebrián
- Javier Díaz Domínguez
- Javier García-Alonso
- Javier González-Robledo
- Javier Horacio Álvarez
- Javier Hurtado
- Javier Ladape Martinez
- Javier Ruiz
- Je Hyeong Kim
- Jean-Christophe M Richard
- Jeff Presneill
- Jeffrey Singh
- Jennifer Germain
- Jennifer Goodson
- Jennifer Holmes
- Jennifer Twombley
- Jenny Dennett
- Jens Brushoj
- Jens Buettner
- Jesús Sánchez
- Jesús Sánchez-Ruiz
- Jian Huang
- Jianbiao Meng
- Jianguo Li
- Jianhong Fu
- Jianying Guo
- Jiaqiong Li
- Jibaja M.
- Jin Hwa Lee
- Jin Young An
- Jinghua Wang
- Jiuzhi Zhang
- Joachim Hartung
- Joan Maria Raurich
- Joana Silvestre
- Joanne Sutton
- Jodi Brown
- Johannes Busch
- John Durning
- John Myburgh
- John Oropell
- John Santamaria
- Jorge Arroyo
- Jorge Gerez
- Jorge Vidal Hernández
- Jorgelina Guyon
- Jose Angel Baltazar Torres
- Josep Maria Sirvent
- José Carlos Versiani
- José Claudio Leo
- José Elizalde
- José Francisco López Baca
- José J Blanco
- José Luis Scapellato
- José Manuel Serrano
- José María Gutiérrez
- José María Montón
- José María Nicolás
- José María Quiroga
- José Miguel Guerrero
- José Salinas
- José Salvador Martínez Cano
- Joyce Okahashi
- Juan Carlos
- Juan Carlos Maurelia
- Juan David Uribe
- Juan Diego Jiménez
- Juan Domingo Fernández
- Juan Guerra
- Juan Pablo Sedano
- Juan Ramón Cortés
- Juanxian Gu
- Judi Tai
- Judith Sagardía
- Julia López-Díaz
- Julian Strati
- Julie Smith
- Julio Osorio
- Julio Pontet
- Julián Hernández
- Jun Jin
- Jörg Haberkorn
- Jörn Schlechtweg
- Karina Bonasegla
- Katherine Davidson
- Kathleen Lilli
- Katty Trelles
- Kelly Choy
- Kerry Canady
- Ki-Suck Jung
- Kim Heus
- Konstantinos Raymondos
- Kwan Ming Chit
- Kyung Chan Kim
- Larry Welder
- Laura Jones
- Laura Sayagues
- Laura Wilson
- Laura Álvarez-Montero
- Lauralyn McIntryre
- Laurent Brochard
- Leanne Boehm
- Lei Chen
- Leila Eckholt
- Leonardo Pazmiño
- Leonie Weisbrodt
- Leticia Rapetti
- Liang Pan
- Lidón Mateu
- Liliana Caipe
- Lisa Julien
- Lisandro Betttini
- Loredana Pitagora
- Lori-Ann Kozikowski
- Lucas Vallejo
- Lucia Capilla
- Luis Fernando Castro Castro
- Luis Gonzalez Mosquera
- Luis González Zambrano
- Luis Marina
- Luis Pablo Cardonnet
- Luis Soto-Germani
- Luis Soto-Román
- Luis Williams
- Lutz Pfeiffer
- Lynette Newby
- M Eugenia
- Madhav Gudi
- Madison Dennis
- Maggiore S. M.
- Manoj K Saxena
- Manuel Jibaja
- Manuel Valledor
- Maoqin Li
- Mar Gobernado
- Marc Fabra
- Marc Lipkus
- Marcela Canola-Mazo
- Marcela Granados
- Marcelo Alcântara Holanda
- Marcelo Choque
- Marcelo Ochoa
- Marcelo Palavecino
- Marco Adversi
- Marco Antônio Ribeiro Leão
- Marco Antônio Soares Reis
- Marco Bezzi
- Marco Escobar
- Marco Gonzalez
- Marco González
- Marco Montes De Oca
- Marcos Delgado
- Marcos Juan Zec
- Marcus Ruecker
- Maria Aparecida Braga
- Maria Del Mar Torres-Perez
- Maria Giannakou
- Maria Wussow
- Mariana Monllau
- Marianna Esposito
- Marin M. D. C.
- Marina Busico
- Mario Acosta
- Mario Alonso Treviño Salinas
- Mario Cancela
- Mario Gómez
- Mario Villabon
- Marisol Rodríguez-Goñi
- Mark Bailey
- Mark Tidswell
- Markus Schappacher
- Marta Beron
- Marta Ferrari
- Marta Ugalde
- Martin Deheza
- Martín Lugaro
- Mary La Pine
- María Belén Yapur
- María Del Carmen de la Torre
- María Elena Pérez-Losada
- María Eugenia González
- María Fernanda García
- María Garitacelaya
- María Isabel Ruiz
- María José Tolón
- María Luisa Navarrete
- María Victoria de la Torre
- María Ángeles Alonso
- María Ángeles Pena
- Matamis D.
- Matthew Kirchner
- Matty Koopmans
- Matías Brizuela
- Mauricio Vinzio
- Maurizio Bottiroli
- Maurizio Raineri Santi
- Maurício Meireles Góes
- Maximillian Ragaller
- Mayur Patel
- Medhat Soliman
- Mehar-Un-Nisa Raja
- Mian Chen
- Michael A Kuiper
- Michael Miletin
- Michael Quintel
- Michela Bombino
- Michele Iannuzzi
- Miguel Fernández-Vivas
- Miguel Lazcano
- Miguel León
- Miguel Llano
- Miguel Ángel González-Gallego
- Mijail Játiva
- Mikhail Kirov
- Mikkel Præst
- Minka Springham
- Miquel Ferrer
- Mirko Belliato
- Mohamed A Saad
- Mohammed Al-Jagbeer
- Monica Rocco
- Monika Holler
- Moo Suk Park
- Mounir Bouaziz
- Mourad Amor
- Muriel A.
- Myriam Montalvo
- Myung-Goo Lee
- Nagarajan Ramakrishnan
- Nahit Cakar
- Neill Adhikari
- Nelson Barros
- Nelson Fonseca
- Nelson Medina
- Nghuyen Ba Tuan
- Nguyen Huu Hoang
- Niall Ferguson
- Nicolas Nin
- Nicole Marinoff
- Nicolás Zamboschi
- Nieves Franco
- Nils Marquardt
- Nin N.
- Norberto Tiribelli
- Norberto Tiribelli
- Norma Beatriz Márquez
- Nuria Alonso
- Oliver Franke
- Olivia Dulfo
- Orla Smith
- Oscar Cluzet
- P Kruska
- P Samaddar
- Pablo Desmery
- Pablo Gómez
- Pang Wing Yan
- Paolo Navalesi
- Pascal Beuret
- Pascual Valdez
- Patricia Albert
- Patricia Jimeno
- Patricia Leung
- Patricia Vogl
- Paul Goldrick
- Paul J Dennesen
- Paul Young
- Paulo Marcal
- Pedro Alzugaray
- Pedro Galdos
- Pedro Jesús Domínguez
- Pedro Rosa
- Pelosi P.
- Penuelas O.
- Pertsas Evangelos
- Peter van der Voort
- Pham Thi Van Anh
- Phil Alkana
- Philippe Berger
- Pierre-Gildas Guitard
- Prachee Sathe
- Pravin Amin
- Priya Nair
- Qing Song
- Qingyuan Zhan
- Qunmei Yao
- Rachael Parke
- Rachel Whyte
- Rafael Blancas
- Rafael Morales
- Rahul Nanchal
- Raju Pusapati
- Ramiro Puetate
- Raquel Manzanedo
- Raquel Montoiro
- Raquel Yano
- Raymondos K.
- Raúl de Pablo
- Raúl González
- Raúl Lombardi
- Remzi Iscimen
- Ricardo Buitrago
- Ricardo Martinez Zubieta
- Ricardo Matos
- Rick McAllister
- Rios F.
- Robba C.
- Robert Fowler
- Robyn Klages
- Rodrigo E Gómez-Paz
- Roger Lamoglie
- Rogério de Castro Pereira
- Roland Schneider
- Rolf Dembinski
- Rolf Rossaint
- Rollin Roldán Mori
- Romano Tetamo
- Román Garrido
- Ronald Pairumani
- Ronnie Mantilla
- Rosa Luz López Martínez
- Rosa Sebastián
- Rosa Álvaro
- Rosalba Tufano
- Rosanna Del Giudice
- Rosanna Vaschetto
- Rosario Urbino
- Rovílson Lara
- Rovílson Lara
- Rubens Altair Amaral de Pádua
- Rubén Camargo
- Rui Moreno
- Rupesh Vakil
- Ryan Albert
- Sabriye Guvenc
- Salem Ould Zein
- Salvatore Maurizio Maggiore
- Samer Haj-Bakri
- Samir Abdelhadi
- Samir Sahu
- Samir Vermani
- Sando Chavarria
- Sangeeta Mehta
- Sanjay Dhanuka
- Santiago Ilutovich
- Sara Cabañes
- Schimdt Alejandra
- Sebastian Circo
- Sebastián E Mare
- Serena Azzari
- Serge Heines
- Sergio Cáceres
- Sergio Lasdica
- Seton Henderson
- Shawna Reddie
- Sheila Nainan Myatra
- Shelby Sutton
- Sheree Gare
- Shirley Nelson
- Shouhong Wang
- Silke Frenzel
- Silvia Mareque
- Silvina Borello
- Silvio A Ñamendys-Silva
- Simon J G Hockley
- Simona Beniczky
- Sindhaghatta Venkatram
- Sine Wichman
- Smyth Smith
- Soares M. A.
- Sofía García
- Soraya Puertas
- Srinivas Samavedam
- Stambouli Neji
- Steffen Appel
- Steffen Weber-Carstens
- Stephanie Lubchansky
- Stephen Lapinsky
- Steven Y Chang
- Stevens Salva
- Subhash Kumar Todi
- Sujoy Mukherjee
- Susan Gillen
- Susana Alves Ferreira
- Susana Moradillo
- Susana Temprano
- Susanne Andi Iversen
- Sutherasan Y.
- Sutrisno Gunawan
- Sylvia den Boer
- Tania Caf
- Tarek Dendane
- Tayfun Adanir
- Tejerina E. E.
- Teresa Mut
- Teresa Sánchez de Dios
- Thille A. W.
- Thomas Bein
- Thomas Lipp
- Thomas Moellhoff
- Thomas Steinke
- Thoralf Kerner
- Tiehe Qin
- Tim Coles
- Tim Houlihan
- Timothy D Girard
- Tom Cowlam
- Tony Sutherland
- Tony Williams
- Travis Parry
- Troy Browne
- Tumbass Volker
- Uli Strauch
- Umesh G
- Unase Büyükkoçak
- V J Cardenas Jr
- Valentín Parra
- Valerio Mangani
- Valery Subbotin
- Valle Pinheiro B.
- Valéria de Carvalho Magela
- Vanesa Ramírez
- Vicente Arraez
- Victoria Goñi
- Vincent John Scott
- Vito Marco Ranieri
- Vivek Joshi
- Wajdi Maazouzi
- Walter Brandt
- Walter Seyde
- Wanxia Li
- Wei He
- Wei Yu
- Wei Zhang
- Weihai Yao
- William Rodriguez-Cintron
- Winfried Schubert
- Wolfgang Baier
- Won-Yeon Lee
- Xi Zhu
- Xianyao Wan
- Xiaobo Huang
- Xue Wang
- Yalin Liu
- Yan Kang
- Yangong Chao
- Yaseen Arabi
- Yi Li
- Yi Yang
- Yogeet Kaur
- Yongjie Yin
- Young Suh G.
- Younsuck Koh
- Yu Bai
- Yuan Xu
- Yuhong Guo
- Yun Seong Kim
- Yunxuan Yue
- Zafer Dogan
- Zalatiel Maycotte Luna
- Zaza Cohen
- Zhengxuan Lv
- Zhenjie Hu
- Zhenyang He
- Zhicheng Zhang
- Zhihua Hu
- Zhixiang Li
- Zoltan Szentkereszty
- Zoraida Parra
- Zsolt Molnar
- Ángela Alonso
- Publication venue
- 'Ovid Technologies (Wolters Kluwer Health)'
- Publication date
- 01/11/2021
- Field of study
OBJECTIVES: To describe the changes in ventilator management over time in patients with neurologic disease at ICU admission and to estimate factors associated with 28-day hospital mortality. DESIGN: Secondary analysis of three prospective, observational, multicenter studies. SETTING: Cohort studies conducted in 2004, 2010, and 2016. PATIENTS: Adult patients who received mechanical ventilation for more than 12 hours. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: Among the 20,929 patients enrolled, we included 4,152 (20%) mechanically ventilated patients due to different neurologic diseases. Hemorrhagic stroke and brain trauma were the most common pathologies associated with the need for mechanical ventilation. Although volume-cycled ventilation remained the preferred ventilation mode, there was a significant (p < 0.001) increment in the use of pressure support ventilation. The proportion of patients receiving a protective lung ventilation strategy was increased over time: 47% in 2004, 63% in 2010, and 65% in 2016 (p < 0.001), as well as the duration of protective ventilation strategies: 406 days per 1,000 mechanical ventilation days in 2004, 523 days per 1,000 mechanical ventilation days in 2010, and 585 days per 1,000 mechanical ventilation days in 2016 (p < 0.001). There were no differences in the length of stay in the ICU, mortality in the ICU, and mortality in hospital from 2004 to 2016. Independent risk factors for 28-day mortality were age greater than 75 years, Simplified Acute Physiology Score II greater than 50, the occurrence of organ dysfunction within first 48 hours after brain injury, and specific neurologic diseases such as hemorrhagic stroke, ischemic stroke, and brain trauma. CONCLUSIONS: More lung-protective ventilatory strategies have been implemented over years in neurologic patients with no effect on pulmonary complications or on survival. We found several prognostic factors on mortality such as advanced age, the severity of the disease, organ dysfunctions, and the etiology of neurologic disease
The value of open-source clinical science in pandemic response: lessons from ISARIC
- Author
- Aasiyah Rashan
- Aasmine Kaur
- Abdulrahman Al-Fares
- Abhijit Duggal
- Adam Betz
- Adam Hall
- Adam Nowinski
- Adrian Ceccato
- Adrian Streinu-Cercel
- Adrian Tey
- Adrien Auvet
- Adrien Lemaignen
- Adrienne Chan
- Agamemnon Bakakos
- Agn??s Meybeck
- Agn??s Sommet
- Agnieszka Oldakowska
- 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
- 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
- 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 Abbas
- Ali Ait Hssain
- Ali Hachemi
- Ali Liaquat
- Ali Raza
- Ali Rehan
- Alice Bogaarts
- Alicia Gonzalez
- Alif Adlan Mohd Thabit
- Alina Kalicinska
- Alison M. Meynert
- Alistair Nichol
- Allison McGeer
- Alpha Diallo
- Alphonsine Diouf
- AM Udara Lakshan Attanyake
- Am??lie Valran
- Amanda Corley
- Amanda Palacios
- Amanda Rojek
- Amandine Gagneux-Brunon
- Amar Bhatt
- Ami Stuart
- Amina Meziane
- Amirul Asyraf
- Amna Faheem
- Amy Lester-Grant
- Amy Stone
- 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
- Anant Kataria
- Anatoliy Gavrylov
- Anca Streinu-Cercel
- Anders Benjamin Kildal
- Anders Tveita
- Andr?? Cabie
- Andr?? Dias
- Andr?? Roberto
- Andr??s Orquera
- Andra-Maris Post
- Andre Real
- Andrea Angheben
- Andrea Cortegiani
- Andrea Dell'Amore
- Andrea Kelly
- Andrea Rossanese
- Andrea Villoldo
- Andreas Lind
- Andrew Acker
- Andrew Dagens
- Andrew Hershey
- Andrew Udy
- Andrey A Svistunov
- Andriy Bal
- Andy Dong
- Andy Law
- Aneela Altaf
- Angel Asensio
- Angel Sanchez-Miralles
- Anika Atique
- Anilawati Mat Jelani
- Anissa Chair
- Anja Grosse Lordemann
- Anjellica Chen
- Anna Beltrame
- Anna Ciullo
- Anna Greti Everding
- Anna Jung
- Anne Conrad
- Anne Guillaumot
- Anne Margarita Dyrhol-Riise
- Anne McCarthy
- Anne Opavsky
- Anne-H??l??ne Boivin
- Anne-Marie Guerguerian
- Anne-Sophie Boureau
- Anne-Sophie Resseguier
- Annelies Verbon
- Annemarie B. Docherty
- Annmarie O'Callaghan
- Ansley Hamer
- Ant??nio Mesquita
- Anthony Gordon
- Anthony L. Loschner
- Anthony Lemeur
- Anthony Nghi
- Antoine Cheret
- Antoine Khalil
- Antoine Kimmoun
- Antoine Merckx
- Anton Prinssen
- Antoni Torres
- Antonia Ho
- Antonio Arcadipane
- Antonio Lalueza
- Antonio Loforte
- Antonio Pesenti
- Anuraj Shankar
- Aoife Driscoll
- Aoife Kelly
- Aquiles Henriquez
- Arabella Fahy
- Ardiyan Apriyana
- Arianne Joy Corpuz
- Arie Zainul Fatoni
- Arjen M Dondorp
- Arnaud Scherpereel
- Ars??ne Kpangon
- Arsalan Rahutullah
- Arshad Taqi
- Arthur Garan
- Ary Serpa Neto
- Asad Usman
- Asami Ito
- Asfia Sultana
- Asgar Rishu
- Ashok Kumar
- Asim Rana
- Asma Moin
- Astarini Hidayah
- Atif Siddiqui
- Attaur Rehman
- Audrey Barrelet
- Aur??lie Papadopoulos
- Aur??lie Veislinger
- Aur??lie Wiedemann
- Aurelius Bonfasius
- Aurore Bousquet
- Axelle Braconnier
- Azlan Mat Soom
- Azrina Ralib
- B. P. Sanka Ruwan Sri Darshana
- B??n??dicte Lefebvre
- B??n??dicte Rossignol
- Bailey Cassandra
- Bairbre McNicholas
- Bambang Pujo Semedi
- Barbara Wanjiru Citarella
- Basanta Gauli
- Basri Mat Nor
- Beatrice Alex
- Beatriz Amorim Beltr??o
- Ben Morton
- Benedict Sim Lim Heng
- Benigno Ferreira
- Benjamin Bach
- Benjamin Lefevre
- Benjamin Smood
- Benjamine Sarton
- Beno??t Roze
- Beno??t Thill
- Benoit Visseaux
- Bernard Cholley
- Bernardo Neves
- Bernhard Roessler
- Bertrand Dussol
- Bharath Kumar Tirupakuzhi Vijayaraghavan
- Bianca Boxma
- Bianca DeBenedictis
- Biing Horng Lee
- Bipin Karki
- Birgitte Stiksrud
- Blake Mergler
- Blandine Rammaert
- Bouchra Loufti
- Brenda Molloy
- Brenda Reeve
- Brian Marsh
- Brigid Flynn
- Brigitte Elharrar
- Briseida Parra
- Bruno Levy
- Bruno Lina
- Bruno Pastene
- Bruno Sarmento Banheiro
- Bryan Whelan
- Budha Charan Singh
- C??cile Goujard
- C??cile Mear-Passard
- C??cile Tromeur
- C??cile Yelnik
- C??dric Joseph
- C??dric Laou??nan
- C??line Dorival
- C??line Ficko
- C??line Michelanglei
- C??sar Vieira
- Caitriona Cody
- Calvin Wong
- Cameron J. Fairfield
- Camile Bouisse
- Camille Couffignal
- Caren Friedrich
- Carine Roy
- Carla Eira
- Carlo Giaquinto
- Carlos Alexandre Antunes de Brito
- Carlos Lumbreras Bermejo
- Carlos M. Luna
- Carlos Pimentel
- Carmen Infante Dominguez
- Carola Pierobon
- Carolien van Netten
- Caroline Cullen
- Caroline Kosgei
- Caroline Martins Rego
- Caroline Mudara
- Caroline Semaille
- Carolline Araujo
- Carrol Gamble
- Cassidy Codan
- Cassie Lawrence
- Catarina Pires
- Catarina Silva
- Catherine A. Shaw
- Catherine Blier
- Catherine Chakveatze
- Catherine Chirouze
- Catherine L. Hough
- Catherine Marquis
- Catherine Motherway
- Cecile Azoulay
- Cecilia Canepa
- Ceila Maria Sant`Ana Malaque
- Celina Turchi Martelli
- Chamira Kodippily
- Chan Chee Eng
- Chantre Lima
- Charbel Maroun Eid
- Charlene Da Silveira
- 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
- Chloe Carpenter
- Chloe Donohue
- Chris Kandel
- Chris McKay
- Christel Arnold-Day
- Christelle Chantalat Auger
- Christelle Delmas
- Christelle Paul
- Christelle Tual
- Christian Buesaquillo
- Christian Prebensen
- Christian Rabaud
- Christiana Kartsonaki
- Christl A. Donnelly
- Christophe Fraser
- Christophe Rapp
- Christopher A. Green
- Christy Kay
- Ciara Doran
- Cl??ment Le Bihan
- Claire Andrejak
- Claire Foley
- Claire Kelly
- Claire Levy-Marchal
- Claire Roger
- Clara Flateau
- Clara Mouton Perrot
- Clare Jackson
- Clarice Tanaka
- Clark D. Russell
- 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
- 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
- Cristinava Vajdovics
- Cynthia Alegre
- Cynthia Braga
- Cyril Cadoz
- Cyril Le Bris
- Dafsah Juzar
- Dag Henrik Reikvam
- Daisuke Kasugai
- Dalia Lopez-Colon
- Damien Bouhour
- Damien Traynor
- Dan Meyer
- Daniel Glikman
- Daniel Haber
- Daniel Herr
- Daniel Ivulich
- Daniel Marino
- Daniel Mathieu
- Daniel Munblit
- Daniel Perez
- Daniel Plotkin
- Daniela Guerreiro
- Danielle Jaafar
- Darakhshan Kanwal
- Darren Dahly
- Darshana Hewa Kandamby
- Dave Nagpal
- David Bellemare
- David Dean
- David L. Robertson
- David Maslove
- 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
- Devachandran Jayakumar
- Devika Dixit
- Dewi Guellec
- Diana Adri??o
- Diana P??voas
- Diane Descamps
- Diane Ponscarme
- Didier Laureillard
- Diego Bastos
- 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
- Doug Robb
- Dounia Bouhmani
- Douwe F. Postma
- Dr Marianne Fraher
- Dubravka Supic
- Duc Nguyen
- Duong Bich Thuy
- Dyah Kanyawati
- Dzawani Muhamad
- Ebenezer Rabindrarajan
- Ed Carton
- Edel Meaney
- Eder Caceres
- Edmund Manning
- Edouard Soum
- Edward Wilson Grandin
- Efstathia Mihelis
- Eglantine Ferrand Devouge
- Egle Saviciute
- Eibhilin Higgins
- Eka Yudha Lantang
- Elaine Conway
- Elaine Gilroy
- Elaine McPartlan
- Elena Gallego Curto
- Elena Molinos
- 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
- 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
- Ethan Kurtzman
- Etienne De Montmollin
- Eva Geraud
- Eva Miranda Marwali
- Eva Stolz
- Eve Defous
- Evelyne Kestelyn
- Evert-Jan Wils
- Ewa Talarek
- Ewen M. Harrison
- F??lix Djossou
- Fabian Patauner
- Fabio Guarracino
- Fabio S. Taccone
- Fabrice Laine
- Fakhir Haidri
- Fanny Vuotto
- Fara Diop
- Farah Nadiah Bidin
- Federico D'Amico
- Felwa Bin Humaid
- Fernando Augusto Bozza
- Fernando Maltez
- Fernando Rainieri
- Ferran Roche-Campo
- Ferruccio Mele
- Filipa Br??s Monteiro
- Filipa Cardoso
- Filipa Sequeira
- Filipe Cardoso
- Filomena Boccia
- Fiona Griffiths
- Fionnuala O Brien
- Firouz?? Bani-Sadr
- Fivzia Herekar
- Fl??vio Marino
- Florence Jego
- Florent Peelman
- Florentia Kaguelidou
- Fr??d??rick D???Aragon
- Fran??ois Angoulvant
- Fran??ois Bissuel
- Fran??ois Bompart
- Fran??ois Dubos
- Fran??ois Goehringer
- Fran??ois Lamontagne
- Fran??ois Lellouche
- Fran??ois Martin Carrier
- Fran??ois T??oul??
- Fran??ois-Xavier Catherine
- Fran??ois-Xavier Ferrand
- Fran??ois-Xavier Lescure
- France Mentr??
- Francisco Arancibia
- Frank Bloos
- Frank Manetta
- Frank Olav Pettersen
- Fredrik Muller
- 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
- Gayle Carney
- Gennaro Martucci
- Geoffrey Liegeon
- Georges Le Falher
- Georgios Pollakis
- Geraldine Goco
- Gerard Curley
- Gezy Giwangkancana
- Ghulam Rasheed
- Giacomo Grasselli
- Gianluigi Li Bassi
- Giles J. Peek
- Gilles Peytavin
- Gillian de Loughry
- Giorgia Montrucchio
- Giovanna Occhipinti
- Giovanna Panarello
- Giri Shan Rajahram
- Gitte Van Twillert
- Giulia Bertoli
- Giuliano Michelagnoli
- Giulio Giovanni Cavalli
- Giuseppe Foti
- Gloria Crowl
- Gr??gory Corvaisier
- Graham S. Cooke
- Grainne HigginsOKeeffe
- Grazielle Viana Ramos
- Gregory Purcell
- Gretchen Lemmink
- Gry Kloumann Bekken
- Gugapriyaa Muyandy
- Guillame Louis
- Guillaume Lingas
- Guillaume Martin-Blondel
- Guillermo Giordano
- Guillermo Maestro de la Calle
- Guylaine Castor-Alexandre
- Gwena??l Le Moal
- Gwenha??l Colin
- Gyan Sandhu
- H M Upulee Pabasara
- H??l??ne Esperou
- H??l??ne Salvator
- Ha Sha Lene
- Haixia Shi
- Hajnal-Gabriela Illes
- Hanan Fateena
- Hanna Jung
- Hanna Renk
- Hannah Habraken
- Hannah Keane
- Hannah Visser
- Hans Martin Bosse
- Harald Vonkeman
- Hassan Tawfik
- Hayato Taniguchi
- Hayley Hardwick
- Hazel Bergin
- Heidi Ammerlaan
- Heidi Dalton
- Heidi Gruner
- Helen Doherty
- Helen Tuite
- Helen Vaughan
- Helena Barrasa
- Hem Paneru
- Heng Gee Lee
- Henk Vanoverschelde
- Henrique Mateus Fernandes
- Henry Castrill??n
- Hernando Torres-Zevallos
- Herv?? Le Nagard
- Hiba Zayyad
- Hikombo Hitoto
- 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 In??cio
- Hugo Miranda-Maldonado
- Hugo Mouquet
- Hugues Aumaitre
- Hugues Cordel
- Hussain Tanveer
- Huynh Trung Trieu
- Hwa Jin Cho
- Iam Claire E. Sarmiento
- Ida Carroll
- Ignacio Martin-Loeches
- Ikram Houas
- Ilka Engelmann
- Ilonka van Veen
- Imran Ali
- Imrana Khalid
- In??s Carqueja
- Indrek R??tsep
- Ingrid G. Bustos
- Ioana Grigoras
- Ioannis Trontzas
- Ioannis Xynogalas
- Ionna Deligiannis
- Iqbal Elyazar
- Iqbal Hussain
- Irene Aragao
- Irfan Khan
- Isabela Saba
- Isabella Bianchi
- Isabelle Delacroix
- Isabelle Enderle
- Isabelle Fabre
- Isabelle Gorenne
- Isabelle Hoffmann
- Isabelle Michelet
- Isabelle Pironneau
- Issrah Jawad
- Ithan D. Peltan
- Ivo Castro
- J Kevin Baird
- J. Kenneth Baillie
- J. Perren Cobb
- J??r??me Dimet
- J??r??mie Guedj
- J??r??mie Pasquier
- Jack Song Chia
- Jacky Y. Suen
- Jacobien Ellerbroek
- Jade Ghosn
- Jae Burm Kim
- Jaganathan Selvanayagam
- Jai Madhok
- Jaime Cruz Rojo
- Jaime Hernandez-Montfort
- Jake Dunning
- Jamel Ortoleva
- James Joshua Douglas
- James Lee
- James Scott-Brown
- Jan Cato Holter
- Jan Heerman
- Jan-Erik Berdal
- Jananee Thirumanickam
- Janet Harrison
- Janet Liang
- Janet T. Scott
- Jaques Sztajnbok
- Jarne Van Hattem
- Jason Bouziotis
- Javier Maynar
- Javier Osatnik
- Jean Baptiste Assie
- Jean Christophe Lucet
- Jean Foley
- Jean-Beno??t Arlet
- Jean-Charles Gagnard
- Jean-Charles Preiser
- Jean-Christophe Goffard
- Jean-Daniel Lelievre
- Jean-Fran??ois Payen
- Jean-Fran??ois Timsit
- Jean-Luc Diehl
- Jean-Marc Chapplain
- Jean-Marie Turmel
- Jean-S??bastien Hulot
- Jeanne Sibiude
- Jeanne Truong
- Jee Yan Ong
- Jeff Powis
- Jeffrey Aliudin
- Jeffrey Javidfar
- Jelmer Talsma
- Jennifer Clarke
- Jennifer Connolly
- Jennifer June
- Jenny Lennon
- Jeremy J. Farrar
- Jeronimo Graf
- Jess Gibson
- Jia Shyi Loy
- Jia Wei
- Jillian Deacon
- Jimmy Ming-Yang Hsu
- Jimmy Mullaert
- Jin Yi Goh
- Jo Dalton
- Jo??o Alves
- Jo??o Cam
- Jo??o Estev??o
- Jo??o Martins
- Jo??o Melo Alves
- Jo??o Oliveira
- Jo??o Teixeira
- Joan G??mez-Junyent
- Joana Ferr??o
- Joanne Downey
- Joao Joao Mendes
- Joaqu??n Baruch
- Jodat Saleem
- Jodat Saleem
- Johann Auchabie
- Johannes Gebauer
- John Bourke
- John F. Fraser
- John G. Laffey
- John Marshall
- Johnny McKeown
- Jolanta Popielska
- Jonathan Chua
- Jonathan Crump
- Jonathan Golob
- Jonathan Remppis
- Jonathan Samuel Ch??vez I??iguez
- Jordan Zhien Yang Toh
- Jordi Rello
- Jordi Riera
- Jorge Dantas
- Jorge Fernandes
- Jorge Paulos
- Jos?? Casimiro
- Jos?? Ernesto Vidal
- Jos?? Luis Bernal Sobrino
- Jos?? Miguel Cisneros Herreros
- Jose Andres Calvache
- Jose I Nunez
- Jose M. Mandei
- Jose Pedro Cidade
- Joshua Solomon
- Josie Campisi
- Joy Ann Villanueva
- Juan Fernado Masa Jimenez
- Juan Fiorda
- Juan Jose Diaz Diaz
- Juan Luis Cruz Berm
- Juan Macias Sanchez
- Juan Pablo Horcajada
- Judit Villar
- Judy Gitahi
- Jules Bauer
- Julia Garcia-Diaz
- Julia Rodriguez Abreu
- Julian Chica
- Julie Chas
- Julie Mankikian
- Julien Jabot
- Julien Moyet
- Julien Poissy
- Juliette Duthoit
- Juliette Patrier
- Juliette Romaru
- Junaid Hashmi
- Junaid Patel
- Junji Itai
- Justin Schaffer
- Justine Pages
- K??vin Alexandre
- K??vin Bouiller
- K??vin Didier
- Kah Chuan Lim
- Kai Zacharowski
- Kalaiarasu Peariasamy
- Kalynn Kennon
- Karen Delavigne
- Karine Bezulier
- Karine Faure
- Karine Risso
- Karisha Sivam
- Karl Erik M??ller
- Karolina Krawczyk
- Karolina Nowicka
- Kashif Memon
- Katarzyna Lewandowska
- Kate Ainscough
- Kate Calligy
- Katharina Weil
- Kathy Brickell
- Katie O'Hearn
- Kazali Enagnon Alidjnou
- Kazi Rubayet Anwar
- Keibun Liu
- Keiki Shimizu
- Keith Wille
- Kenneth A. McLean
- Ker Hong Bee
- Kevin Katz
- Khor How Kiat
- Kim Keat Tan
- Kishore Mangal
- Kizy Sanchez de Oliveira
- Koji Hoshino
- Kok Wei Hao
- Kollengode Ramanathan
- Kong Yeow Kang
- Konrad Zawadka
- Konstantinos Kyriakoulis
- Konstantinos Syrigos
- Konstanty Szuldrzynski
- Kota Hoshino
- Krishna Bhavsar
- Kristian Tonby
- Kuan Pei Xuan
- Kusum Menon
- Kyle Gomez
- Laetitia Bodenes
- Lai Hui Pang
- Lance C. W. Turtle
- Lara Absil
- Lara Lovelace-Macon
- Larissa Oliveira
- Lars Heggelund
- Lars S. Maier
- Laur??ne Azemar
- Laura Feeney
- Laura Marsh
- Laura Merson
- Laura van Gulik
- Laure Goubert
- Lauren Deconninck
- Laurence Bouillet
- Laurence Maulin
- Laurent Abel
- Laurent Bitker
- Laurent Guilleminault
- Laurent Lefebvre
- Laurent Mandelbrot
- Laurent Plantier
- Laurent Richier
- Laveena Munshi
- Le Van Tan
- Leanne Hays
- Lee Lee Low
- Lenka Petrou
- Leonardo Salazar
- Leong Chee Loon
- Leong Chin-Tho
- Letizia Lucia Florio
- Liadain Reid
- Liadain Reid
- Liem Luong
- Lila Bouadma
- Liliana Resende
- Lim Lina
- Lim Saio Xian
- Lim Yuen Han
- Lina Morales Cely
- Linda Gail Skeie
- Linda O'Shea
- Lionel Eric Benjiman
- Lionel Piroth
- Lisa Mc Sweeney
- Lisa Norman
- Lisa Patterson
- Liv Hesstvedt
- Lorenzo Bertolino
- Lorenzo Grazioli
- Lorna Murphy
- Lorraine McAndrew
- Louis Gerbaud Morlaes
- Louise Sigfrid
- Lovkesh Arora
- Lu??s Bento
- Lu??s Patr??o
- Lu??s Val-Flores
- Luca Brazzi
- Lucia Moro
- Lucia Proen??a
- Lucian Durham III
- Lucie Le Fevre
- Lucille Blumberg
- Luis Felipe Reyes
- Luis Melo
- Luis Periel
- Luisa Quesada
- Lukas Arenz
- Lysa Tagherset
- M Azhari Taufik
- M??lanie Roriz
- M??rio Ferraz
- Ma??der Pagadoy
- Machteld van der Feltz
- Madiha Hashmi
- Maeve Kelsey
- Maeve Kernan
- Maeve Ryan
- Magdalena Surovcov??
- Mageswari Selvarajoo
- Maggie Mechlin
- Mahdad Noursadeghi
- Maia Rabaa
- Maire-Laure Casanova
- Maisa Guimar??es de Castro
- Makoto Uchiyama
- Malcolm G. Semple
- Malte Kohns Vasconcelos
- Mamoru Komatsu
- Mangala Narasimhan
- Manuel Etienne
- Manuel Rosa-Calatrava
- Maqsood Meher
- Mar??lia Fernandes
- Maram Zahran
- Marc Csete
- Marc Fabre
- Marc Lambert
- Marc Leone
- Marcel van den Berge
- Marcela Vieira Freire
- Marco Echeverria-Villalobos
- Marco Giani
- Mare Pejkovska
- Margarida Torres
- Margarite Grable
- Margaux Isnard
- Maria Amaral
- Maria Angelica Rivera Nu??ez
- Maria Boylan
- Maria de Piero
- Maria Donnelly
- Maria Ines Ribeiro
- Maria Joao Silva
- Maria Lawrensia Tampubolon
- Maria Pokorska-Spiewak
- Maria Ryan
- Maria Sousa Uva
- Maria Toki
- Maria Zambon
- Mariachiara Ippolito
- Mariana Casc??o
- Mariano Esperatti
- Marie Bartoli
- Marie Connor
- Marie Gominet
- Marie Lachatre
- Marie Lacoste
- Marie Lagrange
- Marie Langelot-Richard
- Marie Rafiq
- Marie-Capucine Tellier
- Marie-Charlotte Chopin
- Marie-Christine Carret
- Marie-Pierre Debray
- Marieke Haalboom
- Marielle Boyer-Besseyre
- Marielle Buisson
- Marije Lowik
- Marina Esposito-Farese
- Marina Lanza
- Marina Wainstein
- Marine Beluze
- Marine Livrozet
- Mario Palacios
- Marion Le Mar??chal
- Marion Noret
- Marion Schneider
- Marion Zabbe
- Marjolein Brusse-Keizer
- Mark de Boer
- Mark Downing
- Mark G. Pritchard
- Mark Joseph
- Marl??ne Murris
- Marlene Santos
- Marlice van Dyk
- Marsilla Marzukie
- Marta Alessi
- Marta Leal Santos
- Marta Sousa
- Martin Guego
- Martin Martinot
- Martina Escher
- Martina Hennessy
- Martine Remy
- Mary Copland
- Mary Mone
- Masahiro Fukuda
- Masaki Yamazaki
- Masliza Zahid
- Massimo Antonelli
- Massimo Gagliardi
- Massimo Palmarini
- Mathew Pulicken
- Mathieu Blot
- Mathieu Lesouhaitier
- Mathieu Mattei
- Mathilde Desvall??e
- Mathilde Duplaix
- Matteo Puntoni
- Matteo Rossetti
- Matthew Brack
- Matthew Cummings
- Matthew Griffee
- Matthew Hall
- Matthew Pellan Cheng
- Matthieu Revest
- Maude Bouscambert
- Mauro Panigada
- Max O'Donnell
- Maxime Hentzien
- Maximilian Malfertheiner
- Maximilien Saint-Gilles
- Mayka Mergeay-Fabre
- Meera Chand
- Megan Coles
- Megan Marshal
- Meghena Mathew
- Mehdi Mezidi
- Mehul Desai
- Melissa Parker
- Menaldi Rasmin
- Merc?? Jourdain
- Mia Callahan
- Mical Paul
- Michael Collins
- Michael Maxwell
- Michael Piagnerelli
- Michael Rose
- Michael Schwameis
- Michael Sonntagbauer
- Michael Towers
- Michael Varrone
- Michaela Barnikel
- Michela Leone
- Michelle E Kho
- Michelle Girvan
- Michelle Smyth
- Michelle Smyth
- Miguel Pedrera Jim??nez
- Miguel Zambrano
- Minerva Cervantes-Gonzalez
- Minh Le
- Mireia Cantero
- Miriam O'Sullivan
- Mirjam Evers
- Mo??se Machado
- Mobin Chaudary
- Mohamed Fayed
- Mohammad Asim
- Mohammad Imran
- Mohammad Shamsah
- Mohammed El Sanharawi
- Mohammed Quraishi
- Mohan Dass Pathmanathan
- Mohanaprasanth Balakrishnan
- Mohd Nazlin Bin Kamarudin
- Mohd Shahnaz Hasan
- Mohiuddin Shiekh
- Moirangthem Bikram Singh
- Monserrat Solis
- Morgane Gilg
- Morgane Snacken
- Moshe Matan
- Motohiro Asaki
- Muhammad Aisar Ayadi Kamaluddin
- Muhammad Ashraf
- Muhammad Fadhli Hassin Basri
- Muhammad Hayat
- Mukesh Kumar
- Murray Dryden
- Murray Wham
- Musharaf Sadat
- Mustehan Bashir
- Myl??ne Maillet
- Myung Jin Song
- Nad??ge Neant
- Nadeem Munir
- Nadia Baig
- Nadia Ettalhaoui
- Nadia Malik
- Nadia Ouamara
- Nadiah Ismail
- Nadiah Kamarudin
- Nadir Hadri
- Nadirah Abdul Wahid
- Nagarajan Ramakrishnan
- Nageswaran Narayanan
- Nahoko Shindo
- Namra N
- Naoki Shimizu
- Naseem Ali Shah
- Nasir Khoso
- Nassima Si Mohammed
- Natalie McEvoy
- Nataly Farshait
- Nathalie Allou
- Nathalie DeCastro
- Nathalie Dournon
- Nathalie Gagn??
- Nathalie Gault
- Nathalie M. Delfos
- Nathalie Pansu
- Nathan Peiffer-Smadja
- Naveed Latif
- Navy Lolong
- Navya Garimella
- Nawal Salahuddin
- Nazreen Abu Bakar
- Necsoi Coca
- Neerusha Kaisbain
- Nelson Cardoso
- Nestor Luque
- Neurinda Permata Kusumastuti
- Ng Wing Yiu
- Ng Yong Muh
- Ng Yong Siang
- Nguyen Van Vinh Chau
- Niamh Feely
- Niamh Kelly
- Niamh Ni Leathlobhair
- Nicholas Rizer
- Nicholas Sedillot
- Nicholas Yee Liang Hing
- Nicholas Yuri Barbosa
- Nick Daneman
- Nicky Van Der Vekens
- Nicolas Benech
- Nicolas Brozzi
- Nicolas Carlier
- Nicolas Ferriere
- Nicolas Terzi
- Nicole White
- Nidyanara Castanheira
- Nik Nur Eliza Mohamed
- Nikita A Nekliudov
- Nilar Lwin
- Nina Buchtele
- Nina Jamieson
- Nipunie Rajapakse
- Nisreen Shiban
- No??mie Mercier
- No??mie Tissot
- No??mie Vanel
- Nobuaki Shime
- Nobuya Kitamura
- Noelia Garc??a Barrio
- Noor Hidayu Wahab
- Nor Arisah Misnan
- Nor Zaila Binti Zaidan
- Nora Fuentes
- Nuno Germano
- Nuno Martins
- Nur Amira
- Nurnaningsih Nurnaningsih
- Nurul Amani Mohd Noordin
- Nurul Faten Izzati Norharizam
- Nurul Najmee Abdulkadir
- Nurul Zaynah
- Oana Sandulescu
- Obada Yousif
- Odile Launay
- Ogechukwu Menkiti
- Oksana Kruglova
- Olavi Maasikas
- Oleksa Rewa
- Olena Haidash
- Olga Martynenko
- Olguta Lungu
- Olivier Bouchaud
- Olivier Epaulard
- Olivier Lairez
- Olivier Lesens
- Olivier Picone
- Olivier Robineau
- Olivier Sanchez
- Olivier Terrier
- Omar Mehkri
- Ong Yiaw Joe
- Oriane Pu??chal
- Orna Ni Choileain
- Oryane Mabiala
- Osama Khalid
- Osama Metwally
- Oscar Hoiting
- Ouifiya Kafif
- Pablo Blanco-Schweizer
- Pablo Serrano Balazote
- Paddy Mallon
- Palliya Guruge Pramodya Ishani Ishani
- Pamela Combs
- Paola Rodari
- Paolo Cattaneo
- Paolo Pelosi
- Parthena Savvidou
- Pascal Granier
- Patricia Fontela
- Patricia Gordon
- Patricia Lizotte
- Patricia Patricio
- Patrick Archambault
- Patrick Biston
- Patrick Breen
- Patrick Breen
- Patrick Imbert
- Patrick Rispal
- Patrick Rossignol
- Paul Campbell
- Paul Dunand
- Paul Henri Wicky
- Paul Kellam
- Paul Klenerman
- Paul Le Turnier
- Paul Loubet
- Paul McNally
- Paul Tierney
- Paul van der Valk
- Paula Custodio
- Pauline Caraux-Paz
- Pauline Yeung Ng
- Pavan Kumar Vecham
- Pawel Twardowski
- Pedro Faria
- Pedro Povoa
- Peter de Vries
- Peter Doran
- Peter Horby
- Peter Kiiza
- Peter Openshaw
- Peter S Timashev
- Peter Van der Voort
- Petr Glybochko
- PG Ishara Udayanga
- Phil Gallagher
- Philippe Jouvet
- Philippine Eloy
- Phillip Mason
- Phoebe Ampaw
- Piero L. Olliaro
- Pierre Delobel
- Pierre Jaquet
- Pierre Tattevin
- Pierre-Adrien Bolze
- Pierre-Fran??ois Sandrine
- Pierre-Marc Villeneuve
- Pierre-Marie Roger
- Pieter Depuydt
- Piret Sillaots
- Pleun Terpstra
- Polina Bugaeva
- Pompini Agustina Sitompul
- Pooja Varghese
- Pranya Sakiyalak
- Prasan Kumar Panda
- Prasanth Sukumar
- Pratap Karpayah
- Pratima Sharma
- praveen kumar ghisulal
- Priscila Diaz
- Prompak Nitayavardhana
- Punam Singh
- Qabas Alkhafajee
- Quentin Le Hingrat
- Quentin Lepiller
- Quratul Ain
- Rachael McConnochie
- Rachael Parke
- Rachel Cregan
- Rachida Ouissa
- Rafael Freitas de Oliveira Fran??a
- Rafael Le??n
- Rafael Mahieu
- Rajavardhan Rangappa
- Rajeshwari Arali
- Rajyabardhan Pattnaik
- Rakesh Arora
- Rana Imran Sikander
- Raph Hamers
- Rapha??l Borie
- Rapha??l Favory
- Raquel Pinto
- Rashan Haniffa
- Rashid Nasim Khan
- Rasidah Bt Senian
- Raul Neto
- Ravi Kant
- Raymond Savio
- Razi Alalqam
- Rebecca Hamidfar
- Rebecca Holt
- Rebekha Garcia
- Renata Barbalho
- Renato Reis
- 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
- Roberto Andini
- Roberto Roncon-Albuquerque Jr
- Robin Kobbe
- Rodrigo Diaz
- Rog??rio Silva
- 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
- Ruth Jimbo-Sotomayor
- Ruth Lyons
- Ruth N. Jorge Garc??a
- Ryadh Pokeerbux
- Ryan Kennedy
- Ryan Khoo
- Ryan S. Thwaites
- Ryuzo Abe
- S??bastien Preau
- S??lvia Ferreira
- S??rgio Gai??o
- S??verine Ansart
- Saad Nseir
- Sabelline Bouchez
- Sabin Koirala
- Sabina Kali
- Sabina Mason
- Sabine Cornelis
- Sabine Croonen
- Sadie Kelly
- Saeeda Haider
- Saef Umar Barnett
- Saijad Orakzai
- Saima Kamal
- Sairah Sadaf
- Saleh Al Ageel
- Sally Shrapnel
- Salma Jaafoura
- Samantha Lissauer
- Samantha Strudwick
- Samira Laribi
- Samreen Ijaz
- Samual MacDonald
- Samuel Bernard Ekow Harrison
- Samuel Hinton
- Samuel Markowicz
- Samuel McElwee
- Sandrine Couffin-Cadiergues
- Sanjay Lakhey
- Sanne Wesselius
- Santi Dewayanti
- Saptadi Yuliarto
- Sara Clohisey
- Sara Taleb
- Sara Ventura
- Sarah Cormican
- Sarah E. McDonald
- Sarah Isgett
- Sarah MacDonald
- Sarah Moore
- Sarah Redl
- Sarah Stabler
- Sarah Syahrin
- Sarah Tubiana
- Saye Khoo
- Scott Pharand
- Se??n Keating
- Seamus Daly
- Sean Donohue
- Sebastian Vencken
- Sebastiano Maria Colombo
- Segol??ne Greffe
- Senthilkumar Alegesan
- Sergio Poli
- Shahdattul Mawarni Taib
- Shaikh Sharjeel
- Shakeel Ahmed
- Shaminee Veeran
- Sharma Keshav
- Shaun Thompson
- Shaunagh Browne
- Sheeba Hakak
- Sheharyar Ashraf
- Sheila C??rcel
- Sherry McDermott
- Sheryl Ann Abdukahil
- Shingo Adachi
- Shinichiro Ohshimo
- Shiranee Sriskandan
- Shirin Tabrizi
- Shirley Sarfo-Mensah
- Shoban Raj Vasudayan
- Shona C. Moore
- Sia Loong Tonnii
- Silvia Casta??eda
- Silvia Lourenco
- Sim Choon Ean
- Sim??o Rodeia
- Simon Bessis
- Simon Forsyth
- Simon-Djamel Thiberville
- Simone Carelli
- Simone Piva
- Simreen Kaur Johal
- 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
- Sobia Masood
- Sof??a Contreras
- Sofia Cardoso
- Sofia Prapa
- Sofia Tejada
- Soizic Le Mestre
- Sophie Halpin
- Sophie Mahy
- Sophie O'Halloran
- Sophie Yacoub
- Sravya Pudota
- Sree Satyapriya
- Srinivas Murthy
- St??phane Jaureguiberry
- St??phane Lasry
- St??phane Sallaberry
- St??phanie Cousse
- St??phanie Fry
- Stanislas Rebaudet
- Steffi Ryckaert
- Stella Rousset
- Stephan Schroll
- Stephanie Nonas
- Stephanie Roberts
- Stephanie Yerkovich
- Stephanie-Susanne Stecher
- Stephen Brett
- Stephen Knight
- Steven Anthony Webb
- Steven van Lelyveld
- Stijn Van de Velde
- Stuart Houltham
- 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
- Swagata Tripathy
- 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
- T. Eoin West
- T??nia Sequeira
- Tae Song
- Taha Pasha
- Tahira Jamal Mohamed
- Tak-Hyuk Oh
- Takako Akimoto
- Takayuki Ogura
- Taku Tanaka
- Takuya Shiga
- Tala Al-dabbous
- Tamara Seitz
- Tan Pei Wen
- Tanvir Alam
- Tarek Elshazly
- Tatiana Fonseca
- Tatsuya Kawasaki
- Tawnya Ogston
- Teck Fung Wong
- Teresa Lawrence
- Terese Hammond
- Tessa Broadley
- Th??o Treoux
- 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
- Tiago Isidoro
- Tiago Reyes
- Tiffany Trouillon
- Timo Brandenburger
- Timo Tolppa
- 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
- V??ctor Quir??s Gonz??lez
- V??ronique Lemee
- Vadim Tieroshyn
- Val??rie Gaborieau
- Val??rie Garrait
- Val??rie Gissot
- Valentine Campana
- Valeria Balan
- Valla Sahraei
- van der Palen Job
- Vanessa Sancho-Shimizu
- Vanessa Teotonio
- Vanina Meysonnier
- Vegard Skogen
- Ventzislava Petrov-Sanchez
- Vicente Souza-Dantas
- Victor Fomin
- Victoria Manda
- Victoria McEneany
- Victoria Shaw
- Vieri Parrini
- 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
- 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 Greenhalf
- Wilna Oosthuyzen
- Wim Dieperink
- Xavier Duval
- Xavier S??nchez Choez
- Xin Ci Wong
- 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
- Zubair Umer
- Zul Amali Che Kamaruddin
- Zul Fakar
- Zulfiqar Sandhu
- Publication venue
- 'Elsevier BV'
- Publication date
- 01/01/2021
- Field of study
International audienc
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
- Bonfasius Aurelius
- Borges Diogo
- Borie Raphaël
- 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
- Calligy Kate
- Calvache Jose Andres
- Caminiti Caterina
- Camões João
- Campana Valentine
- Campbell Paul
- Campisi Josie
- Canepa Cecilia
- Cantero Mireia
- Caraux-Paz Pauline
- Cardellino Chiara Simona
- Cardoso Filipa
- Cardoso Filipe
- Cardoso Nelson
- Cardoso Sofia
- Carelli Simone
- Carlacci Francesca
- Carlier Nicolas
- Carmoi Thierry
- 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
- Castor-Alexandre Guylaine
- 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
- Chiarabini Thibault
- 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
- Chow Yock Ping
- Christy Nathaniel
- Chua Hiu Jian
- Chua Jonathan
- Cidade Jose Pedro
- Citarella Barbara Wanjiru
- Citarella Barbara Wanjiru
- Ciullo Anna
- Clarke Emma
- Clarke Jennifer
- Clifton Lei
- Clohisey Sara
- Codan Cassidy
- Cody Caitriona
- Coelho Alexandra
- Coles Jennifer
- Coles Megan
- Colin Gwenhaël
- Collins Michael
- Colombo Sebastiano Maria
- Combs Pamela
- Connor Marie
- Conrad Anne
- Contreras Sofía
- Conway Elaine
- Cooke Graham S.
- Copland Mary
- Cordel Hugues
- Corley Amanda
- Cornelis Sabine
- Cornet Alexander Daniel
- Corpuz Arianne Joy
- Cortegiani Andrea
- Corvaisier Grégory
- Costigan Emma
- Couffignal Camille
- Couffin-Cadiergues Sandrine
- Courtois Roxane
- Cousse Stéphanie
- Cregan Rachel
- Cristella Cosimo
- Croonen Sabine
- Crowl Gloria
- Crump Jonathan
- Cruz Claudina
- Csete Marc
- Cullen Ailbhe
- 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
- Dabaliz Al-Awwab
- Dagens Andrew
- Dahly Darren
- 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
- De Montmollin Etienne
- de Oliveira França Rafael Freitas
- de Piero Maria
- de Pinho Oliveira Ana Isabel
- De Rosa Rosanna
- De Rose Cristina
- de Silva Thushan
- de Velde Stijn Van
- de Vries Peter
- Deacon Jillian
- Dean David
- Debard Alexa
- Debray Marie-Pierre
- DeCastro Nathalie
- Dechert William
- Deconninck Lauren
- Decours Romain
- Defous Eve
- Delacroix Isabelle
- Delaveuve Eric
- Delavigne Karen
- Delfos Nathalie M.
- Deligiannis Ionna
- Dell'Amore Andrea
- Delmas Christelle
- Delobel Pierre
- Delsing Corine
- Demonchy Elisa
- Denis Emmanuelle
- Deplanque Dominique
- Depuydt Pieter
- Desai Mehul
- Descamps Diane
- Desvallées Mathilde
- Devouge Eglantine Ferrand
- Dewayanti Santi
- Dhanger Pathik
- Diallo Alpha
- Diamantis Sylvain
- Dias Andrea
- Dias André
- Diaz Juan Jose
- Diaz Priscila
- Diaz Rodrigo
- 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
- Donohue Chloe
- Donohue Sean
- Donohue Yoann
- Doran Peter
- Dorival Céline
- Douangdala Phouvieng
- Douglas James Joshua
- Douma Renee
- Dournon Nathalie
- Dow Denisse Bazan
- Downer Triona
- Downey Joanne
- Downing Mark
- Drake Tom
- Driscoll Aoife
- Dryden Murray
- Dubee Vincent
- 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
- Elapavaluru Subbarao
- Elharrar Brigitte
- Ellerbroek Jacobien
- Eloy Philippine
- Elshazly Tarek
- Elyazar Iqbal
- Enderle Isabelle
- Endo Tomoyuki
- Eng Chan Chee
- Engelmann Ilka
- Enouf Vincent
- Epaulard Olivier
- Escher Martina
- Esperatti Mariano
- Esperou Hélène
- Esposito-Farese Marina
- Estevão João
- Etienne Manuel
- Ettalhaoui Nadia
- Everding Anna Greti
- Evers Mirjam
- Fabre Isabelle
- Fabre Marc
- Faheem Amna
- Fahy Arabella
- Fairfield Cameron J.
- Fakar Zul
- Falher Georges Le
- Faria Pedro
- Fateena Hanan
- Fatoni Arie Zainul
- Faure Karine
- Favory Raphaël
- Fayed Mohamed
- Feely Niamh
- Feeney Laura
- Feltz Machteld Van der
- Fernandes Jorge
- Fernandes Marília Andreia
- Fernandes Susana
- Ferrand François-Xavier
- Ferrari Carlo
- Ferraz Mário
- Ferrão Joana
- Ferreira Benigno
- Ferreira Bernardo
- Ferreira Isabel
- Ferreira Sílvia
- Ferrer-Roca Ricard
- Ferriere Nicolas
- Fevre Lucie Le
- Ficko Céline
- Figueiredo-Mello Claudia
- Finlayson William
- Fiorda Juan
- Flament Thomas
- Flateau Clara
- Fletcher Tom
- Florence Aline-Marie
- Florio Letizia Lucia
- Flynn Brigid
- Flynn Deirdre
- Fogliazza Federica
- Foley Claire
- Foley Jean
- Fomin Victor
- Fonseca Claudio Duarte
- Fonseca Tatiana
- Fontela Patricia
- Forsyth Simon
- Foster Denise
- Foti Giuseppe
- Fourn Erwan
- Fowler Robert A.
- Fraher Marianne
- Franch-Llasat Diego
- Fraser Christophe
- Fraser John F
- Freire Marcela Vieira
- Friedrich Caren
- Fritz Ricardo
- Fry Stéphanie
- Fuentes Nora
- Fukuda Masahiro
- G Argin
- Gaborieau Valérie
- Gaci Rostane
- Gagliardi Massimo
- Gagnard Jean-Charles
- Gagneux-Brunon Amandine
- Gaião Sérgio
- Gallagher Phil
- Gamble Carrol
- Gandonniere Charlotte Salmon
- Gani Yasmin
- Garan Arthur
- Garcês Rui Caetano
- Garcia Rebekha
- Garcia-Diaz Julia
- Garcia-Gallo Esteban
- García Ruth N. Jorge
- Garimella Navya
- Garofalo Federica
- Garot Denis
- Garrait Valérie
- Gault Nathalie
- Gavin Aisling
- Gavrylov Anatoliy
- Gaymard Alexandre
- Gebauer Johannes
- Geraud Eva
- Germano Nuno
- ghisulal praveen kumar
- Ghosn Jade
- Giani Marco
- Giaquinto Carlo
- Gibson Jess
- Gigante Tristan
- Gilg Morgane
- Gilroy Elaine
- Giordano Guillermo
- Girvan Michelle
- Gissot Valérie
- Glikman Daniel
- Glybochko Petr
- Gnall Eric
- Goco Geraldine
- Goehringer François
- Goepel Siri
- Goffard Jean-Christophe
- Goh Jin Yi
- Golob Jonathan
- Gomes Rui
- Gomez Kyle
- Gominet Marie
- Gonzalez Alicia
- Gordon Patricia
- Gorenne Isabelle
- Goubert Laure
- Goujard Cécile
- Goulenok Tiphaine
- Gómez-Junyent Joan
- Grable Margarite
- Graf Jeronimo
- Granado Rolando Claure-Del
- Grandin Edward Wilson
- Granerud Beathe Kiland
- Granier Pascal
- Grasselli Giacomo
- Green Christopher A.
- Greene Courtney
- Greenhalf William
- Greffe Segolène
- Greve Frank van Someren
- Grieco Domenico Luca
- Griffee Matthew
- Griffiths Fiona
- Grigoras Ioana
- Groenendijk Albert
- Gruner Heidi
- Gu Yusing
- Guedj Jérémie
- Guego Martin
- Guellec Dewi
- Guerguerian Anne-Marie
- Guerreiro Daniela
- Guery Romain
- Guillaumot Anne
- Guilleminault Laurent
- Guimard Thomas
- Gulik Laura van
- Haalboom Marieke
- Haber Daniel
- Habraken Hannah
- Hachemi Ali
- Hadri Nadir
- Hakak Sheeba
- Hall Adam
- Hall Matthew
- Halpin Sophie
- Hamer Ansley
- Hamers Raph L.
- Hamidfar Rebecca
- Hammond Naomi
- Hammond Terese
- Han Lim Yuen
- Haniffa Rashan
- Hao Kok Wei
- Hardwick Hayley
- Harrison Ewen M.
- Harrison Janet
- Harrison Samuel Bernard Ekow
- Hartman Alan
- Hashmi Junaid
- Hattem Jarne Van
- Hayes Ailbhe
- Hays Leanne
- Heerman Jan
- Heggelund Lars
- Hendry Ross
- Heng Benedict Sim Lim
- Hennessy Martina
- Henriquez-Trujillo Aquiles
- Hentzien Maxime
- Hernandez Diana
- Hernandez-Montfort Jaime
- Herreros José Miguel Cisneros
- Hershey Andrew
- Hesstvedt Liv
- Hidayah Astarini
- Higgins Dawn
- Higgins Eibhlin
- Higgins Rupert
- Hinchion Rita
- Hing Nicholas Yee Liang
- Hingrat Quentin Le
- Hinton Samuel
- Hiraiwa Hiroaki
- Hirkani Haider
- Hitoto Hikombo
- Ho Antonia
- Ho Yi Bin
- Hoctin Alexandre
- Hoffmann Isabelle
- Hoh Wei Han
- Hoiting Oscar
- Holt Rebecca
- Holten Aleksander Rygh
- Holter Jan Cato
- Horby Peter
- Horcajada Juan Pablo
- Hoshino Koji
- Hoshino Kota
- Houas Ikram
- Hough Catherine L.
- Houltham Stuart
- Hssain Ali Ait
- Hsu Jimmy Ming-Yang
- Hulot Jean-Sébastien
- Humaid Felwa Bin
- Huo Stella
- Hurd Abby
- Ijaz Samreen
- Ikram M. Arfan
- Illana Carlos Cañada
- Illes Hajnal-Gabriela
- Imbert Patrick
- Inácio Hugo
- Ing Yun Sii
- Iñiguez Jonathan Samuel Chávez
- Iosifidis Elias
- Ippolito Mariachiara
- Irawany Vera
- Isgett Sarah
- Isidoro Tiago
- Ismail Nadiah
- Isnard Margaux
- Itai Junji
- Ito Asami
- Ivulich Daniel
- Jaafar Danielle
- Jaafoura Salma
- Jabot Julien
- Jackson Clare
- Jamieson Nina
- Janes Victoria
- Jaquet Pierre
- Jassat Waasila
- Jaud-Fischer Coline
- Jaureguiberry Stéphane
- Javidfar Jeffrey
- Jaworsky Denise
- Jego Florence
- Jelani Anilawati Mat
- Jenum Synne
- Jimbo-Sotomayor Ruth
- Jimenez Juan Fernado Masa
- Joe Ong Yiaw
- Joseph Cédric
- Joseph Mark
- Joshi Swosti
- Jourdain Mercé
- Jouvet Philippe
- Jung Anna
- Jung Hanna
- Juzar Dafsah
- Kafif Ouifiya
- Kaguelidou Florentia
- Kaisbain Neerusha
- Kaleesvran Thavamany
- Kali Sabina
- Kalicinska Alina
- Kalomoiri Smaragdi
- Kamaluddin Muhammad Aisar Ayadi
- Kamaruddin Zul Amali Che
- Kamarudin Mohd Nazlin Bin
- Kamarudin Nadiah
- Kandamby Darshana Hewa
- Kandel Chris
- Kang Kong Yeow
- Karpayah Pratap
- Karsies Todd
- Kartsonaki Christiana
- Kartsonaki Christiana
- Kasugai Daisuke
- Kataria Anant
- Katz Kevin
- Kaur Aasmine
- Kay Christy
- Keane Hannah
- Keating Seán
- Kedia Pulak
- Kelly Andrea
- Kelly Aoife
- Kelly Claire
- Kelly Niamh
- Kelly Sadie
- Kelly Yvelynne
- Kelsey Maeve
- Kennedy Ryan
- Kennon Kalynn
- Keomany Sommay
- Kernan Maeve
- Kerroumi Younes
- Keshav Sharma
- Kestelyn Evelyne
- Khalid Imrana
- Khalil Antoine
- Khan Coralie
- Khan Irfan
- Kherajani Krish
- Kho Michelle E
- Khoo Denisa
- Khoo Ryan
- Khoo Saye
- Kiat Khor How
- Kida Yuri
- Kiiza Peter
- Kildal Anders Benjamin
- Kim Jae Burm
- Kimmoun Antoine
- Kindgen-Milles Detlef
- King Alexander
- Kitamura Nobuya
- Klenerman Paul
- Klont Rob
- Knight Stephen R
- Kobbe Robin
- Kodippily Chamira
- Komatsu Mamoru
- Korten ISARIC Collaborator
- Kosgei Caroline
- Kpangon Arsène
- Krawczyk Karolina
- Krishnan Sudhir
- Krishnan Vinothini
- Kruglova Oksana
- Kumar Deepali
- Kumar Ganesh
- Kuriakose Dinesh
- Kurtzman Ethan
- Kusumastuti Neurinda Permata
- Kutsogiannis Demetrios
- Kutsyna Galyna
- Kyriakoulis Konstantinos
- L'Her Erwan
- Lachatre Marie
- Lacoste Marie
- Laffey John G.
- Lafhej Nadhem
- Lagrange Marie
- Laine Fabrice
- Lairez Olivier
- Lambert Marc
- Lamontagne François
- Langelot-Richard Marie
- Langlois Vincent
- Lantang Eka Yudha
- Lanza Marina
- Laouénan Cédric
- Laribi Samira
- Lariviere Delphine
- Lasry Stéphane
- Lath Sakshi
- Launay Odile
- Laureillard Didier
- Lavie-Badie Yoan
- Law Andrew
- Lawrence Cassie
- Lawrence Teresa
- Le Minh
- Leal Ema
- Leathlobhair Niamh Ni
- Lee Biing Horng
- Lee Heng Gee
- Lee James
- Lee Jennifer
- Lee Su Hwan
- Lee Todd C.
- Lee Yi Lin
- Leeming Gary
- Lefebvre Bénédicte
- Lefebvre Laurent
- Lefèvre Benjamin
- LeGac Sylvie
- Lelievre Jean-Daniel
- Lellouche François
- Lemaignen Adrien
- Lemee Véronique
- Lemeur Anthony
- Lemmink Gretchen
- Lene Ha Sha
- Lennon Jenny
- Leone Marc
- Leone Michela
- León Rafael
- Lescure François-Xavier
- Lesens Olivier
- Lesouhaitier Mathieu
- Lester-Grant Amy
- Letizia Andrew
- Letrou Sophie
- Levy Bruno
- Levy Yves
- Levy-Marchal Claire
- Lewandowska Katarzyna
- Liang Janet
- Liegeon Geoffrey
- Lim Kah Chuan
- Lim Wei Shen
- Lima Chantre
- Lina Bruno
- Lina Lim
- Lind Andreas
- Lingad Maja Katherine
- Lingas Guillaume
- Lion-Daolio Sylvie
- Lissauer Samantha
- Liu Keibun
- Livrozet Marine
- Lizotte Patricia
- Loforte Antonio
- Lolong Navy
- Loon Leong Chee
- Lopes Diogo
- Lopez-Colon Dalia
- Lopez-Revilla Jose W.
- Lordemann Anja Grosse
- Loschner Anthony L.
- Loubet Paul
- Loufti Bouchra
- Louis Guillame
- Lourenco Silvia
- Lovelace-Macon Lara
- Low Lee Lee
- Lowik Marije
- Loy Jia Shyi
- Lucet Jean Christophe
- Luna Carlos M.
- Lungu Olguta
- Luong Liem
- Luque Nestor
- Luton Dominique
- Lwin Nilar
- Lyons Ruth
- Maasikas Olavi
- Mabiala Oryane
- Machado Moïse
- Machado Sara
- Macheda Gabriel
- Madiha Hashmi
- Maglietta Giuseppe
- Mahieu Rafael
- Mahy Sophie
- Maia Ana Raquel
- Maier Lars S.
- Maillet Mylène
- Maitre Thomas
- Majori Maria
- Malaque Ceila Maria Sant‘Ana
- Malfertheiner Maximilian
- Malik Nadia
- Mallon Paddy
- Maltez Fernando
- Malvy Denis
- Mammi Patrizia
- Manda Victoria
- Mandei Jose M.
- Mandelbrot Laurent
- Manetta Frank
- Mankikian Julie
- Manning Edmund
- Manuel Aldric
- Maréchal Marion Le
- Marino Daniel
- Marino Flávio
- Markowicz Samuel
- Marques Ana
- Marquis Catherine
- Marsh Brian
- Marshal Megan
- Marshall John
- Martelli Celina Turchi
- Martin Dori-Ann
- Martin Emily
- Martin-Blondel Guillaume
- Martin-Loeches Ignacio
- Martinez F. Eduardo
- Martinot Martin
- Martins Ana
- Martins João
- Martins Nuno
- Martín-Quiros Alejandro
- Martucci Gennaro
- Martynenko Olga
- Marwali Eva Miranda
- Marzukie Marsilla
- Maslove David
- Mason Sabina
- Matan Moshe
- Mathieu Daniel
- Mattei Mathieu
- Matulevics Romans
- Maulin Laurence
- Maxwell Michael
- Maynar Javier
- Mayxay Mayfong
- Mazzoni Thierry
- McArthur Colin
- McCanny Peter
- McCarthy Aine
- McCarthy Anne
- McCloskey Colin
- McConnochie Rachael
- McDermott Sherry
- McDonald Sarah E.
- McElroy Aine
- McElwee Samuel
- McEneany Victoria
- McEvoy Natalie
- McGeer Allison
- McKay Chris
- McKeown Johnny
- McLean Kenneth A.
- McNally Paul
- McNicholas Bairbre
- McPartlan Elaine
- Meaney Edel
- Mear-Passard Cécile
- Mechlin Maggie
- Mehkri Omar
- Mele Ferruccio
- Melo Luis
- Mendes Joao Joao
- Menkiti Ogechukwu
- Menon Kusum
- Mentré France
- Mentzer Alexander J.
- Mercier Emmanuelle
- Mercier Noémie
- Merckx Antoine
- Mergeay-Fabre Mayka
- Mergler Blake
- Merson Laura
- Merson Laura
- Meschi Tiziana
- Mesinovic Munib
- Mesquita António
- Mestre Soizic Le
- Meta Roberta
- Metwally Osama
- Meybeck Agnès
- Meyer Dan
- Meynert Alison M.
- Meysonnier Vanina
- Meziane Amina
- Mezidi Mehdi
- Michelanglei Céline
- Michelet Isabelle
- Mihelis Efstathia
- Mihnovit Vladislav
- Miller Jennene
- Miranda-Maldonado Hugo
- Misnan Nor Arisah
- Moal Gwenaël Le
- Mohamed Nik Nur Eliza
- Mohamed Tahira Jamal
- Mohammed Nassima Si
- Mohd-Hanafiah Farah Nadia
- Moin Asma
- Moing Vincent Le
- Molinos Elena
- Molloy Brenda
- Mone Mary
- Monteiro Agostinho
- Monteiro Filipa Brás
- Montes Claudia
- Montrucchio Giorgia
- Moore Sarah
- Moore Shona C.
- Morlaes Louis Gerbaud
- Moro Lucia
- Morton Ben
- Motherway Catherine
- Motos Ana
- Mouquet Hugo
- Moyet Julien
- Mudara Caroline
- Muh Ng Yong
- Muhamad Dzawani
- Mullaert Jimmy
- Munblit Daniel
- Murphy Aisling
- Murphy Lorna
- Murris Marlène
- Murthy Srinivas
- Musaab Himed
- Mutti Carlotta
- Muvindi Himasha
- Muyandy Gugapriyaa
- Müller Fredrik
- Müller Karl Erik
- Myrodia Dimitra Melia
- Nagard Hervé Le
- Nagpal Dave
- Nagrebetsky Alex
- Narasimhan Mangala
- Narayanan Nageswaran
- Nazerali-Maitland Alasdair
- Neant Nadège
- Neb Holger
- Necsoi Coca
- Nekliudov Nikita
- Nelwan Erni
- Neto Ary Serpa
- Neto Raul
- Netten Carolien van
- Neumann Emily
- Ng Pauline Yeung
- Nghi Anthony
- Nguyen Duc
- Nichol Alistair D
- Nitayavardhana Prompak
- Nonas Stephanie
- Noordin Nurul Amani Mohd
- Nor Basri Mat
- Noret Marion
- Norharizam Nurul Faten Izzati
- Norman Lisa
- North Anita
- Notari Alessandra
- Noursadeghi Mahdad
- Nowicka Karolina
- Nowinski Adam
- Nseir Saad
- null null
- null null
- Nunez Jose I
- Nuñez Maria Angelica Rivera
- Nurnaningsih Nurnaningsih
- Nusantara Dwi Utomo
- Nyamankolly Elsa
- O'Callaghan Annmarie
- O'Donnell Max
- O'Halloran Sophie
- O'Hearn Katie
- O'Neil Conar
- O'Shea Linda
- O'Sullivan Miriam
- Occhipinti Giovanna
- OConnor Derbrenn
- Ogston Tawnya
- Ogura Takayuki
- Oh Tak-Hyuk
- Ohshimo Shinichiro
- Oldakowska Agnieszka
- Oliveira João
- Oliveira Larissa
- Olliaro Piero
- Olliaro Piero L.
- Ong David S. Y.
- Ong Jee Yan
- Oña Edwin Fernando Paredes
- Oosthuyzen Wilna
- Opavsky Anne
- Openshaw Peter
- Orozco-Chamorro Claudia Milena
- Ortoleva Jamel
- Osatnik Javier
- Othman Siti Zubaidah
- Ouamara Nadia
- Ouissa Rachida
- Oziol Eric
- Pagadoy Maïder
- Pages Justine
- Palacios Amanda
- Palen Job van der
- Palmarini Massimo
- Panarello Giovanna
- Panda Prasan Kumar
- Pang Lai Hui
- Panigada Mauro
- Pansu Nathalie
- Papadopoulos Aurélie
- Parducci Paolo
- Parke Rachael
- Parker Melissa
- Pasquier Jérémie
- Pastene Bruno
- Patauner Fabian
- Patel Drashti
- Pathmanathan Mohan Dass
- Patrão Luís
- Patricio Patricia
- Patrier Juliette
- Patrizi Laura
- Patterson Lisa
- Paul Christelle
- Paul Mical
- Paulos Jorge
- Paxton William A.
- Payen Jean-François
- Peake Sandra L
- Peariasamy Kalaiarasu
- Peariasamy Kalaiarasu M.
- Peek Giles J.
- Peelman Florent
- Peiffer-Smadja Nathan
- Peigne Vincent
- Pejkovska Mare
- Pelosi Paolo
- Peltan Ithan D.
- Pereira Rui
- Perez Daniel
- Periel Luis
- Perpoint Thomas
- Perrot Clara Mouton
- Pesenti Antonio
- Pestre Vincent
- Petrou Lenka
- Petrov-Sanchez Ventzislava
- Petrovic Michele
- Pettersen Frank Olav
- Peytavin Gilles
- Pharand Scott
- Phonemixay Ooyanong
- Phoutthavong Soulichanya
- Piagnerelli Michael
- Picard Walter
- Picone Olivier
- Pierobon Carola
- Piersma Djura
- Pimentel Carlos
- Pinto Raquel
- Piquard Valentine
- Pires Catarina
- Pironneau Isabelle
- Piroth Lionel
- Pisi Roberta
- Pitaloka Ayodhia
- Piubelli Chiara
- Pius Riinu
- Plantier Laurent
- Png Hon Shen
- Poissy Julien
- Pokeerbux Ryadh
- Pokorska-Spiewak Maria
- Poli Sergio
- Pollakis Georgios
- Ponscarme Diane
- Popielska Jolanta
- Porto Diego Bastos
- Post Andra-Maris
- Postma Douwe F.
- Povoa Pedro
- Powis Jeff
- Póvoas Diana
- Prapa Sofia
- Praphasiri Viladeth
- Preau Sébastien
- Prebensen Christian
- Preiser Jean-Charles
- Prinssen Anton
- Pritchard Mark G.
- Priyadarshani Gamage Dona Dilanthi
- Proença Lucia
- Pudota Sravya
- Puéchal Oriane
- Puntoni Matteo
- Purcell Gregory
- Qasim Eman Al
- Quesada Luisa
- Quinones-Cardona Vilmaris
- Quist-Paulsen Else
- Quraishi Mohammed
- Rabaa Maia
- Rabaud Christian
- Rafael Aldo
- Rafiq Marie
- Ragazzo Gabrielle
- Rahardjani Mutia
- Rahman Ahmad Kashfi Haji Ab
- Rahman Rozanah Abd
- Rainieri Fernando
- Rajahram Giri Shan
- Rajahram Giri Shan
- Ramakrishnan Nagarajan
- Ramalho José
- Ramli Ahmad Afiq
- Rammaert Blandine
- Ramos Grazielle Viana
- Rampello Anais
- Rangappa Rajavardhan
- Ranjan Ritika
- Ranza Elena
- Rapp Christophe
- Rashan Aasiyah
- Rashan Thalha
- Rasmin Menaldi
- Rau Cornelius
- Rausa Francesco
- Ravi Tharmini
- Rätsep Indrek
- Real Andre
- Rebaudet Stanislas
- Redl Sarah
- Reeve Brenda
- Rego Caroline Martins
- Reid Liadain
- Reikvam Dag Henrik
- Reis Renato
- Rello Jordi
- Remppis Jonathan
- Remy Martine
- Ren Hongru
- Renk Hanna
- Resseguier Anne-Sophie
- Revest Matthieu
- Rewa Oleksa
- Reyes Luis Felipe
- Reyes Tiago
- Ribeiro Ana Freitas
- Ribeiro Maria Ines
- Ricchiuto Antonia
- Richardson David
- Richardson Denise
- Richier Laurent
- Ridzuan Siti Nurul Atikah Ahmad
- Riera Jordi
- Rincon Diego Fernando Bautista
- Rios Ana L
- Rishu Asgar
- Rispal Patrick
- Risso Karine
- Rizer Nicholas
- Robba Chiara
- Roberto André
- Robertson David L.
- Robineau Olivier
- Roche-Campo Ferran
- Rodari Paola
- Rodeia Simão
- Roessler Bernhard
- Roger Claire
- Roger Pierre-Marie
- Roilides Emmanuel
- Rojek Amanda
- Romaru Juliette
- Roncon-Albuquerque Roberto
- Roriz Mélanie
- Rosa-Calatrava Manuel
- Rose Michael
- Rosenberger Dorothea
- Rossanese Andrea
- Rossetti Matteo
- Rossi Sandra
- Rossignol Bénédicte
- Rossignol Patrick
- Rousset Stella
- Roy Carine
- Roze Benoît
- Rusmawatiningtyas Desy
- Russell Clark D.
- Ryan Maeve
- Ryan Maria
- Ryckaert Steffi
- Saba Isabela
- Sacchelli Luca
- Sadat Musharaf
- Sahraei Valla
- Saidani Nadia
- Saint-Gilles Maximilien
- Sakiyalak Pranya
- Salazar Leonardo
- Sales Gabriele
- Sallaberry Stéphane
- Salvator Hélène
- Sanchez Olivier
- Sanchez-Miralles Angel
- Sancho-Shimizu Vanessa
- Sandhu Gyan
- Sandhu Zulfiqar
- Sandrine Pierre-François
- Sandulescu Oana
- Sanharawi Mohamed El
- Santo Catarina Espírito
- Santos Marlene
- Santos Marta Leal
- Santos-Olmo Rosario Maria Torres
- Sarfo-Mensah Shirley
- Sarmiento Iam Claire E.
- Sarton Benjamine
- Satya Ankana
- Satyapriya Sree
- Satyawati Rumaisah
- Saviciute Egle
- Savvidou Parthena
- Saw Yen Tsen
- Schaffer Justin
- Schermer Tjard
- Scherpereel Arnaud
- Schneider Marion
- Schroll Stephan
- Schwameis Michael
- Schwartz Gary
- Scicluna Brendan
- Scott Janet T.
- Scott-Brown James
- Sedillot Nicholas
- Seitz Tamara
- Selvarajoo Mageswari
- Semaille Caroline
- Semedi Bambang Pujo
- Semple Malcolm G.
- Senian Rasidah Bt
- Senneville Eric
- Sepulveda Claudia
- Sequeira Filipa
- Sequeira Tânia
- Shadowitz Ellen
- Shahidan Syamin Asyraf
- Shamsah Mohammad
- Shankar Anuraj
- Sharjeel Shaikh
- Sharma Pratima
- Shaw Catherine A.
- Shaw Victoria
- Shetty Rajesh Mohan
- Shetty Rohan
- Shi Haixia
- Shiban Nisreen
- Shiekh Mohiuddin
- Shiga Takuya
- Shime Nobuaki
- Shimizu Hiroaki
- Shimizu Keiki
- Shrapnel Sally
- Shum Hoi Ping
- Siang Ng Yong
- Sibiude Jeanne
- Sibounheuang Bountoy
- Siddiqui Atif
- Sigfrid Louise
- Sillaots Piret
- Silva Catarina
- Silva Maria Joao
- Silva Rogério
- Sin Wai Ching
- Sinatti Dario
- Singh Budha Charan
- Singh Moirangthem Bikram
- Singh Punam
- Sitompul Pompini Agustina
- Sivam Karisha
- Skeie Linda Gail
- Skogen Vegard
- Smith Sue
- Smood Benjamin
- Smyth Coilin
- Smyth Michelle
- Snacken Morgane
- So Dominic
- Soh Tze Vee
- Solomon Joshua
- Solomon Tom
- Somers Emily
- Sommet Agnès
- Song Myung Jin
- Song Rima
- Song Tae
- Sonntagbauer Michael
- Soom Azlan Mat
- Sotto Albert
- Soum Edouard
- Sousa Ana Chora
- Sousa Marta
- Souza-Dantas Vicente
- Sperry Alexandra
- Spinuzza Elisabetta
- Sriskandan Shiranee
- Stabler Sarah
- Staudinger Thomas
- Stecher Stephanie-Susanne
- Steinsvik Trude
- Stienstra Ymkje
- Stiksrud Birgitte
- Stolz Eva
- Stone Amy
- Streinu-Cercel Adrian
- Streinu-Cercel Anca
- Stuart Ami
- Stuart David
- Su Richa
- Subekti Decy
- Suen Gabriel
- Suen Jacky Y.
- Sultana Asfia
- Summers Charlotte
- Supic Dubravka
- Suppiah Deepashankari
- Surovcová Magdalena
- Suwarti Atie
- Svistunov Andrey
- Sweeney Lisa Mc
- Syahrin Sarah
- Syrigos Konstantinos
- Sztajnbok Jaques
- Szuldrzynski Konstanty
- Tabrizi Shirin
- Taccone Fabio S.
- Tagherset Lysa
- Taib Shahdattul Mawarni
- Talarek Ewa
- Taleb Sara
- Talsma Jelmer
- Tamisier Renaud
- Tamlihat Younes Ait
- Tampubolon Maria Lawrensia
- Tan Kim Keat
- Tan Le Van
- Tan Yan Chyi
- Tanaka Clarice
- Tanaka Hiroyuki
- Tanaka Taku
- Taniguchi Hayato
- Tardivon Coralie
- Tattevin Pierre
- Taufik M Azhari
- Tawfik Hassan
- Tedder Richard S.
- Tee Tze Yuan
- Teixeira João
- Tejada Sofia
- Tellier Marie-Capucine
- Teoh Sze Kye
- Teotonio Vanessa
- Terpstra Pleun
- Terrier Olivier
- Terzi Nicolas
- Tessier-Grenier Hubert
- Tey Adrian
- Téoulé François
- Thabit Alif Adlan Mohd
- Tham Zhang Duan
- Thangavelu Suvintheran
- Thibault Vincent
- Thiberville Simon-Djamel
- Thill Benoît
- Thirumanickam Jananee
- Tho Leong Chin
- Thompson Shaun
- Thomson David
- Thomson Emma C.
- Thurai Surain Raaj Thanga
- Thuy Duong Bich
- Thwaites Ryan S.
- Ticinesi Andrea
- Tierney Paul
- Tieroshyn Vadim
- Timashev Peter S
- Timsit Jean-François
- Tissot Noémie
- Toh Jordan Zhien Yang
- Toki Maria
- Tonby Kristian
- Tonnii Sia Loong
- Torre Marta
- Torres Antoni
- Torres Margarida
- Torres-Zevallos Hernando
- Towers Michael
- Trapani Tony
- Trieu Huynh Trung
- 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
- Turtle Lance C. W.
- 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