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At-admission prediction of mortality and pulmonary embolism in an international cohort of hospitalised patients with COVID-19 using statistical and machine learning methods

  • Mazankowski Heart Institute
  • , ISARIC Characterisation Group
  • Mazankowski Alberta Heart Institute
  • University of Oxford
  • National Institutes of Health
  • Ministry of Health
  • Academic Medical Center
  • University of Oxford Medical Sciences Division
  • King Abdul-Aziz Cardiac Center
  • Tuanku Fauziah Hospital
  • Chiba University Hospital
  • Inserm
  • Universite Libre de Bruxelles
  • University of Pennsylvania Perelman School of Medicine
  • Rinku General Medical Center
  • Uniklinik University Hospital
  • Department of Anesthesia and Intensive Care
  • Centro Hospitalar Vila Nova de Gaia/Espinho
  • King Faisal Specialist Hospital and Research Centre
  • University Hospital Kerry
  • St Vincent’s University Hospital
  • Bunda Thamrin Hospital
  • Our lady of Lourdes Drogheda
  • Hamad General Hospital
  • Centre Hospitalier de Saintonge
  • Teine Keijinkai Hospital
  • Persahabatan Hospital
  • Beaumont Hospital
  • Northwell Health System
  • Al Adan Hospital
  • Galway University Hospital
  • Hospital Universitari Vall d'Hebron
  • Department of Biopathology and Medical Biotechnologies
  • University of Edinburgh
  • Rouen University Hospital
  • Al-Amiri & Jaber Al-Ahmed Hospitals
  • St Bernard’s Hospital
  • Sligo University Hospital
  • Lille Regional University Hospital Centre
  • Centre hospitalier universitaire de Nantes
  • Centre Hospitalier Félix-Guyon
  • University of Coimbra
  • Hospital de São José
  • Hospital Curry Cabral
  • Sungai Buloh Hospital
  • Catharina Hospital
  • University of Ottawa
  • Second University of Naples
  • University Hospital of Amiens
  • Irccs Sacro Cuore Don Calabria Hospital
  • Centre Hospitalier Universitaire de Brest
  • Hospital Kuala Lumpur
  • Fondazione Policlinico Universitario A Gemelli IRCCS
  • Laboratory of Pathology and Biointervention
  • National Institute of Cardiovascular Diseases
  • National Cardiovascular Center Harapan Kita
  • National Guard Health Affairs
  • Centro Hospitalar e Universitário do Porto
  • Instituto Nacional del Tórax
  • Istituto Mediterraneo per i Trapianti e Terapie ad Alta Specializzazione
  • CISSS Chaudière-Appalaches
  • Ludwig-Maximilians-University
  • AP-HP
  • Groote Schuur Hospital
  • University of Iowa
  • St. Boniface Hospital and The University of Manitoba
  • Asia
  • Fujieda Municipal General Hospital
  • Hospital Puerta de Hierro
  • Lao-Oxford-Mahosot Hospital-Wellcome Trust Research Unit
  • Centre Hospitalier intercommunal de Créteil
  • McGill University
  • Centre Hospitalier de Cholet
  • Centre Hospitalier de Perpignan
  • INSERM U705 CNRS UMR 8206
  • APHP Hospital Cochin
  • Centre Hospitalier Intercommunal Villeneuve-Saint-Georges
  • Grande Prairie Queen Elizabeth II
  • University of Edinburgh, Roslin Institute
  • Rush University Medical Center
  • Sotiria General Hospital
  • Unidade Local de Saúde de Alto Minho
  • Centre Hospitalier Universitaire de Reims
  • Instituto de Infectologia Emilio Ribas
  • Caja Nacional De Salud
  • Imperial College London
  • Hospital Universitario de Alava
  • Grand Hôpital de l’Est Francilien (Site de Marne-la-Vallée)
  • IRCCS for Oncology and Neurosciences
  • Clinica Valle de Lilli
  • University of Washington Medical Center
  • Critical Care Asia
  • Raja Permaisuri Bainun Hospital
  • WHO-ISARIC Clinical Characterisation Protocol & amp; SPRINT-SARI
  • Medisch Spectrum Twente (MST)
  • Tartu University Hospital
  • Centre hospitalier universitaire de Québec
  • Follow Up Study Working Group
  • Sao Camilo Cura D’ars
  • Hospices Civils de Lyon
  • Sarawak General Hospital
  • University of Cincinnati
  • Akershus University Hospital
  • Hôpital Raymond-Poincaré
  • Oklahoma Heart Institute
  • University Hospital of Nancy
  • La Timone University Hospital
  • Ohio State University
  • All India Institute of Medical Sciences Rishikesh
  • Thonon-les-Bains
  • Civil Hospital Marie Curie
  • Centre Hospitalier Lyon-Sud
  • CHU Sainte Justine University Hospital Research Center
  • Hospital Universitario Rio Hortega
  • Jena University Hospital
  • University Hospital and Medical School of Dijon
  • National Institute for Communicable Diseases
  • The University of Edinburgh
  • Centre Hospitalier de Dax-Côte d’Argent
  • Universidad del Cauca
  • Karitas Hospital and Waikabubak Hospital
  • Paris Diderot Sorbonne Cite University
  • Universitätsklinikum Düsseldorf
  • CHU de Saint-Etienne
  • Hôpital Avicenne
  • Centre Hospitalier de L’Université de Montréal
  • Centre Hospitalier de Bourg-en-Bresse
  • CHU Besançon
  • Grenoble University Hospital
  • Luang Namtha Provincial Hospital
  • Xieng Khouang Provincial Hospital
  • Hôpital d’Instruction des Armées Bégin
  • Franciscus Gasthuis and Vlietland
  • Evandro Chagas National Institute of Infectious Diseases-Fundação Oswaldo Cruz
  • Centre Hospitalier de Mayotte
  • Hospital Egas Moniz
  • San Giovanni Hospital
  • Regional Hospital
  • Beacon Hospital
  • Monash University
  • Nelson Hospital
  • Cleveland Clinic Foundation
  • Medical University Vienna
  • IM Sechenov Moscow State Medical University
  • Universidad de La Sabana
  • CHU de Martinique
  • Centre Hospitalier Régional Metz-Thionville
  • Emory University
  • Johns Hopkins University
  • Comissão de Ética
  • Presbyterian Hospital Services
  • IMIM-Hospital del Mar
  • IMIBIC/Reina Sofia University Hospital/University of Cordoba
  • Hospital do Espirito Santo
  • Hôpital Américain de Paris
  • Vancouver Island Health Authority
  • Hôtel Dieu Centre Hospitalier
  • Centre hospitalier de l’Université de Montréal
  • Limerick Regional General Hospital
  • Centro Hospitalar e Universitario de Coimbra
  • Centre Hospitalier de Béziers
  • CHLO
  • Policlinicodi Orsola Universitàdi Bologna
  • Université de Montréal
  • Hospital Universitari Sagrat Cor
  • Avera McKennan Hospital & University Health Center
  • Centre Hospitalier de Melun
  • Attapeu Provincial Hospital
  • Sunnybrook Health Sciences Centre
  • Public Health England
  • Assistance Publique-HÔpitaux de Paris, Université Paris Sud
  • Service de Génétique Moléculaire et Génomique Médicale
  • Hôpital Tenon
  • Centro Universitario de Ciencias Biólogicas Y Agropecuarias, Centro de Estudios en Zoología, Universidad de Guadalajara
  • Hôpital Saint-Antoine
  • Unit of Obstetrics and Gynecology
  • Chonnam National University Hospital
  • Salavan Provincial Hospital
  • Hospital Pulau Pinang
  • Sunway Medical Centre
  • Hospital Universitario Virgen del Rocío
  • University of Utah
  • Children's Health Ireland at Temple St. Children's University Hospital
  • Regional Trauma Services Foothills Medical Centre
  • Connolly Hospital Blanchardstown
  • Carilion Clinic
  • Centre Hospitalier Départemental Vendée
  • Allegheny General Hospital
  • Fondazione IRCCS Ca
  • University of Chicago
  • University of Liverpool
  • Brantford General Hospital
  • University of Queensland
  • Centre Hospitalier Bretagne Atlantique
  • Hôpital Jacques Monod
  • PREPARE and RECOVER EU Consortium
  • Tergooi Hospital
  • Michael Garron Hospital
  • Mount Sinai Medical Center Miami Beach
  • Columbia University
  • Centre Hospitalier Universitaire de Guadeloupe
  • MRC-University of Glasgow Centre for Virus Research
  • University Hospital Cleveland Medical Centre (UH Cleveland Hospital)
  • University Hospital Waterford
  • Saint-Martin
  • Centre Hospitalier Universitaire de Sherbrooke
  • Centro Hospitalar Tondela-Viseu EPE
  • Monaldi Hospital
  • Catholic University of the Sacred Heart
  • University of Sheffield
  • St Christopher's Hospital for Children
  • Piedmont Atlanta Hospital
  • Hôpital Purpan
  • Hopital Saint-Louis
  • Centre Hospitalier Emile Roux
  • Hôpital Bel-Air CHR Metz
  • University Hospital of Toulouse
  • Alrijne Hospital
  • Policlinico of Padova
  • Centre Hospitalier Universitaire de Nice
  • ISARIC Global Support Centre
  • Ghent University Hospital
  • INOVA Fairfax Medical Center
  • Hospital Universitario de Gran Canaria Dr.Negrín
  • Hospital Professor Doutor Fernando Fonseca
  • Clinica Las Condes
  • University Medical Center Groningen
  • Centre Hospitalier Mont-de-Marsan
  • Rambam Medical Center
  • Centre Hospitalier Andrée Rosemon
  • University of Edinburgh
  • The Adelaide Hospital
  • Lions Gate Hospital
  • Flevoziekenhuis
  • St James's Hospital
  • St Joseph’s Health Center
  • Centre Hospitalier Universitaire d’Angers
  • Houston Methodist Hospital
  • Oslo University Hospital
  • Medical College of Wisconsin
  • Hôpital de la Conception
  • Centre Hospitalier de Tourcoing
  • Centre Hospitalier De Chateaudun
  • Reinier de Graaf Hospital - SSDZ
  • Tohoku Medical and Pharmaceutical University
  • Plata Medical Foundation Private Community Hospital
  • Hospitales Puerta de Hierro
  • Canisius Wilhelmina Ziekenhuis
  • Centre Hospitalier Pierre Oudot
  • North York General Hospital
  • Universiti Sains Malaysia
  • PICU Saiful Anwar Hospital
  • University of California San Francisco
  • Santa Maria University Hospital
  • Centre Hospitalier Techer
  • INSERM 1415 CHRU Tours
  • Liverpool School of Tropical Medicine
  • University of Kansas Medical Center
  • The Montreal Children’s Hospital
  • Vancouver General Hospital
  • Fondazione IRCCS San Gerardo dei Tintori
  • Hôpital Foch
  • University of Toronto Faculty of Medicine
  • Bon Secours Hospital Cork
  • Hospital Verge de la Cinta
  • Hospital Escola da Universidade Federal de Pelotas
  • Saiseikai Senri Hospital
  • Manipal Hospital Whitefield
  • Centre Hospitalier de Pau
  • Hôpital privé d’Antony
  • Hospital de S. Joao
  • Hospital San Pedro de Alcántara
  • Beth Israel Deaconess Medical Center
  • Ochsner Clinic
  • Lugansk State Medical University
  • Klinikum Passau
  • Cleveland Clinic- Abu Dhabi
  • University of Padova
  • Children’s Hospital of Eastern Ontario
  • Mater Misericordiae University Hospital
  • Centre Hospitalier Henri Duffaut
  • The Baruch Padeh Medical Center Poriya
  • Lankenau Institute of Medical Research
  • University of Toronto
  • University of Tübingen
  • Permai Hospital
  • University of Michigan, Ann Arbor
  • Hospital Garcia de Orta
  • Autonomous University of Barcelona (UAB)
  • Wexford General Hospital
  • Baylor Scott White Research Institute
  • Chile Sociedad Chilena de Desarrollo Emocional
  • Centre Hospitalier du Pays d’Aix
  • University of Birmingham
  • Centre Hospitalier Universitaire Ambroise-Paré
  • Carol Davila University of Medicine and Pharmacy
  • Erasmus MC
  • University Medical Center Hamburg-Eppendorf
  • Hospital de Amor
  • Middlemore Hospital (Canties Manukan Health)
  • Centre Hospitalier de Soissons
  • Red Deer Regional Hospital Centre
  • University of Oxford
  • McLeod Healthcare System
  • Providence Saint John’s Health Centre
  • Kluang Hospital
  • Kintampo Health Research Centre
  • AZ Maria Middelares
  • Drammen Hospital
  • Universidad de Las Americas
  • Lancaster General Health
  • Nagoya University Hospital
  • Long COVID India - Terna Specialty Hospital and Research Centre
  • Hopital Le Mans
  • Sultanah Bahiyah Hospital
  • Negeri Sembilan
  • University of Alabama at Birmingham
  • Hokkaido University Hospital
  • Fukuoka University
  • US NHLBI PETAL Network
  • St Joseph's Healthcare
  • La Paz University Hospital
  • Centre Hospitalier Annecy Genevois
  • Hippokrateion Hospital
  • RSUP Fatmawati
  • Hiroshima University
  • Mie University Hospital
  • Hospital Alemán
  • Mills Memorial Hospital
  • Raja Perempuan Zainab II Hospital
  • Hospital Nuestra Señora de Gracia
  • Kyung Pook National University Hospital
  • Consortium IMGEN
  • Tawau Hospital
  • Melaka Hospital
  • Princess Margaret Hospital Hong Kong
  • Center for Microbial Pathogenesis
  • Washington University in St. Louis
  • Royal Infirmary of Edinburgh
  • University of Oklahoma Health Sciences Center
  • Groupe Hospitalier Diaconesses Croix Saint-Simon
  • University College of London Hospitals
  • Unity Health Toronto
  • McMaster University
  • Lahad Datu Hospital
  • University Hospital of North Norway
  • Keimyung University
  • Kimitsu Chuo Hospital
  • Obihiro-Kosei General Hospital
  • Marmara University School of Medicine
  • University Health Network
  • Apollo Hospitals Chennai
  • Hartford Healthcare
  • Universitas Airlangga
  • Royal Alexandra Hospital, Edmonton
  • Centre Hospitalier Alpes-Leman
  • Hôpital Rangueil
  • Prof Dr R. D. Kandou Central Hospital
  • Université Paris Descartes-Sorbonne Paris Cité
  • Nîmes University Hospital
  • Wellington Hospital, New Zealand
  • University of Alberta
  • CHU de Montpellier
  • Universitaire La Miletrie
  • Queen Elizabeth Hospital
  • Severance Hospital
  • University of Manchester
  • University Paris East
  • University Institute of Cardiology and Respirology of Quebec
  • Sultanah Nur Zahirah Hospital
  • Centre Hospitalier Universitaire Gabriel Montpied
  • Institute of TB and Lung Diseases
  • Waitemata District Health Board
  • Nottingham University Hospitals NHS Trust
  • Angeles University Foundation
  • Malawi-Liverpool Wellcome Trust
  • Saiseikai Utsunomiya Hospital
  • University of Florida
  • Instituto Nacional del Niño San Borja
  • Hospital de Clínicas
  • Hospital Emergencia Ate Vitarte
  • Port Macquarie Base Hospital
  • University Hospital of Regensburg
  • William Osler Health Sciences System-Etobicoke General Hospital
  • Assistance Publique - Hô Pitaux de Paris
  • Hospital Vila Franca de Xira
  • Alberta Children's Hospital
  • Centre Hospitalier de Colmar
  • Universitario La Paz - IdiPAZ
  • Kingston Health Sciences Centre
  • International Islamic University Malaysia
  • Waikato Hospital
  • Auckland City Hospital
  • Mt Sinai Hospital
  • London Health Sciences Centre
  • Wellcome Trust Centre for Human Genetics
  • Centre Hospitalier de Cahors
  • MRC Human Genetics Unit
  • Hospital Clínic
  • Tengku Ampuan Afzan Hospital
  • King's College London
  • University of British Columbia, Faculty of Medicine
  • Baystate MC
  • University Hospital Northern British Columbia
  • Université Libre de Bruxelles
  • University of Indonesia
  • Queen Mary Hospital Hong Kong
  • Centre François Xavier Michelet
  • Irish Critical Care Critical Clinical Trials Network
  • Siriraj Piyamaharajkarun Hospital
  • Oregon
  • University College London
  • Department of Children’s Infectious Diseases
  • Dr Sardjito Government Hospital
  • RSUD Pasar Minggu
  • Mercy University Hospital
  • Legacy Emanuel Medical Center
  • Kyungpook National University (KNU)
  • Hiroshima University Graduate School of Biomedical and Health Sciences
  • University of São Paulo
  • Misericordia Community Hospital
  • Joseph Brant Hospital
  • National Heart and Lung Institute
  • Tufts Medical Center
  • Mayo Clinic School of Medicine
  • Hospital General San Francisco
  • Hospital Beatriz Ângelo
  • Niagara Health
  • Centre Hospitalier de Périgueux
  • University Hospital of Ostrava
  • Humber River Hospital
  • Maastricht University
  • North-Estonia Medical Centre Foundation
  • RSUD Dr. Soetomo
  • Baylor University Medical Center at Dallas
  • Network for Improving Critical Care Systems and Training
  • Hospital de Abrantes
  • Hôpital Européen Marseille
  • Centre Hospitalier Agen-Nérac
  • Vall d’Hebron Institute of Research
  • University of Manitoba
  • The Center for Diagnosis
  • CHU Carémeau
  • Royal Melbourne Hospital
  • Hôpital Laënnec-site de Quimper
  • Fundación Cardiovascular de Colombia
  • Hospital Universitari Sant Joan D’Alacant
  • Centro Hospitalar do Algarve
  • RSPI Prof. Dr. Sulianti Saroso
  • The Heart Hospital Baylor Plano
  • Gelre Hospitals Apeldoorn
  • Krankenhaus Barmherzige Brueder
  • Baylor AllSaints Medical Centre
  • Sozialmedizinisches Zentrum Sud
  • Centro Hospitalar de Leiria
  • Tohoku University
  • Hyogo Prefectural Kakogawa Medical Center
  • Tokyo Metropolitan Tama Medical Center
  • Pamela Youde Nethersole Eastern Hospital
  • Grand River Hospital
  • Seoul National University Bundang Hospital
  • Federal University of Rio de Janeiro
  • Baerum Sykehus
  • National Institute for Infectious Diseases Matei Bals
  • Sturgeon Community Hospital
  • Department of Medicine
  • University Hospital Krakow
  • Kyoto Medical Centre
  • Yokohama City University Medical Center
  • Fatmawati Hospital
  • Complexo Hospitalar Dr. Clementino Fraga
  • Centre Hospitalier Louis Raffalli
  • University of Nebraska Medical Center
  • University of Cape Town
  • Clínica Internacional
  • Albury Wodonga Health
  • Assistance Publique-Hôpitaux de Paris
  • Dunedin Hospital
  • ADRZ
  • Meander Medical Centre
  • ADRZ
  • Noordwest-Ziekenhuisgroep
  • Grey Nun’s Community Hospital
  • Beatrixziekenhuis
  • Royal Columbian Hospital, New Westminster
  • Queen Elizabeth Hospital Hong Kong
  • Kyoto Prefectural University of Medicine
  • Kouritu Tousei Hospital
  • MedStar Washington Hospital Centre
  • Clinica Pasteur National- University of Comahue
  • Hospital Sultanah Aminah

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12 Citations (Scopus)

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