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Machine learning predicts mortality based on analysis of ventilation parameters of critically ill patients: multi-centre validation.
Mamandipoor, Behrooz; Frutos-Vivar, Fernando; Peñuelas, Oscar; Rezar, Richard; Raymondos, Konstantinos; Muriel, Alfonso; Du, Bin; Thille, Arnaud W; Ríos, Fernando; González, Marco; Del-Sorbo, Lorenzo; Del Carmen Marín, Maria; Pinheiro, Bruno Valle; Soares, Marco Antonio; Nin, Nicolas; Maggiore, Salvatore M; Bersten, Andrew; Kelm, Malte; Bruno, Raphael Romano; Amin, Pravin; Cakar, Nahit; Suh, Gee Young; Abroug, Fekri; Jibaja, Manuel; Matamis, Dimitros; Zeggwagh, Amine Ali; Sutherasan, Yuda; Anzueto, Antonio; Wernly, Bernhard; Esteban, Andrés; Jung, Christian; Osmani, Venet.
Afiliação
  • Mamandipoor B; Fondazione Bruno Kessler Research Institute, Trento, Italy.
  • Frutos-Vivar F; Hospital Universitario de Getafe & Centro de Investigación en Red de Enfermedades Respiratorias (CIBERES), Madrid, Spain.
  • Peñuelas O; Hospital Universitario de Getafe & Centro de Investigación en Red de Enfermedades Respiratorias (CIBERES), Madrid, Spain.
  • Rezar R; Clinic of Internal Medicine II, Department of Cardiology, Paracelsus Medical University of Salzburg, 5020, Salzburg, Austria.
  • Raymondos K; Medizinische Hochschule Hannover, Hannover, Germany.
  • Muriel A; Clinic of Internal Medicine II, Department of Cardiology, Paracelsus Medical University of Salzburg, 5020, Salzburg, Austria.
  • Du B; Unidad de Bioestadística Clinica Hospital Ramón y Cajal, Instituto Ramón y Cajal de Investigaciones Sanitarias (IRYCIS) & Centro de Investigación en Red de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain.
  • Thille AW; Peking Union Medical College Hospital, Beijing, People's Republic of China.
  • Ríos F; University Hospital of Poitiers, Poitiers, France.
  • González M; Hospital Nacional Alejandro Posadas, Buenos Aires, Argentina.
  • Del-Sorbo L; Clínica Medellín & Universidad Pontificia Bolivariana, Medellín, Colombia.
  • Del Carmen Marín M; Interdepartmental Division of Critical Care Medicine, Toronto, ON, Canada.
  • Pinheiro BV; Hospital Regional 1° de Octubre, Instituto de Seguridad Y Servicios Sociales de Los Trabajadores del Estado (ISSSTE), México, DF, México.
  • Soares MA; Pulmonary Research Laboratory, Federal University of Juiz de Fora, Juiz de Fora, Brazil.
  • Nin N; Hospital Universitario Sao Jose, Belo Horizonte, Brazil.
  • Maggiore SM; Hospital Español, Montevideo, Uruguay.
  • Bersten A; Università Degli Studi G. d'Annunzio Chieti e Pescara, Chieti, Italy.
  • Kelm M; Department of Critical Care Medicine, Flinders University, Adelaide, South Australia, Australia.
  • Bruno RR; Division of Cardiology, Pulmonology and Vascular Medicine, Medical Faculty, University of Düsseldorf, Moorenstraße 5, 40225, Düsseldorf, Germany.
  • Amin P; Division of Cardiology, Pulmonology and Vascular Medicine, Medical Faculty, University of Düsseldorf, Moorenstraße 5, 40225, Düsseldorf, Germany.
  • Cakar N; Bombay Hospital Institute of Medical Sciences, Mumbai, India.
  • Suh GY; Istanbul Faculty of Medicine, Istanbul, Turkey.
  • Abroug F; Department of Critical Care Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, South Korea.
  • Jibaja M; Hospital Fattouma Bourguina, Monastir, Tunisia.
  • Matamis D; Hospital de Especialidades Eugenio Espejo, Quito, Ecuador.
  • Zeggwagh AA; Papageorgiou Hospital, Thessaloniki, Greece.
  • Sutherasan Y; Centre Hospitalier Universitarie Ibn Sina - Mohammed V University, Rabat, Morocco.
  • Anzueto A; Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, Thailand.
  • Wernly B; South Texas Veterans Health Care System and University of Texas Health Science Center, San Antonio, TX, USA.
  • Esteban A; Clinic of Internal Medicine II, Department of Cardiology, Paracelsus Medical University of Salzburg, 5020, Salzburg, Austria.
  • Jung C; Hospital Universitario de Getafe & Centro de Investigación en Red de Enfermedades Respiratorias (CIBERES), Madrid, Spain.
  • Osmani V; Division of Cardiology, Pulmonology and Vascular Medicine, Medical Faculty, University of Düsseldorf, Moorenstraße 5, 40225, Düsseldorf, Germany. christian.jung@med.uni-duesseldorf.de.
BMC Med Inform Decis Mak ; 21(1): 152, 2021 05 07.
Article em En | MEDLINE | ID: mdl-33962603
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Respiração Artificial / Estado Terminal Tipo de estudo: Clinical_trials / Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Adult / Humans Idioma: En Revista: BMC Med Inform Decis Mak Assunto da revista: INFORMATICA MEDICA Ano de publicação: 2021 Tipo de documento: Article País de afiliação: Itália
Texto completo
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Buscar no Google

Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Respiração Artificial / Estado Terminal Tipo de estudo: Clinical_trials / Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Adult / Humans Idioma: En Revista: BMC Med Inform Decis Mak Assunto da revista: INFORMATICA MEDICA Ano de publicação: 2021 Tipo de documento: Article País de afiliação: Itália