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Validation and utility of ARDS subphenotypes identified by machine-learning models using clinical data: an observational, multicohort, retrospective analysis.
Maddali, Manoj V; Churpek, Matthew; Pham, Tai; Rezoagli, Emanuele; Zhuo, Hanjing; Zhao, Wendi; He, June; Delucchi, Kevin L; Wang, Chunxue; Wickersham, Nancy; McNeil, J Brennan; Jauregui, Alejandra; Ke, Serena; Vessel, Kathryn; Gomez, Antonio; Hendrickson, Carolyn M; Kangelaris, Kirsten N; Sarma, Aartik; Leligdowicz, Aleksandra; Liu, Kathleen D; Matthay, Michael A; Ware, Lorraine B; Laffey, John G; Bellani, Giacomo; Calfee, Carolyn S; Sinha, Pratik.
Afiliação
  • Maddali MV; Division of Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine, Stanford University, Stanford, CA, USA; Division of Hospital Medicine, University of California, San Francisco, San Francisco, CA, USA.
  • Churpek M; Division of Allergy, Pulmonary, and Critical Care, Department of Medicine, University of Wisconsin-Madison, Madison, WI, USA.
  • Pham T; Service de Médecine Intensive-Réanimation, AP-HP, Hôpital de Bicêtre, DMU 4 CORREVE Maladies du Cœur et des Vaisseaux, FHU Sepsis, Groupe de Recherche Clinique CARMAS, Le Kremlin-Bicêtre, France; Université Paris-Saclay, UVSQ, Université Paris-Sud, Inserm U1018, Equipe d'Epidémiologie Respiratoire
  • Rezoagli E; Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy.
  • Zhuo H; Division of Pulmonary, Critical Care, Allergy and Sleep Medicine, University of California, San Francisco, San Francisco, CA, USA; Department of Medicine, Cardiovascular Research Institute, University of California, San Francisco, San Francisco, CA, USA.
  • Zhao W; Division of Hospital Medicine, University of California, San Francisco, San Francisco, CA, USA.
  • He J; Division of Clinical and Translational Research, Washington University School of Medicine, St Louis, MO, USA.
  • Delucchi KL; Department of Psychiatry, University of California, San Francisco, San Francisco, CA, USA.
  • Wang C; Division of Allergy, Pulmonary, and Critical Care Medicine, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA.
  • Wickersham N; Division of Allergy, Pulmonary, and Critical Care Medicine, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA.
  • McNeil JB; Division of Allergy, Pulmonary, and Critical Care Medicine, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA.
  • Jauregui A; Division of Pulmonary, Critical Care, Allergy and Sleep Medicine, University of California, San Francisco, San Francisco, CA, USA; Department of Medicine, Cardiovascular Research Institute, University of California, San Francisco, San Francisco, CA, USA.
  • Ke S; Division of Pulmonary, Critical Care, Allergy and Sleep Medicine, University of California, San Francisco, San Francisco, CA, USA; Department of Medicine, Cardiovascular Research Institute, University of California, San Francisco, San Francisco, CA, USA.
  • Vessel K; Division of Pulmonary, Critical Care, Allergy and Sleep Medicine, University of California, San Francisco, San Francisco, CA, USA; Department of Medicine, Cardiovascular Research Institute, University of California, San Francisco, San Francisco, CA, USA.
  • Gomez A; Division of Pulmonary, Critical Care, Allergy and Sleep Medicine, University of California, San Francisco, San Francisco, CA, USA; Division of Allergy, Pulmonary, and Critical Care Medicine, Department of Medicine, Zuckerberg San Francisco General Hospital and Trauma Center, San Francisco, CA, USA.
  • Hendrickson CM; Division of Pulmonary, Critical Care, Allergy and Sleep Medicine, University of California, San Francisco, San Francisco, CA, USA; Division of Allergy, Pulmonary, and Critical Care Medicine, Department of Medicine, Zuckerberg San Francisco General Hospital and Trauma Center, San Francisco, CA, USA.
  • Kangelaris KN; Division of Hospital Medicine, University of California, San Francisco, San Francisco, CA, USA.
  • Sarma A; Division of Pulmonary, Critical Care, Allergy and Sleep Medicine, University of California, San Francisco, San Francisco, CA, USA.
  • Leligdowicz A; Division of Pulmonary, Critical Care, Allergy and Sleep Medicine, University of California, San Francisco, San Francisco, CA, USA; Interdepartmental Division of Critical Care Medicine, University of Toronto, Toronto, ON, Canada.
  • Liu KD; Division of Nephrology, University of California, San Francisco, San Francisco, CA, USA; Department of Medicine, Cardiovascular Research Institute, University of California, San Francisco, San Francisco, CA, USA; Department of Psychiatry, University of California, San Francisco, San Francisco, CA, U
  • Matthay MA; Division of Pulmonary, Critical Care, Allergy and Sleep Medicine, University of California, San Francisco, San Francisco, CA, USA; Department of Medicine, Cardiovascular Research Institute, University of California, San Francisco, San Francisco, CA, USA; Department of Anesthesia, University of Calif
  • Ware LB; Division of Allergy, Pulmonary, and Critical Care Medicine, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA; Department of Pathology, Microbiology and Immunology, Vanderbilt University Medical Center, Nashville, TN, USA.
  • Laffey JG; School of Medicine, Regenerative Medicine Institute at CÚRAM Centre for Research in Medical Devices, National University of Ireland Galway, Galway, Ireland; Anaesthesia and Intensive Care Medicine, Galway University Hospitals, Galway, Ireland.
  • Bellani G; Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy; Department of Anesthesia and Intensive Care Medicine, ASST Monza-Ospedale San Gerardo, Monza, Italy.
  • Calfee CS; Division of Pulmonary, Critical Care, Allergy and Sleep Medicine, University of California, San Francisco, San Francisco, CA, USA; Department of Anesthesia, University of California, San Francisco, San Francisco, CA, USA.
  • Sinha P; Division of Clinical and Translational Research, Washington University School of Medicine, St Louis, MO, USA; Department of Anesthesia, Division of Critical Care, Washington University, St Louis, MO, USA. Electronic address: p.sinha@wustl.edu.
Lancet Respir Med ; 10(4): 367-377, 2022 04.
Article em En | MEDLINE | ID: mdl-35026177
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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Síndrome do Desconforto Respiratório / Lesão Pulmonar Aguda Idioma: En Ano de publicação: 2022 Tipo de documento: Article País de afiliação: Estados Unidos
Texto completo
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XML
PubMed Links
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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Síndrome do Desconforto Respiratório / Lesão Pulmonar Aguda Idioma: En Ano de publicação: 2022 Tipo de documento: Article País de afiliação: Estados Unidos