Discriminating Acute Respiratory Distress Syndrome from other forms of respiratory failure via iterative machine learning.

Afshin-Pour, Babak; Qiu, Michael; Hosseini Vajargah, Shahrzad; Cheyne, Helen; Ha, Kevin; Stewart, Molly; Horsky, Jan; Aviv, Rachel; Zhang, Nasen; Narasimhan, Mangala; Chelico, John; Musso, Gabriel; Hajizadeh, Negin

Afshin-Pour, Babak; Qiu, Michael; Hosseini Vajargah, Shahrzad; Cheyne, Helen; Ha, Kevin; Stewart, Molly; Horsky, Jan; Aviv, Rachel; Zhang, Nasen; Narasimhan, Mangala; Chelico, John; Musso, Gabriel; Hajizadeh, Negin.

Afiliação

Afshin-Pour B; BioSymetrics, Inc., 315 Main St, 2nd Floor, Huntington, NY, 11743, USA.
Qiu M; Institute of Health Innovations and Outcomes Research, Feinstein Institutes for Medical Research, Northwell Health, Manhasset, NY, USA.
Hosseini Vajargah S; Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Northwell Health, Hempstead, NY, USA.
Cheyne H; BioSymetrics, Inc., 315 Main St, 2nd Floor, Huntington, NY, 11743, USA.
Ha K; BioSymetrics, Inc., 315 Main St, 2nd Floor, Huntington, NY, 11743, USA.
Stewart M; BioSymetrics, Inc., 315 Main St, 2nd Floor, Huntington, NY, 11743, USA.
Horsky J; Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Northwell Health, Hempstead, NY, USA.
Aviv R; Long Island Jewish Medical Center, New Hyde Park, NY, USA.
Zhang N; Center for Research Informatics and Innovation, Feinstein Institutes Medical Research, Northwell Health, Manhasset, NY, USA.
Narasimhan M; Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Northwell Health, Hempstead, NY, USA.
Chelico J; Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Northwell Health, Hempstead, NY, USA.
Musso G; Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Northwell Health, Hempstead, NY, USA.
Hajizadeh N; Center for Research Informatics and Innovation, Feinstein Institutes Medical Research, Northwell Health, Manhasset, NY, USA.

Intell Based Med ; 7: 100087, 2023.

Article em En | MEDLINE | ID: mdl-36624822

Palavras-chave

Acute Respiratory Distress Syndrome; Natural language processing; Supervised machine learning

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Tipo de estudo: Prognostic_studies Idioma: En Revista: Intell Based Med Ano de publicação: 2023 Tipo de documento: Article País de afiliação: Estados Unidos País de publicação: Holanda

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