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Open Access
Peer-reviewed
Research Article
Deep learning to predict long-term mortality in patients requiring 7 days of mechanical ventilation
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Naomi George ,
Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Supervision, Writing – original draft, Writing – review & editing
* E-mail: nageorge@salud.unm.edu
Affiliations Department of Emergency Medicine, Division of Critical Care, University of New Mexico Health Science Center, Albuquerque, New Mexico, United States of America, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, United States of America
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Edward Moseley,
Roles Data curation, Formal analysis, Methodology, Project administration, Writing – original draft, Writing – review & editing
Affiliation Department of Psychosocial Oncology and Palliative Care, Dana-Farber Cancer Institute, Boston, Massachusetts, United States of America
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Rene Eber,
Roles Data curation, Formal analysis, Writing – original draft
Affiliations Massachusetts Institute of Technology, Cambridge, Massachusetts, United States of America, Université de Montpellier, Montpellier, France
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Jennifer Siu,
Roles Conceptualization, Data curation, Writing – original draft, Writing – review & editing
Affiliations Harvard T.H. Chan School of Public Health, Boston, Massachusetts, United States of America, Department of Otolaryngology, Division of Head & Neck Surgery, University of Toronto, Toronto, Canada
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Mathew Samuel,
Roles Conceptualization, Data curation, Writing – original draft, Writing – review & editing
Affiliation Harvard T.H. Chan School of Public Health, Boston, Massachusetts, United States of America
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Jonathan Yam,
Roles Conceptualization, Data curation, Writing – original draft, Writing – review & editing
Affiliation Harvard T.H. Chan School of Public Health, Boston, Massachusetts, United States of America
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Kexin Huang,
Roles Formal analysis, Writing – original draft, Writing – review & editing
Affiliation Harvard T.H. Chan School of Public Health, Boston, Massachusetts, United States of America
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Leo Anthony Celi,
Roles Conceptualization, Resources, Supervision, Writing – original draft, Writing – review & editing
Affiliations Harvard T.H. Chan School of Public Health, Boston, Massachusetts, United States of America, Massachusetts Institute of Technology, Cambridge, Massachusetts, United States of America, Department of Medicine, Beth Israel Deaconess Medical Center, Boston, Massachusetts, United States of America
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Charlotta Lindvall
Roles Conceptualization, Formal analysis, Methodology, Project administration, Supervision, Writing – original draft, Writing – review & editing
Affiliations Department of Psychosocial Oncology and Palliative Care, Dana-Farber Cancer Institute, Boston, Massachusetts, United States of America, Department of Medicine, Brigham and Women’s Hospital, Boston, Massachusetts, United States of America
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Deep learning to predict long-term mortality in patients requiring 7 days of mechanical ventilation
- Naomi George,
- Edward Moseley,
- Rene Eber,
- Jennifer Siu,
- Mathew Samuel,
- Jonathan Yam,
- Kexin Huang,
- Leo Anthony Celi,
- Charlotta Lindvall
- Published: June 29, 2021
- https://doi.org/10.1371/journal.pone.0253443