Development and Prospective Validation of a Deep Learning Algorithm for Predicting Need for Mechanical Ventilation.

Abstract

Authors

• Supreeth P Shashikumar
• Gabriel Wardi
  Emergency Medicine, University of California San Diego, La Jolla, California, USA.
• Paulina Paul
  Department of Biomedical Informatics, University of California, San Diego, La Jolla, CA.
• Morgan Carlile
  Department of Emergency Medicine, University of California, San Diego, La Jolla, CA.
• Laura N Brenner
  Division of Pulmonary and Critical Care Medicine, Massachusetts General Hospital, Boston, MA.
• Kathryn A Hibbert
  Division of Pulmonary and Critical Care Medicine, Massachusetts General Hospital, Boston, MA.
• Crystal M North
  Division of Pulmonary and Critical Care Medicine, Massachusetts General Hospital, Boston, MA.
• Shibani S Mukerji
  Department of Neurology, Massachusetts General Hospital, Boston, MA.
• Gregory K Robbins
  Division of Infectious Diseases, Massachusetts General Hospital, Boston, MA.
• Yu-Ping Shao
  Department of Neurology, Massachusetts General Hospital, Boston, MA.
• M Brandon Westover
  Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts.
• Shamim Nemati
  Department of Biomedical Informatics, Emory School of Medicine, Atlanta, GA, USA.
• Atul Malhotra
  Division of Pulmonary, Critical Care, and Sleep Medicine, University of California, San Diego, La Jolla, CA. Electronic address: amalhotra@health.ucsd.edu.

Keywords

External Resources