Development and Validation of a Deep Neural Network Model for Prediction of Postoperative In-hospital Mortality.

Journal: Anesthesiology
Published Date: Oct 1, 2018

Abstract

WHAT WE ALREADY KNOW ABOUT THIS TOPIC: WHAT THIS ARTICLE TELLS US THAT IS NEW: BACKGROUND:: The authors tested the hypothesis that deep neural networks trained on intraoperative features can predict postoperative in-hospital mortality.

Authors

  • Christine K Lee
    Departments of1Neurosurgery and.
  • Ira Hofer
  • Eilon Gabel
  • Pierre Baldi
    Department of Computer Science, Department of Biological Chemistry, University of California-Irvine, Irvine, CA 92697, USA.
  • Maxime Cannesson
    Department of Anesthesiology and Perioperative Medicine, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, California.

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