Deep Learning versus Conventional Machine Learning for Detection of Healthcare-Associated Infections in French Clinical Narratives.

Journal: Methods of information in medicine
Published Date:

Abstract

OBJECTIVE: The objective of this article was to compare the performances of health care-associated infection (HAI) detection between deep learning and conventional machine learning (ML) methods in French medical reports.

Authors

  • Sara Rabhi
    Telecom SudParis, Institut Mines-Telecom, Paris, Île-de-France, France.
  • Jérémie Jakubowicz
    Telecom SudParis, Institut Mines-Telecom, Paris, Île-de-France, France.
  • Marie-Hélène Metzger
    Université Lyon 1, UMR CNRS UCBL 5558, Lyon, France.