Deep Learning Pitfall: Impact of Novel Ultrasound Equipment Introduction on Algorithm Performance and the Realities of Domain Adaptation.

Journal: Journal of ultrasound in medicine : official journal of the American Institute of Ultrasound in Medicine
Published Date: Jun 16, 2021

Abstract

OBJECTIVES: To test deep learning (DL) algorithm performance repercussions by introducing novel ultrasound equipment into a clinical setting.

Authors

  • Michael Blaivas
    Department of Emergency Medicine, University of South Carolina School of Medicine, Columbia, South Carolina, USA.
  • Laura N Blaivas
    Michigan State University, East Lancing, Michigan, USA.
  • James W Tsung
    Department of Emergency Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA.

Keywords

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