Diagnosis of focal liver lesions from ultrasound using deep learning.

Journal: Diagnostic and interventional imaging
Published Date: Mar 27, 2019

Abstract

PURPOSE: The purpose of this study was to create an algorithm that simultaneously detects and characterizes (benign vs. malignant) focal liver lesion (FLL) using deep learning.

Authors

  • B Schmauch
    Owkin Inc, Research and Development Laboratory, 75003 Paris, France.
  • P Herent
    Owkin Inc, Research and Development Laboratory, 75003 Paris, France.
  • P Jehanno
    Owkin Inc, Research and Development Laboratory, 75003 Paris, France. Electronic address: paul.jehanno@owkin.com.
  • O Dehaene
    École Centrale d'Electronique (ECE), 75015 Paris, France.
  • C Saillard
    Owkin Inc, Research and Development Laboratory, 75003 Paris, France.
  • C Aubé
    Radiology Department, CHU Angers, 49933 Angers, France.
  • A Luciani
    Radiology Department, AP-HP, Hôpitaux Universitaires Henri-Mondor, 94010 Creteil, France.
  • N Lassau
    Department of Radiology, Gustave Roussy, IR4M, UMR8081, CNRS, Université Paris-Sud, Université Paris-Saclay, 94805 Villejuif, France.
  • S Jégou
    Owkin Inc, Research and Development Laboratory, 75003 Paris, France.

Keywords

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