A concurrent, deep learning-based computer-aided detection system for prostate multiparametric MRI: a performance study involving experienced and less-experienced radiologists.

Journal: European radiology
Published Date:

Abstract

OBJECTIVES: To evaluate the effect of a deep learning-based computer-aided diagnosis (DL-CAD) system on experienced and less-experienced radiologists in reading prostate mpMRI.

Authors

  • Sandra Labus
    Department of Radiology, Helios Klinikum Berlin-Buch, Schwanebecker Ch 50, 13125, Berlin, Germany. sandra.labus@helios-gesundheit.de.
  • Martin M Altmann
    Department of Radiology, Helios Klinikum Berlin-Buch, Schwanebecker Ch 50, 13125, Berlin, Germany.
  • Henkjan Huisman
    Department of Radiology and Nuclear Medicine, Radboud University Medical Center, Nijmegen, The Netherlands.
  • Angela Tong
    Department of Radiology, NYU Langone Health, 660 1st Avenue, 3rd Floor, New York, NY, 10016, USA.
  • Tobias Penzkofer
    Department of Radiology, Brigham and Women's Hospital, Boston, Massachusetts, USA.
  • Moon Hyung Choi
    Department of Radiology, Eunpyeong St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea.
  • Ivan Shabunin
    Patero Clinic, Moscow, Russia. Electronic address: shabunin@pateroclinic.ru.
  • David J Winkel
    From the Department of Radiology, University Hospital Basel, Basel, Switzerland.
  • Pengyi Xing
    Department of Radiology, Changhai Hospital, Shanghai, China. Electronic address: 746992685@qq.com.
  • Dieter H Szolar
    Diagnostikum Graz Süd-West, Graz, Austria.
  • Steven M Shea
    Loyola University Medical Center, Maywood, IL, USA.
  • Robert Grimm
    Computational Linguistics & Psycholinguistics Research Center, Department of Linguistics, University of Antwerp, Antwerp, Belgium.
  • Heinrich von Busch
    Digital Health, Siemens Healthineers, Erlangen, Germany.
  • Ali Kamen
    755 College Road East, Digital Technology and Innovation Division, Siemens Healthineers, Princeton, NJ, 08540.
  • Thomas Herold
    Department of Radiology, Helios Klinikum Berlin-Buch, Schwanebecker Ch 50, 13125, Berlin, Germany.
  • Clemens Baumann
    Department of Radiology, Helios Klinikum Berlin-Buch, Schwanebecker Ch 50, 13125, Berlin, Germany.