A bilinear convolutional neural network for lung nodules classification on CT images.

Journal: International journal of computer assisted radiology and surgery
Published Date: Nov 2, 2020

Abstract

PURPOSE: Lung cancer is the most frequent cancer worldwide and is the leading cause of cancer-related deaths. Its early detection and treatment at the stage of a lung nodule improve the prognosis. In this study was proposed a new classification approach named bilinear convolutional neural network (BCNN) for the classification of lung nodules on CT images.

Authors

  • Rekka Mastouri
    University of Tunis el Manar, Higher Institute of Medical Technologies of Tunis, Research Laboratory of Biophysics and Medical Technologies, 1006 Tunis, Tunisia.
  • Nawres Khlifa
    University of Tunis el Manar, Higher Institute of Medical Technologies of Tunis, Research Laboratory of Biophysics and Medical Technologies, 1006 Tunis, Tunisia.
  • Henda Neji
    University of Tunis el Manar, Faculty of Medicine of Tunis, 1007 Tunis, Tunisia.
  • Saoussen Hantous-Zannad
    University of Tunis el Manar, Faculty of Medicine of Tunis, 1007 Tunis, Tunisia.

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