Detection and vascular territorial classification of stroke on diffusion-weighted MRI by deep learning.

Journal: European journal of radiology
Published Date:

Abstract

PURPOSE: Rapid detection and vascular territorial classification of stroke enable the determination of the most appropriate treatment. In this study, we aimed to investigate the performance of convolutional neural network (CNN) models in the detection and vascular territorial classification of stroke on diffusion-weighted images (DWI).

Authors

  • Yusuf Kenan Cetinoglu
    Batman Training and Research Hospital, Department of Radiology, 72070 Batman, Turkey. Electronic address: kenancetinoglu@hotmail.com.
  • İlker Özgür Koska
    Department of Radiology, Behçet Uz Children's Hospital, İzmir, Turkey.
  • Muhsin Engin Uluc
    Izmir Katip Celebi University Ataturk Training and Research Hospital, Department of Radiology, 35150 Izmir, Turkey.
  • Mustafa Fazil Gelal
    Izmir Katip Celebi University Ataturk Training and Research Hospital, Department of Radiology, 35150 Izmir, Turkey.