Novel Deep Learning Network Analysis of Electrical Stimulation Mapping-Driven Diffusion MRI Tractography to Improve Preoperative Evaluation of Pediatric Epilepsy.

Journal: IEEE transactions on bio-medical engineering
Published Date:

Abstract

OBJECTIVE: To investigate the clinical utility of deep convolutional neural network (DCNN) tract classification as a new imaging tool in the preoperative evaluation of children with focal epilepsy (FE).

Authors

  • Min-Hee Lee
  • Nolan O'Hara
  • Masaki Sonoda
  • Naoto Kuroda
  • Csaba Juhasz
  • Eishi Asano
  • Ming Dong
    Department of Computer Science, Wayne State University.
  • Jeong-Won Jeong