MR-based treatment planning in radiation therapy using a deep learning approach.

Journal: Journal of applied clinical medical physics
Published Date:

Abstract

PURPOSE: To develop and evaluate the feasibility of deep learning approaches for MR-based treatment planning (deepMTP) in brain tumor radiation therapy.

Authors

  • Fang Liu
    The First Clinical Medical College of Gannan Medical University, Ganzhou 341000, Jiangxi Province, China.
  • Poonam Yadav
    Department of Microbiology, Chitwan Medical College, Tribhuvan University, Chitwan, Nepal.
  • Andrew M Baschnagel
    Department of Human Oncology, School of Medicine and Public Health, University of Wisconsin, Madison, WI, USA.
  • Alan B McMillan
    Department of Radiology, University of Wisconsin School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI 53705 USA, and also with the Department of Medical Physics, University of Wisconsin-Madison, Madison, WI 53705 USA.