Direct Dose Prediction With Deep Learning for Postoperative Cervical Cancer Underwent Volumetric Modulated Arc Therapy.

Journal: Technology in cancer research & treatment
Published Date: Jan 1, 2023

Abstract

PURPOSE: To predict the voxel-based dose distribution for postoperative cervical cancer patients underwent volumetric modulated arc therapy using deep learning models.

Authors

  • Wenliang Yu
    Department of Radiation Oncology, Quzhou People's Hospital, Quzhou, China.
  • Chengjian Xiao
    Department of Radiation Oncology, GanZhou Cancer Hospital, Ganzhou, China.
  • Jiayi Xu
    Department of Radiotherapy Center, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China.
  • Juebin Jin
    Department of Medical Engineering, The 1st Affiliated Hospital of Wenzhou Medical University, Shangcai Village, Wenzhou, 325000, People's Republic of China.
  • Xiance Jin
    Department of Radiation and Medical Oncology, The 1st Affiliated Hospital of Wenzhou Medical University, No.2 Fuxue Lane, Wenzhou, 325000, People's Republic of China.
  • Lanxiao Shen
    Department of Radiotherapy Center, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China.

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