Few-shot learning for deformable image registration in 4DCT images.

Journal: The British journal of radiology
PMID:

Abstract

OBJECTIVES: To develop a rapid and accurate 4D deformable image registration (DIR) approach for online adaptive radiotherapy.

Authors

  • Weicheng Chi
    Department of Radiation Oncology, The University of Texas Southwestern Medical Center, Dallas, TX 75390, United States of America.
  • Zhiming Xiang
    Guangdong Engineering Technology Research Center for Diagnosis and Rehabilitation of Dementia, Guangzhou, 510500, China.
  • Fen Guo
    State Key Laboratory of Environmental Criteria and Risk Assessment, Chinese Research Academy of Environmental Sciences, Beijing 100012, China. guofenstephanie@gmail.com.