Radiotherapy is one of the main treatment methods for cancer,and the delineation of the radiotherapy target area is the basis and premise of precise treatment.Artificial intelligence technology represented by machine ...Radiotherapy is one of the main treatment methods for cancer,and the delineation of the radiotherapy target area is the basis and premise of precise treatment.Artificial intelligence technology represented by machine learning has done a lot of research in this area,improving the accuracy and efficiency of target delineation.This article will review the applications and research of machine learning in medical image matching,normal organ delineation and treatment target delineation according to the procudures of doctors to delineate the target volume,and give an outlook on the development prospects.展开更多
基金Scientific Research Project of Anhui Provincial Health Commission(No.AHWj2022b058)Joint Fund for Medical Artificial Intelligence of the First Affiliated Hospital of USTC(No.MAI2022Q009)+1 种基金Student Innovation and Entrepreneurship Fund of USTC(No.WK5290000003)China Scholarship Council(No.202206340057)。
文摘Radiotherapy is one of the main treatment methods for cancer,and the delineation of the radiotherapy target area is the basis and premise of precise treatment.Artificial intelligence technology represented by machine learning has done a lot of research in this area,improving the accuracy and efficiency of target delineation.This article will review the applications and research of machine learning in medical image matching,normal organ delineation and treatment target delineation according to the procudures of doctors to delineate the target volume,and give an outlook on the development prospects.
