Rapid Progress in Intelligent Radiotherapy and Future Implementation. (28th May 2022)

• Record Type: Journal Article
• Authors: Chen, Guangpeng; Cui, Jianxiong; Qian, Jindong; Zhu, Jianbo; Zhao, Lirong; Luo, Bangyu; Cui, Tianxiang; Zhong, Liangzhi; Yang, Fan; Yang, Guangrong; Zhao, Xianlan; Zhou, Yibing; Geng, Mingying; Sun, Jianguo
• Is Part Of: Cancer investigation. Volume 40:Number 5(2022)
• Page Start: 425
• Page End: 436
• Publication Date: 2022-05-28
• Subjects: Intelligent radiotherapy -- big data -- extended reality -- radiomics -- internet of things; Cancer -- Periodicals; Oncology -- Periodicals; Medical Oncology -- Periodicals; Neoplasms -- Periodicals; 616.994
• DOI: 10.1080/07357907.2022.2044842
• Languages: English
• ISSNs: 0735-7907

Abstract

Abstract: Radiotherapy is one of the major approaches to cancer treatment. Artificial intelligence in radiotherapy (shortly, Intelligent radiotherapy) mainly involves big data, deep learning, extended reality, digital twin, radiomics, Internet plus and Internet of Things (IoT), which establish an automatic and intelligent network platform consisting of radiotherapy preparation, target volume delineation, treatment planning, radiation delivery, quality assurance (QA) and quality control (QC), prognosis judgment and post-treatment follow-up. Intelligent radiotherapy is an interdisciplinary frontier discipline in infancy. The review aims to summary the important implements of intelligent radiotherapy in various areas and put forward the future of unmanned radiotherapy center.