Rapid Progress in Intelligent Radiotherapy and Future Implementation

被引：8
|
作者：
Chen, Guangpeng [1 ]
Cui, Jianxiong [1 ,2 ]
Qian, Jindong [1 ]
Zhu, Jianbo [1 ]
Zhao, Lirong [1 ]
Luo, Bangyu [1 ]
Cui, Tianxiang [1 ]
Zhong, Liangzhi [1 ]
Yang, Fan [1 ]
Yang, Guangrong [3 ]
Zhao, Xianlan [1 ]
Zhou, Yibing [1 ]
Geng, Mingying [4 ]
Sun, Jianguo [1 ]
机构：
[1] Army Med Univ, Xinqiao Hosp, Dept Oncol, 83 Xin Qiao St, Chongqing 400037, Peoples R China
[2] Sichuan Prov Crops Hosp Chinese Peoples Armed Pol, Dept Oncol, Leshan, Peoples R China
[3] Peoples Hosp Qijiang Dist, Dept Oncol, Chongqing, Peoples R China
[4] Army Med Univ, Daping Hosp, Dept Canc Ctr, 83 Xin Qiao St, Chongqing 400042, Peoples R China
来源：
CANCER INVESTIGATION | 2022年 / 40卷 / 05期
关键词：
Intelligent radiotherapy; big data; extended reality; radiomics; internet of things; ARTIFICIAL-INTELLIGENCE; ADAPTIVE RADIOTHERAPY; AUTOMATIC DELINEATION; QUALITY-ASSURANCE; BIG DATA; CANCER; THERAPY; RADIOMICS; SUPPORT; SYSTEM;
D O I：
10.1080/07357907.2022.2044842
中图分类号：
R73 [肿瘤学];
学科分类号：
100214 ;
摘要：
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.
引用
收藏
页码：425 / 436
页数：12
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