Applications of artificial intelligence in radiophysics

被引：5
|
作者：
Li, Cuihua [1 ]
Liu, Hongyan [2 ]
Li, Peilin [3 ]
He, Jia [3 ]
Tian, Xiufang [4 ,6 ]
Gao, Wei [5 ]
机构：
[1] Shandong Univ, Shandong Qianfoshan Hosp, Cheeloo Coll Med, Jinan, Peoples R China
[2] Shandong First Med Univ & Shandong Prov Qianfoshan, Affiliated Hosp 1, Dept Gastroenterol, Jinan, Peoples R China
[3] Shandong First Med Univ & Shandong Prov Qianfoshan, Shandong Coll Elect Technol, Jinan, Peoples R China
[4] Shandong First Med Univ & Shandong Prov Qianfoshan, Affiliated Hosp 1, Shandong Lung Canc Inst, Dept Oncol, Jinan, Peoples R China
[5] Hosp Shandong First Med Univ & Shandong Prov Qianf, Dept Dermatol, Affiliated 1, Jinan, Peoples R China
[6] Shandong Prov Qianfoshan Hosp, Jingshi Rd, Jinan 16766, Shandong, Peoples R China
来源：
JOURNAL OF CANCER RESEARCH AND THERAPEUTICS | 2021年 / 17卷 / 07期
关键词：
Artificial intelligence; radiation therapy planning; radiophysics; radiotherapy; NEURAL-NETWORK; MACHINE; RADIOTHERAPY; SEGMENTATION; PREDICTION; IMAGES; ORGANS; HEAD;
D O I：
10.4103/jcrt.jcrt_1438_21
中图分类号：
R73 [肿瘤学];
学科分类号：
100214 ;
摘要：
Artificial intelligence (AI) is playing an important role in radiation oncology. One of the most important applications is in radiotherapy physics. In this field, it has improved the automation of radiotherapy plan design and quality control (QC), thereby promoting and ensuring individualized precision treatment. This article reviews the applications and research on AI in the physics of radiotherapy and projects the prospects of AI in the following aspects: radiotherapy plan design, radiotherapy quality assurance, and QC, organs at risk contouring, dose prediction, etc.
引用
收藏
页码：1603 / 1607
页数：5
相关论文
共 50 条
  • [1] Applications of Artificial Intelligence
    Bobrow, DG
    Brady, JM
    ARTIFICIAL INTELLIGENCE, 1999, 114 (1-2) : 1 - 2
  • [2] Artificial Intelligence in Applications
    Dengel, Andreas
    KUNSTLICHE INTELLIGENZ, 2011, 25 (04): : 317 - 319
  • [3] APPLICATIONS OF ARTIFICIAL-INTELLIGENCE
    TRIVEDI, MM
    GILMORE, JF
    OPTICAL ENGINEERING, 1986, 25 (03) : 331 - 332
  • [4] Artificial Intelligence Ethics and Applications
    Xu, Qianwen Ariel
    Chang, Victor
    Gokaraneni, Nihal
    Ganatra, Meghana
    Wong, Siu Tung
    Li, Jie
    2022 INTERNATIONAL CONFERENCE ON INDUSTRIAL IOT, BIG DATA AND SUPPLY CHAIN, IIOTBDSC, 2022, : 322 - 328
  • [5] Applications of artificial intelligence in dementia
    Kameyama, Masashi
    Umeda-Kameyama, Yumi
    GERIATRICS & GERONTOLOGY INTERNATIONAL, 2024, 24 : 25 - 30
  • [6] Applications of Artificial Intelligence in Echocardiography
    Slostad, Brody
    Karnik, Amogh
    Appadurai, Vinesh
    Narang, Akhil
    CURRENT CARDIOVASCULAR RISK REPORTS, 2023, 17 (07) : 123 - 132
  • [7] Applications of Artificial Intelligence in Neonatology
    Chioma, Roberto
    Sbordone, Annamaria
    Patti, Maria Letizia
    Perri, Alessandro
    Vento, Giovanni
    Nobile, Stefano
    APPLIED SCIENCES-BASEL, 2023, 13 (05):
  • [8] Engineering applications of artificial intelligence
    Pham, DT
    NONLINEAR ELECTROMAGNETIC SYSTEMS, 1996, 10 : 511 - 519
  • [9] Artificial Intelligence Applications in Cybersecurity
    Kabbas, Azzah
    Alharthi, Atheer
    Munshi, Asmaa
    INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND NETWORK SECURITY, 2020, 20 (02): : 120 - 124
  • [10] Artificial Intelligence Applications in Hepatology
    Schattenberg, Joern M.
    Chalasani, Naga
    Alkhouri, Naim
    CLINICAL GASTROENTEROLOGY AND HEPATOLOGY, 2023, 21 (08) : 2015 - 2025
12345