摘要
人工智能是对各种数据进行识别及推理的各种技术的总称。在诊断方面,人工智能常常与组学相结合来识别食管癌的特征性改变,包括影像组学、生物标志物组学、病理组学等。在治疗方面,人工智能对手术、放化疗、免疫及靶向治疗,甚至药物的研发都有着积极的促进作用。在未来,人工智能将在食管癌的诊疗中扮演越来越重要的角色。
This article primarily discusses the application of artificial intelligence in the diagnosis and treatment of esoph⁃ageal cancer.Artificial intelligence refers to a range of technologies that identify and reason various data types.In diagnosis,artificial intelligence is often combined with omics,including radiomics,biomarker omics,pathomics,and more,to identify characteristic changes in esophageal cancer.In terms of treatment,artificial intelligence plays a positive role in surgery,chemoradiotherapy,immunotherapy,targeted ther⁃apy,and even in the development of new drugs.In the future,artificial intelligence is expected to play an increasingly important role in the diagnosis and treatment of esophageal cancer.
作者
梁朔铭
罗欣怡
江晓峰
王国泰
冷雪峰
Liang Shuoming;Luo Xinyi;Jiang Xiaofeng;Wang Guotai;Leng Xuefeng(Department of Thoracic Surgery,Sichuan Clinical Research Center for Cancer,Sichuan Cancer Hospital&Institute,Si-chuan Cancer Center,Affiliated Cancer Hospital of University of Electronic Science and Technology of China,Chengdu 610041,Sichuan,China;Department of Ultra-sound,Sichuan Clinical Research Center for Cancer,Sichuan Cancer Hospital&Institute,Si-chuan Cancer Center,Affiliated Cancer Hospital of University of Electronic Science and Technology of China,Chengdu 610041,Sichuan,China;School of Clinical Medicine,Chengdu Medical College,Chengdu 610500,Sichuan,China;School of Mechanical and Electrical Engineer-ing,University of Electronic Science and Technology of China,Chengdu 611731,Sichuan,China)
出处
《肿瘤预防与治疗》
2024年第4期341-347,共7页
Journal of Cancer Control And Treatment
基金
国家重点研发计划(编号:2022YFC2403400)
四川省科技厅重点研发项目(编号:2023YFS0044)
四川省国际科技创新合作项目(编号:24GJHZ0166)
吴阶平医学基金会临床科研专项资助基金(编号:320.6750.2020-15-3)
四川省临床重点专科建设项目(编号:[2022]70)。
关键词
人工智能
食管癌
诊断
治疗
深度学习
Artificial intelligence
Esophageal cancer
Diagnosis
Treatment
Deep learning
