Progress of artificial intelligence in endoscopic diagnosis of superficial esophageal squamous carcinoma and precancerous lesions
- VernacularTitle:人工智能在浅表食管鳞状细胞癌及癌前病变内镜诊断中的应用进展
- Author:
Ping YAN
1
;
Xianglei YUAN
1
;
Qiongying ZHANG
1
;
Bing HU
1
Author Information
1. Department of Gastroenterology, West China Hospital, Sichuan University, Chengdu, 610041, P. R. China
- Publication Type:Journal Article
- Keywords:
Esophageal squamous cell carcinoma;
precancerous lesions;
artificial intelligence;
deep learning;
digestive endoscopy;
review
- From:
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery
2022;29(09):1217-1222
- CountryChina
- Language:Chinese
-
Abstract:
Esophageal cancer is a serious threat to the health of Chinese people. The key to solve this problem is early diagnosis and early treatment, and the most important method is endoscopic screening. The rapid development of artificial intelligence (AI) technology makes its application and research in the field of digestive endoscopy growing, and it is expected to become the "right-hand man" for endoscopists in the early diagnosis of esophageal cancer. Currently, the application of multimodal and multifunctional AI systems has achieved good performance in the diagnosis of superficial esophageal squamous cell carcinoma and precancerous lesions. This study summarized and reviewed the research progress of AI in the diagnosis of superficial esophageal squamous cell carcinoma and precancerous lesions, and also explored its development direction in the future.
