Dao Hang Viet, Nguyen Binh Phuc, Nguyen Tung Thanh, Lam Hoa Ngoc, Nguyen Trang Thi Huyen, Dang Thao Thi, Hoang Long Bao, Le Hung Quang, Dao Long Van
Research and Education Department, Institute of Gastroenterology and Hepatology, 09 Dao Duy Anh Street, Dong Da District, Hanoi City, Vietnam.
Department of Internal Medicine, Hanoi Medical University, Hanoi, Vietnam.
Ther Adv Gastrointest Endosc. 2024 Dec 23;17:26317745241306562. doi: 10.1177/26317745241306562. eCollection 2024 Jan-Dec.
The utilization of artificial intelligence (AI) in gastrointestinal (GI) endoscopy has witnessed significant progress and promising results in recent years worldwide. From 2019 to 2023, the European Society of Gastrointestinal Endoscopy has released multiple guidelines/consensus with recommendations on integrating AI for detecting and classifying lesions in practical endoscopy. In Vietnam, since 2019, several preliminary studies have been conducted to develop AI algorithms for GI endoscopy, focusing on lesion detection. These studies have yielded high accuracy results ranging from 86% to 92%. For upper GI endoscopy, ongoing research directions comprise image quality assessment, detection of anatomical landmarks, simulating image-enhanced endoscopy, and semi-automated tools supporting the delineation of GI lesions on endoscopic images. For lower GI endoscopy, most studies focus on developing AI algorithms for colorectal polyps' detection and classification based on the risk of malignancy. In conclusion, the application of AI in this field represents a promising research direction, presenting challenges and opportunities for real-world implementation within the Vietnamese healthcare context.
近年来,人工智能(AI)在全球范围内的胃肠(GI)内镜检查中的应用取得了显著进展,并取得了令人鼓舞的成果。2019年至2023年期间,欧洲胃肠内镜学会发布了多项指南/共识,就将人工智能整合到实际内镜检查中用于病变检测和分类提出了建议。在越南,自2019年以来,已经开展了几项初步研究,以开发用于胃肠内镜检查的人工智能算法,重点是病变检测。这些研究取得了86%至92%的高精度结果。对于上消化道内镜检查,正在进行的研究方向包括图像质量评估、解剖标志检测、模拟图像增强内镜检查以及支持在内镜图像上描绘胃肠病变的半自动工具。对于下消化道内镜检查,大多数研究集中在基于恶性风险开发用于结直肠息肉检测和分类的人工智能算法。总之,人工智能在该领域的应用代表了一个有前途的研究方向,在越南医疗背景下的实际应用中既带来了挑战,也带来了机遇。