Title
Artificial intelligence-based automated surgical workflow recognition in esophageal submucosal dissection: an international multicenter study (with video)
Authors
Ruide Liu, Xianglei Yuan, Kaide Huang, Tingfa Peng, Pavel V. Pavlov, Wanhong Zhang, Chuncheng Wu, Kseniia V. Feoktistova, Xiaogang Bi,
Yan Xhang, Xin Chen, Jeffey George, Shuang Liu, Wei Liu, Yuhang Zhang, Juliana Yang, Maoyin Pang, Bing Hu, Zhang Yi, Liansong Ye
Journal
Surgical Endoscopy and Other Interventional Techniques
Abstract
Endoscopic submucosal dissection (ESD) is a crucial yet challenging
multi-phase procedure for treating early gastrointestinal cancers. This
study developed an artificial intelligence (AI)-based automated surgical
workflow recognition model for esophageal ESD and proposed an
innovative training program based on esophageal ESD videos with or
without AI labels to evaluate its effectiveness for trainees.