National Science Innovation Special Zone Project [2019XXX00701]; National Key Basic Research Program Project [62402010206]; Key research and development projects of Hunan Province [2020SK2134]; Natural Science Foundation of Hunan Province [2022JJ30625]
机构署名：
本校为第一且通讯机构
院系归属：
计算机与通信工程学院
摘要：
Colon polyp screening is critical for the prevention of colon cancer, and the use of colon polyp segmentation to assist physicians in identifying potential polyps can improve detection efficiency and reduce misdiagnosis and missed diagnoses. However, polyp segmentation encounters the following challenges: (1) the size and shape of polyps vary widely; (2) the edge between polyps and the surrounding normal area is not obvious. To address the above challenges, a novel colon polyp segmentation method like human observation (LHONet) is proposed. This approach aims to align the polyp segmentation ne...
