ProMamba: Prompt-Mamba for polyp segmentation

arXiv:2403.13660v1 Announce Type: new
Abstract: Detecting polyps through colonoscopy is an important task in medical image segmentation, which provides significant assistance and reference value for clinical surgery. However, accurate segmentation of polyps is a challenging task due to two main reasons. Firstly, polyps exhibit various shapes and colors. Secondly, the boundaries between polyps and their normal surroundings are often unclear. Additionally, significant differences between different datasets lead to limited generalization capabilities of existing methods. To address these issues, we propose …

abstract arxiv clinical colors cs.cv however image mamba medical prompt reference segmentation surgery through type value