UCM-Net: A Lightweight and Efficient Solution for Skin Lesion Segmentation using MLP and CNN

arXiv:2310.09457v2 Announce Type: replace-cross
Abstract: Skin cancer is a significant public health problem, and computer-aided diagnosis can help to prevent and treat it. A crucial step for computer-aided diagnosis is accurately segmenting skin lesions in images, which allows for lesion detection, classification, and analysis. However, this task is challenging due to the diverse characteristics of lesions, such as appearance, shape, size, color, texture, and location, as well as image quality issues like noise, artifacts, and occlusions. Deep learning models have …

abstract analysis and analysis arxiv cancer classification cnn computer cs.cv detection diagnosis eess.iv health however images mlp public public health segmentation skin cancer solution type