Enhancing Diagnosis through AI-driven Analysis of Reflectance Confocal Microscopy

arXiv:2404.16080v1 Announce Type: cross
Abstract: Reflectance Confocal Microscopy (RCM) is a non-invasive imaging technique used in biomedical research and clinical dermatology. It provides virtual high-resolution images of the skin and superficial tissues, reducing the need for physical biopsies. RCM employs a laser light source to illuminate the tissue, capturing the reflected light to generate detailed images of microscopic structures at various depths. Recent studies explored AI and machine learning, particularly CNNs, for analyzing RCM images. Our study proposes a segmentation …

abstract analysis arxiv biomedical clinical cs.ai cs.cv dermatology diagnosis eess.iv images imaging light microscopy research resolution through type virtual