Skip to main content
SHARE
Publication

Enhancing Diagnosis through AI-driven Analysis of Reflectance Confocal Microscopy...

Publication Type
Conference Paper
Book Title
SPIE Medical Imaging 2024
Publication Date
Page Numbers
1 to 8
Issue
1
Conference Name
SPIE Medical Imaging
Conference Location
San Diego, California, United States of America
Conference Sponsor
SPIE
Conference Date
-

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 strategy based on textural features to identify clinically significant regions, empowering dermatologists in effective image interpretation and boosting diagnostic confidence. This approach promises to advance dermatological diagnosis and treatment.