Model learning analysis of 3D optoacoustic mesoscopy images for the classification of atopic dermatitis

• Main Authors: Park, Sojeong, Saw, Shier Nee, Li, Xiuting, Paknezhad, Mahsa, Coppola, Davide, Dinish, U. S., Ebrahim Attia, Amalina Binite, Yew, Yik Weng, Guan Thng, Steven Tien, Lee, Hwee Kuan, Olivo, Malini
• Format: Article
• Published: 2021
• Subjects: RL Dermatology; T Technology (General)
• Online Access: http://eprints.um.edu.my/26249/; https://doi.org/10.1364/BOE.415105

Atopic dermatitis (AD) is a skin inflammatory disease affecting 10% of the population worldwide. Raster-scanning optoacoustic mesoscopy (RSOM) has recently shown promise in dermatological imaging. We conducted a comprehensive analysis using three machine-learning models, random forest (RF), support...