Paper
9 December 2021 Atopic dermatitis classification models of 3D optoacoustic mesoscopic images
Xiuting Li, Sojeong Park, Mahsa Paknezhad, Dinish U. S., Amalina Binte Ebrahim Attia, Yew Yik Weng, Steven Thng Tien Guan, Hwee Kuan Lee, Malini Olivo
Author Affiliations +
Abstract
A comprehensive analysis using three machine-learning models for an AI-aided atopic dermatitis (AD) diagnosis and sub-classifying AD severities with 3D Raster Scanning Optoacoustic Mesoscopy (RSOM) images, extracted features from volumetric vascular structures and clinical information.
© (2021) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Xiuting Li, Sojeong Park, Mahsa Paknezhad, Dinish U. S., Amalina Binte Ebrahim Attia, Yew Yik Weng, Steven Thng Tien Guan, Hwee Kuan Lee, and Malini Olivo "Atopic dermatitis classification models of 3D optoacoustic mesoscopic images", Proc. SPIE 11923, Opto-Acoustic Methods and Applications in Biophotonics V, 1192313 (9 December 2021); https://doi.org/10.1117/12.2615991
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KEYWORDS
3D modeling

3D image processing

Skin

Diagnostics

Optoacoustics

Image classification

Image resolution

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