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

European Conferences on Biomedical Optics 2021 (ECBO)
OSA Technical Digest (Optica Publishing Group, 2021),
paper ETu5B.7

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, and Malini Olivo

European Conference on Biomedical Optics 2021

Munich Germany
20–24 June 2021
ISBN: 978-1-943580-95-8

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Towards Clinical Applications (ETu5B)

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X. Li, S. Park, M. Paknezhad, D. U. S, A. B. E. Attia, Y. Y. Weng, S. T. T. Guan, H. K. Lee, and M. Olivo, "Atopic Dermatitis Classification Models of 3D Optoacoustic Mesoscopic Images," in European Conferences on Biomedical Optics 2021 (ECBO), OSA Technical Digest (Optica Publishing Group, 2021), paper ETu5B.7.

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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.

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