Identification of Early Mycosis Fungoides by Hyperspectral Imaging

Leveraging AI and hyperspectral imaging, this study pioneers in diagnosing skin cancer, especially distinguishing Mycosis fungoides from psoriasis and atopic dermatitis. A novel algorithm demonstrates 90.72% sensitivity, 96.76% specificity, enhancing diagnostic accuracy and efficiency significantly.

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Publication Details

Published
2024-08-04
DOI
https://doi.org/10.1109/cleo-pr60912.2024.10676813
Primary Topic
Viral Infectious Diseases and Gene Expression in Insects
Type
article
Field-Weighted Citation Impact
0.00
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article

Identification of Early Mycosis Fungoides by Hyperspectral Imaging

Yu-Ming Tsao, Riya Karmakar, Hsiang-Wang Cheng, Song-Cun Lu et al.
Viral Infectious Diseases and Gene Expression in Insects
article

Identification of Early Mycosis Fungoides by Hyperspectral Imaging

Yu-Ming Tsao, Riya Karmakar, Hsiang-Wang Cheng, Song-Cun Lu, Hong-Thai Nguyen Arvind Mukundan
article en

Abstract

Leveraging AI and hyperspectral imaging, this study pioneers in diagnosing skin cancer, especially distinguishing Mycosis fungoides from psoriasis and atopic dermatitis. A novel algorithm demonstrates 90.72% sensitivity, 96.76% specificity, enhancing diagnostic accuracy and efficiency significantly.

National Chung Cheng University (TW)
Zero hunger
Openalex Percentile: Top 86%
Viral Infectious Diseases and Gene Expression in Insects
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Identification of Early Mycosis Fungoides by Hyperspectral Imaging — Yu-Ming Tsao, Riya Karmakar, et al. · (2024) | TGRS Research Map | TGRS