MST-AI: Skin Color Estimation in Skin Cancer Datasets

The absence of skin color information in skin cancer datasets poses a significant challenge for accurate diagnosis using artificial intelligence models, particularly for non-white populations. In this paper, based on the Monk Skin Tone (MST) scale, which is less biased than the Fitzpatrick scale, we...

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Bibliographic Details
Main Authors: Vahid Khalkhali, Hayan Lee, Joseph Nguyen, Sergio Zamora-Erazo, Camille Ragin, Abhishek Aphale, Alfonso Bellacosa, Ellis P. Monk, Saroj K. Biswas
Format: Article
Language:English
Published: MDPI AG 2025-07-01
Series:Journal of Imaging
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Online Access:https://www.mdpi.com/2313-433X/11/7/235
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