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Performance of Artificial Intelligence Imaging Models in Detecting Dermatological Manifestations in Higher Fitzpatrick Skin Color Classifications

BACKGROUND: The performance of deep-learning image recognition models is below par when applied to images with Fitzpatrick classification skin types 4 and 5. OBJECTIVE: The objective of this research was to assess whether image recognition models perform differently when differentiating between derm...

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Detalles Bibliográficos
Autor principal: Aggarwal, Pushkar
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10334948/
https://www.ncbi.nlm.nih.gov/pubmed/37632853
http://dx.doi.org/10.2196/31697