The degradation of performance of a state-of-the-art skin image classifier when applied to patient-driven internet search

Model Dermatology (https://modelderm.com; Build2021) is a publicly testable neural network that can classify 184 skin disorders. We aimed to investigate whether our algorithm can classify clinical images of an Internet community along with tertiary care center datasets. Consecutive images from an In...

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Detalles Bibliográficos
Autores principales: Han, Seung Seog, Navarrete-Dechent, Cristian, Liopyris, Konstantinos, Kim, Myoung Shin, Park, Gyeong Hun, Woo, Sang Seok, Park, Juhyun, Shin, Jung Won, Kim, Bo Ri, Kim, Min Jae, Donoso, Francisca, Villanueva, Francisco, Ramirez, Cristian, Chang, Sung Eun, Halpern, Allan, Kim, Seong Hwan, Na, Jung-Im
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9519737/
https://www.ncbi.nlm.nih.gov/pubmed/36171272
http://dx.doi.org/10.1038/s41598-022-20632-7

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