A Deep Learning Approach for Histopathological Diagnosis of Onychomycosis: Not Inferior to Analogue Diagnosis by Histopathologists

Onychomycosis is common. Diagnosis can be confirmed by various methods; a commonly used method is the histological examination of nail clippings. A deep learning system was developed and its diagnostic accuracy compared with that of human experts. A dataset with annotations for fungal elements was u...

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Detalles Bibliográficos
Autores principales: DECROOS, Florence, SPRINGENBERG, Sebastian, LANG, Tobias, PÄPPER, Marc, ZAPF, Antonia, METZE, Dieter, STEINKRAUS, Volker, BÖER-AUER, Almut
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Society for Publication of Acta Dermato-Venereologica 2021
Materias:
Investigative Report
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9413660/
https://www.ncbi.nlm.nih.gov/pubmed/34405243
http://dx.doi.org/10.2340/00015555-3893

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9413660/
https://www.ncbi.nlm.nih.gov/pubmed/34405243
http://dx.doi.org/10.2340/00015555-3893

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