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Improved artificial intelligence discrimination of minor histological populations by supplementing with color-adjusted images

Despite the dedicated research of artificial intelligence (AI) for pathological images, the construction of AI applicable to histopathological tissue subtypes, is limited by insufficient dataset collection owing to disease infrequency. Here, we present a solution involving the addition of supplement...

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Detalles Bibliográficos
Autores principales: Hatta, Satomi, Ichiuji, Yoshihito, Mabu, Shingo, Kugler, Mauricio, Hontani, Hidekata, Okoshi, Tadakazu, Fuse, Haruki, Kawada, Takako, Kido, Shoji, Imamura, Yoshiaki, Naiki, Hironobu, Inai, Kunihiro
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10625567/
https://www.ncbi.nlm.nih.gov/pubmed/37925580
http://dx.doi.org/10.1038/s41598-023-46472-7