Transfer Learning for Adenocarcinoma Classifications in the Transurethral Resection of Prostate Whole-Slide Images

SIMPLE SUMMARY: In this study, we trained deep learning models to classify TUR-P WSIs into prostate adenocarcinoma and benign (non-neoplastic) lesions using transfer and weakly supervised learning. Overall, the model achieved good classification performance in classifying whole-slide images, demonst...

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Detalles Bibliográficos
Autores principales: Tsuneki, Masayuki, Abe, Makoto, Kanavati, Fahdi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9563552/
https://www.ncbi.nlm.nih.gov/pubmed/36230666
http://dx.doi.org/10.3390/cancers14194744

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9563552/
https://www.ncbi.nlm.nih.gov/pubmed/36230666
http://dx.doi.org/10.3390/cancers14194744

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