Label Distribution Learning for Automatic Cancer Grading of Histopathological Images of Prostate Cancer

SIMPLE SUMMARY: We aimed to develop and evaluate an automatic prediction system for grading histopathological images of prostate cancer using a deep learning model and label distribution learning. Our results show that the label distribution learning improved the diagnostic performance of the automa...

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Detalles Bibliográficos
Autores principales: Nishio, Mizuho, Matsuo, Hidetoshi, Kurata, Yasuhisa, Sugiyama, Osamu, Fujimoto, Koji
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10000939/
https://www.ncbi.nlm.nih.gov/pubmed/36900325
http://dx.doi.org/10.3390/cancers15051535

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10000939/
https://www.ncbi.nlm.nih.gov/pubmed/36900325
http://dx.doi.org/10.3390/cancers15051535

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