MixPatch: A New Method for Training Histopathology Image Classifiers

CNN-based image processing has been actively applied to histopathological analysis to detect and classify cancerous tumors automatically. However, CNN-based classifiers generally predict a label with overconfidence, which becomes a serious problem in the medical domain. The objective of this study i...

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Detalles Bibliográficos
Autores principales: Park, Youngjin, Kim, Mujin, Ashraf, Murtaza, Ko, Young Sin, Yi, Mun Yong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9221905/
https://www.ncbi.nlm.nih.gov/pubmed/35741303
http://dx.doi.org/10.3390/diagnostics12061493

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9221905/
https://www.ncbi.nlm.nih.gov/pubmed/35741303
http://dx.doi.org/10.3390/diagnostics12061493

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