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Deep learning-based framework for slide-based histopathological image analysis

Digital pathology coupled with advanced machine learning (e.g., deep learning) has been changing the paradigm of whole-slide histopathological images (WSIs) analysis. Major applications in digital pathology using machine learning include automatic cancer classification, survival analysis, and subtyp...

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Detalles Bibliográficos
Autores principales: Kosaraju, Sai, Park, Jeongyeon, Lee, Hyun, Yang, Jung Wook, Kang, Mingon
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9646838/
https://www.ncbi.nlm.nih.gov/pubmed/36351997
http://dx.doi.org/10.1038/s41598-022-23166-0