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SAMPLER: Empirical distribution representations for rapid analysis of whole slide tissue images

Deep learning has revolutionized digital pathology, allowing for automatic analysis of hematoxylin and eosin (H&E) stained whole slide images (WSIs) for diverse tasks. In such analyses, WSIs are typically broken into smaller images called tiles, and a neural network backbone encodes each tile in...

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Detalles Bibliográficos
Autores principales: Mukashyaka, Patience, Sheridan, Todd B., Foroughi pour, Ali, Chuang, Jeffrey H.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cold Spring Harbor Laboratory 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10418159/
https://www.ncbi.nlm.nih.gov/pubmed/37577691
http://dx.doi.org/10.1101/2023.08.01.551468