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A Multi-resolution Model for Histopathology Image Classification and Localization with Multiple Instance Learning

Large numbers of histopathological images have been digitized into high resolution whole slide images, opening opportunities in developing computational image analysis tools to reduce pathologists’ workload and potentially improve inter- and intra- observer agreement. Most previous work on whole sli...

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Detalhes bibliográficos
Publicado no:Comput Biol Med
Main Authors: Li, Jiayun, Li, Wenyuan, Sisk, Anthony, Ye, Huihui, Wallace, W. Dean, Speier, William, Arnold, Corey W.
Formato: Artigo
Idioma:Inglês
Publicado em: 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7984430/
https://ncbi.nlm.nih.gov/pubmed/33601084
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.compbiomed.2021.104253
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