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HistoPerm: A permutation-based view generation approach for improving histopathologic feature representation learning

Deep learning has been effective for histology image analysis in digital pathology. However, many current deep learning approaches require large, strongly- or weakly labeled images and regions of interest, which can be time-consuming and resource-intensive to obtain. To address this challenge, we pr...

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Detalhes bibliográficos
Principais autores: Joseph DiPalma, Lorenzo Torresani, Saeed Hassanpour
Formato: Artigo
Idioma:Inglês
Publicado em: Elsevier 2023-01-01
coleção:Journal of Pathology Informatics
Assuntos:
Acesso em linha:http://www.sciencedirect.com/science/article/pii/S2153353923001347
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