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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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Detalles Bibliográficos
Autores principales: DiPalma, Joseph, Torresani, Lorenzo, Hassanpour, Saeed
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10339175/
https://www.ncbi.nlm.nih.gov/pubmed/37457594
http://dx.doi.org/10.1016/j.jpi.2023.100320