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Patch-based Convolutional Neural Network for Whole Slide Tissue Image Classification

Convolutional Neural Networks (CNN) are state-of-the-art models for many image classification tasks. However, to recognize cancer subtypes automatically, training a CNN on gigapixel resolution Whole Slide Tissue Images (WSI) is currently computationally impossible. The differentiation of cancer subt...

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Detalles Bibliográficos
Publicado en:Proc IEEE Comput Soc Conf Comput Vis Pattern Recognit
Autores principales: Hou, Le, Samaras, Dimitris, Kurc, Tahsin M., Gao, Yi, Davis, James E., Saltz, Joel H.
Formato: Artigo
Lenguaje:Inglês
Publicado: 2016
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Acceso en línea:https://ncbi.nlm.nih.gov/pmc/articles/PMC5085270/
https://ncbi.nlm.nih.gov/pubmed/27795661
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/CVPR.2016.266
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