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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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Gorde:
Xehetasun bibliografikoak
Argitaratua izan da:Proc IEEE Comput Soc Conf Comput Vis Pattern Recognit
Egile Nagusiak: Hou, Le, Samaras, Dimitris, Kurc, Tahsin M., Gao, Yi, Davis, James E., Saltz, Joel H.
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: 2016
Gaiak:
Sarrera elektronikoa: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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