Unsupervised Resolution of Histomorphologic Heterogeneity in Renal Cell Carcinoma Using a Brain Tumor–Educated Neural Network

PURPOSE: Applications of deep learning to histopathology have proven capable of expert-level performance, but approaches have largely focused on supervised classification tasks requiring context-specific training and deployment. More generalizable workflows that can be easily shared across subspecia...

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發表在:JCO Clin Cancer Inform
Main Authors: Faust, Kevin, Roohi, Adil, Leon, Alberto J., Leroux, Emeline, Dent, Anglin, Evans, Andrew J., Pugh, Trevor J., Kalimuthu, Sangeetha N., Djuric, Ugljesa, Diamandis, Phedias
格式: Artigo
語言:Inglês
出版: American Society of Clinical Oncology 2020
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在線閱讀:https://ncbi.nlm.nih.gov/pmc/articles/PMC7529524/
https://ncbi.nlm.nih.gov/pubmed/32946287
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1200/CCI.20.00035
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