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Generative modeling for label-free glomerular modeling and classification

Generative modeling using GANs has gained traction in machine learning literature, as training does not require labeled datasets. This is perfect for applications in biological datasets, where large labeled datasets are often difficult and expensive to acquire. However, generative models offer no ea...

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書目詳細資料
發表在:Proc SPIE Int Soc Opt Eng
Main Authors: Lutnick, Brendon, Ginley, Brandon, Jen, Kuang-Yu, Dong, Wen, Sarder, Pinaki
格式: Artigo
語言:Inglês
出版: 2020
主題:
在線閱讀:https://ncbi.nlm.nih.gov/pmc/articles/PMC7194217/
https://ncbi.nlm.nih.gov/pubmed/32362708
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