Detection and Classification of Novel Renal Histologic Phenotypes Using Deep Neural Networks

With the advent and increased accessibility of deep neural networks (DNNs), complex properties of histologic images can be rigorously and reproducibly quantified. We used DNN-based transfer learning to analyze histologic images of periodic acid-Schiff–stained renal sections from a cohort of mice wit...

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Vydáno v:Am J Pathol
Hlavní autoři: Sheehan, Susan, Mawe, Seamus, Cianciolo, Rachel E., Korstanje, Ron, Mahoney, J. Matthew
Médium: Artigo
Jazyk:Inglês
Vydáno: American Society for Investigative Pathology 2019
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Article
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC6723211/
https://ncbi.nlm.nih.gov/pubmed/31220455
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.ajpath.2019.05.019
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