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Semi-Supervised Classification of Noisy, Gigapixel Histology Images

One of the greatest obstacles in the adoption of deep neural networks for new medical applications is that training these models typically require a large amount of manually labeled training samples. In this body of work, we investigate the semi-supervised scenario where one has access to large amou...

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Podrobná bibliografie
Vydáno v:Proc IEEE Int Symp Bioinformatics Bioeng
Hlavní autoři: Pulido, J. Vince, Guleria, Shan, Ehsan, Lubaina, Fasullo, Matthew, Lippman, Robert, Mutha, Pritesh, Shah, Tilak, Syed, Sana, Brown, Donald E.
Médium: Artigo
Jazyk:Inglês
Vydáno: 2020
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC8144886/
https://ncbi.nlm.nih.gov/pubmed/34046246
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/BIBE50027.2020.00097
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