Imitating Pathologist Based Assessment With Interpretable and Context Based Neural Network Modeling of Histology Images

Convolutional neural networks (CNNs) have gained steady popularity as a tool to perform automatic classification of whole slide histology images. While CNNs have proven to be powerful classifiers in this context, they fail to explain this classification, as the network engineered features used for m...

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Kaydedildi:
Detaylı Bibliyografya
Yayımlandı:Biomed Inform Insights
Asıl Yazarlar: Srivastava, Arunima, Kulkarni, Chaitanya, Huang, Kun, Parwani, Anil, Mallick, Parag, Machiraju, Raghu
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: SAGE Publications 2018
Konular:
Original Research
Online Erişim:https://ncbi.nlm.nih.gov/pmc/articles/PMC6236488/
https://ncbi.nlm.nih.gov/pubmed/30450002
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1177/1178222618807481
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