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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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| Publicado no: | Biomed Inform Insights |
|---|---|
| Main Authors: | , , , , , |
| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
SAGE Publications
2018
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| Assuntos: | |
| Acesso em linha: | 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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