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DeepConsensus: Consensus-based Interpretable Deep Neural Networks with Application to Mortality Prediction
Deep neural networks have achieved remarkable success in various challenging tasks. However, the black-box nature of such networks is not acceptable to critical applications, such as healthcare. In particular, the existence of adversarial examples and their overgeneralization to irrelevant, out-of-d...
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| Veröffentlicht in: | Proc Int Jt Conf Neural Netw |
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| Hauptverfasser: | , , , , |
| Format: | Artigo |
| Sprache: | Inglês |
| Veröffentlicht: |
2020
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| Schlagworte: | |
| Online Zugang: | https://ncbi.nlm.nih.gov/pmc/articles/PMC7583142/ https://ncbi.nlm.nih.gov/pubmed/33101768 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/ijcnn48605.2020.9206678 |
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