Opening the Black-Box: Extracting Medical Reasoning from Machine Learning Predictions
Background: A transparent machine learning model enables the end-user to investigate the decision process from (clinical) input data to the final prediction of the model. Modern (Deep Learning) machine learning models are highly complex and opaque - lacking the transparency required by both the clin...
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| Format: | Article |
| Sprog: | English |
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Iuliu Hatieganu University of Medicine and Pharmacy, Cluj-Napoca
2021-09-01
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| Serier: | Applied Medical Informatics |
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| Online adgang: | https://ami.info.umfcluj.ro/index.php/AMI/article/view/843 |