Explanation and prediction of clinical data with imbalanced class distribution based on pattern discovery and disentanglement
Abstract Background Statistical data analysis, especially the advanced machine learning (ML) methods, have attracted considerable interest in clinical practices. We are looking for interpretability of the diagnostic/prognostic results that will bring confidence to doctors, patients and their relativ...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
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BMC
2021-01-01
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| Series: | BMC Medical Informatics and Decision Making |
| Subjects: | |
| Online Access: | https://doi.org/10.1186/s12911-020-01356-y |