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Explanation and prediction of clinical data with imbalanced class distribution based on pattern discovery and disentanglement
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 relatives in th...
| Autores principales: | , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
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BioMed Central
2021
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| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7796578/ https://www.ncbi.nlm.nih.gov/pubmed/33422088 http://dx.doi.org/10.1186/s12911-020-01356-y |