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Interpreting patient-Specific risk prediction using contextual decomposition of BiLSTMs: application to children with asthma
BACKGROUND: Predictive modeling with longitudinal electronic health record (EHR) data offers great promise for accelerating personalized medicine and better informs clinical decision-making. Recently, deep learning models have achieved state-of-the-art performance for many healthcare prediction task...
| Autores principales: | , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
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BioMed Central
2019
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| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6842261/ https://www.ncbi.nlm.nih.gov/pubmed/31703676 http://dx.doi.org/10.1186/s12911-019-0951-4 |