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Interpretable Representation Learning for Healthcare via Capturing Disease Progression through Time
Various deep learning models have recently been applied to predictive modeling of Electronic Health Records (EHR). In medical claims data, which is a particular type of EHR data, each patient is represented as a sequence of temporally ordered irregularly sampled visits to health providers, where eac...
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| Publicado no: | KDD |
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| Main Authors: | , , , |
| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
2018
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC6484836/ https://ncbi.nlm.nih.gov/pubmed/31037221 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1145/3219819.3219904 |
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