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A Multi-Task Framework for Monitoring Health Conditions via Attention-based Recurrent Neural Networks
Monitoring the future health status of patients from the historical Electronic Health Record (EHR) is a core research topic in predictive healthcare. The most important challenges are to model the temporality of sequential EHR data and to interpret the prediction results. In order to reduce the futu...
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| Udgivet i: | AMIA Annu Symp Proc |
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| Main Authors: | , , , , , , |
| Format: | Artigo |
| Sprog: | Inglês |
| Udgivet: |
American Medical Informatics Association
2018
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| Fag: | |
| Online adgang: | https://ncbi.nlm.nih.gov/pmc/articles/PMC5977646/ https://ncbi.nlm.nih.gov/pubmed/29854237 |
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