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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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Détails bibliographiques
Publié dans:KDD
Auteurs principaux: Bai, Tian, Egleston, Brian L., Zhang, Shanshan, Vucetic, Slobodan
Format: Artigo
Langue:Inglês
Publié: 2018
Sujets:
Accès en ligne: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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