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Medical Inpatient Journey Modeling and Clustering: A Bayesian Hidden Markov Model Based Approach

Modeling and clustering medical inpatient journeys is useful to healthcare organizations for a number of reasons including inpatient journey reorganization in a more convenient way for understanding and browsing, etc. In this study, we present a probabilistic model-based approach to model and cluste...

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Veröffentlicht in:AMIA Annu Symp Proc
Hauptverfasser: Huang, Zhengxing, Dong, Wei, Wang, Fei, Duan, Huilong
Format: Artigo
Sprache:Inglês
Veröffentlicht: American Medical Informatics Association 2015
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Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC4765647/
https://ncbi.nlm.nih.gov/pubmed/26958200
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