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Clinical time series prediction: towards a hierarchical dynamical system framework

OBJECTIVE: Developing machine learning and data mining algorithms for building temporal models of clinical time series is important for understanding of the patient condition, the dynamics of a disease, effect of various patient management interventions and clinical decision making. In this work, we...

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Detalhes bibliográficos
Publicado no:Artif Intell Med
Main Authors: Liu, Zitao, Hauskrecht, Milos
Formato: Artigo
Idioma:Inglês
Publicado em: 2014
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4422790/
https://ncbi.nlm.nih.gov/pubmed/25534671
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.artmed.2014.10.005
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