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Change-Point Detection for Monitoring Clinical Decision Support Systems with a Multi-Process Dynamic Linear Model

A clinical decision support system and its components may malfunction due to different reasons. The objective of this work is to develop computational methods that can help us to monitor the system and assure its proper operation by promptly detecting and analyzing changes in its behavior. We develo...

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Detalhes bibliográficos
Publicado no:Proceedings (IEEE Int Conf Bioinformatics Biomed)
Main Authors: Liu, Siqi, Wright, Adam, Sittig, Dean F., Hauskrecht, Milos
Formato: Artigo
Idioma:Inglês
Publicado em: 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5749419/
https://ncbi.nlm.nih.gov/pubmed/29302379
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/BIBM.2017.8217712
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