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A Model-Based Machine Learning Approach to Probing Autonomic Regulation From Nonstationary Vital-Sign Time Series

Physiological variables, such as heart rate (HR), blood pressure (BP) and respiration (RESP), are tightly regulated and coupled under healthy conditions, and a break-down in the coupling has been associated with aging and disease. We present an approach that incorporates physiological modeling withi...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:IEEE J Biomed Health Inform
Prif Awduron: Lehman, Li-wei H., Mark, Roger G., Nemati, Shamim
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: 2016
Pynciau:
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC5896770/
https://ncbi.nlm.nih.gov/pubmed/27959829
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/JBHI.2016.2636808
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