Stochastic optimization for modeling physiological time series: application to the heart rate response to exercise

DOI10.1016/j.cpc.2006.08.005zbMath1196.90090OpenAlexW1969709864MaRDI QIDQ710092

J. R. Stirling, Maria S. Zakynthinaki

Publication date: 18 October 2010

Published in: Computer Physics Communications (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.cpc.2006.08.005

zbMATH Keywords

modelingnonlinear dynamical systemsheart rateALOPEX stochastic optimizationphysiological time series

Mathematics Subject Classification ID

Time series, auto-correlation, regression, etc. in statistics (GARCH) (62M10) Applications of statistics to biology and medical sciences; meta analysis (62P10) Stochastic programming (90C15) Medical applications (general) (92C50)

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Cites Work

• A model of oxygen uptake kinetics in response to exercise: including a means of calculating oxygen demand/deficit/debt
• The alopex process: Visual receptive fields by response feedback
• Stochastic optimization for modeling physiological time series: application to the heart rate response to exercise
• Improved stochastic optimization algorithms for adaptive optics
• Stochastic optimization for adaptive real-time wavefront correction