December 1, 2001AJP Heart and Circulatory PhysiologyOpen Access

A forward model-based validation of cardiovascular system identification

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Population

Computational model of the cardiovascular system capable of generating realistic beat-to-beat variability

Comparison

Cardiovascular system identification method… vs Actual dynamics of the forward model

Authors

RMRamakrishna MukkamalaPreventive Cardiology RCRichard J. CohenElectrophysiology

Discussion

Member takes

Implication

Supports model-based validation of autonomic monitoring; leaves open clinical translation pending human studies.

Structured PICO

Population

Computational model of the cardiovascular system capable of generating realistic beat-to-beat variability

Intervention

Cardiovascular system identification method (inverse modeling) applied to data generated from the forward model

Comparator

Actual dynamics of the forward model

Outcome

Correspondence between estimated dynamics and actual dynamics

The cardiovascular system identification method accurately estimates dynamics and detects autonomic function changes in a computational model, supporting its use in experimental data.

Cite This Study

Mukkamala et al. (2001) studied this question.

synapsesocial.com/papers/6a708c65e71d69abee08ae45 https://doi.org/10.1152/ajpheart.2001.281.6.h2714

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A forward model-based validation of cardiovascular system identification

Discussion

Member takes

Implication

Structured PICO

Cite This Study

A forward model-based validation of cardiovascular system identification

Discussion

Member takes

Implication

Structured PICO

Cite This Study

Also Consider

Also Consider