Noninvasive Subject-Specific Monitoring of Autonomic-Cardiac Regulation

• Published in: IEEE transactions on biomedical engineering Vol. 61; no. 4; pp. 1196 - 1207
• Main Authors: Ataee, Pedram, Hahn, Jin-Oh, Dumont, Guy A., Boyce, W. Thomas
• Format: Journal Article
• Language: English
• Published: United States IEEE 01.04.2014; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Adaptability; Algorithms; Analytical models; Autonomic Nervous System - physiology; Autonomic-cardiac regulation; Biomedical monitoring; Control; Estimates; Estimating techniques; Feasibility studies; Heart rate; Heart Rate - physiology; Humans; Mathematical model; Mathematical models; Models, Cardiovascular; Monitoring; Monitoring, Physiologic - methods; Nerves; Parameter estimation; Sensitivity; Sensitivity analysis; Signal Processing, Computer-Assisted; subject-specific monitoring

This paper presents a feasibility study of a model-based approach to noninvasive and subject-specific monitoring of autonomic-cardiac regulation. The proposed approach is built upon individualizing a physiologically-based model by applying a parameter estimation method to routine clinical observatio...