Fractional-order Modeling of the Complex and Frequency-dependent Arterial Compliance: In Human and Animal Validation
ORAL
Abstract
Recently, experimental and theoretical studies have recognized the power of fractional calculus to perceive viscoelastic blood vessel structure and bio-mechanical properties. This work presents five fractional-order model representations to describe the dynamic relationship between the aortic blood pressure input and blood volume. Each configuration incorporates a fractional-order capacitor element (FOC) to lump the apparent arterial compliance's complex and frequency dependence properties. FOC combines both resistive and capacitive attributes within a single component, which can be controlled through the fractional differentiation order factor, alpha. Besides, the equivalent capacitance of FOC is by its very nature frequency-dependent, compassing the complex properties using only a few parameters. The proposed representations have been compared with generalized integer-order models of arterial compliance. Both model's structures have been applied and validated using different aortic pressure and flow rate data acquired from various species such as humans, pigs, and dogs. The results have shown that the fractional-order framework is able to reconstruct the overall dynamic of the complex and frequency-dependent apparent compliance dynamic and reduce the complexity. The physiological relevance of the proposed models' parameters as well as the models' calibration were assessed by evaluating a variance-based global sensitivity analysis. The results show that this new paradigm confers a prominent potential to be adopted in clinical practice and basic cardiovascular mechanics research.
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Publication: 1- Mohamed A. Bahloul and Taous-Meriem Laleg Kirati. "Fractional-order model representations of apparent vascular compliance as an alternative in the analysis of arterial stiffness: an in-silico study." Physiological Measurement 42.4 (2021): 045008.<br><br>2- Mohamed A. Bahloul, Yasser Aboelkassem, and Taous-Meriem Laleg Kirati. "Towards Characterization of the Complex and Frequency-dependent Arterial Compliance based on Fractional-order Capacitor." 2021 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). IEEE, 2021.<br>
Presenters
Mohamed Bahloul
King Abdullah University of Science and Technology
Authors
Mohamed Bahloul
King Abdullah University of Science and Technology
Yasser Aboelkassem
University of Michigan-Flint, College of Innovation and Technology, University of Michigan - Flint
Taous-Meriem Laleg
king abdullah university of science and technology