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Thoroughly Calibrated Modular Agent-Based Model of the Human Cardiovascular and Renal Systems for Blood Pressure Regulation in Health and Disease
- Source :
- Frontiers in Physiology, Frontiers in Physiology, Vol 12 (2021)
- Publication Year :
- 2021
- Publisher :
- Frontiers Media SA, 2021.
-
Abstract
- Here we present a modular agent-based mathematical model of the human cardiovascular and renal systems. It integrates the previous models primarily developed by A. C. Guyton, F. Karaaslan, K. M. Hallow, and Y. V. Solodyannikov. We performed the model calibration to find an equilibrium state within the normal vital sign ranges for a healthy adult. We verified the model’s abilities to reproduce equilibrium states with abnormal physiological values related to different combinations of cardiovascular diseases (such as systemic hypertension, chronic heart failure, pulmonary hypertension, etc.). For the model creation and validation, we involved over 200 scientific studies covering known models of the human cardiovascular and renal functions, biosimulation platforms, and clinical measurements of physiological quantities in normal and pathological conditions. We compiled detailed documentation describing all equations, parameters and variables of the model with justification of all formulas and values. The model is implemented in BioUML and available in the web-version of the software.
- Subjects :
- Agent-based model
Physiology
business.industry
Computer science
mathematical modeling
blood pressure regulation
Disease
Modular design
Machine learning
computer.software_genre
agent-based model
modular model
Blood pressure
Physiology (medical)
cardiovascular system
QP1-981
renal system
Artificial intelligence
Biosimulation
business
Physiological values
computer
Original Research
Subjects
Details
- ISSN :
- 1664042X
- Volume :
- 12
- Database :
- OpenAIRE
- Journal :
- Frontiers in Physiology
- Accession number :
- edsair.doi.dedup.....be579d03063770034deb95a9772ceafe
- Full Text :
- https://doi.org/10.3389/fphys.2021.746300