Literature DB >> 26683899

An integrated mathematical model of the human cardiopulmonary system: model development.

Antonio Albanese1, Limei Cheng1, Mauro Ursino2, Nicolas W Chbat3.   

Abstract

Several cardiovascular and pulmonary models have been proposed in the last few decades. However, very few have addressed the interactions between these two systems. Our group has developed an integrated cardiopulmonary model (CP Model) that mathematically describes the interactions between the cardiovascular and respiratory systems, along with their main short-term control mechanisms. The model has been compared with human and animal data taken from published literature. Due to the volume of the work, the paper is divided in two parts. The present paper is on model development and normophysiology, whereas the second is on the model's validation on hypoxic and hypercapnic conditions. The CP Model incorporates cardiovascular circulation, respiratory mechanics, tissue and alveolar gas exchange, as well as short-term neural control mechanisms acting on both the cardiovascular and the respiratory functions. The model is able to simulate physiological variables typically observed in adult humans under normal and pathological conditions and to explain the underlying mechanisms and dynamics.
Copyright © 2016 the American Physiological Society.

Entities:  

Keywords:  cardiopulmonary model; cardiorespiratory interactions; cardiovascular control; respiratory control

Mesh:

Year:  2015        PMID: 26683899     DOI: 10.1152/ajpheart.00230.2014

Source DB:  PubMed          Journal:  Am J Physiol Heart Circ Physiol        ISSN: 0363-6135            Impact factor:   4.733


  10 in total

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Authors:  Jiayao Yuan; Caitlyn M Chiofolo; Benjamin J Czerwin; Nikolaos Karamolegkos; Nicolas W Chbat
Journal:  IEEE Open J Eng Med Biol       Date:  2021-01-22

2.  Heart-Lung Interactions During Mechanical Ventilation: Analysis via a Cardiopulmonary Simulation Model.

Authors:  Nikolaos Karamolegkos; Antonio Albanese; Nicolas W Chbat
Journal:  IEEE Open J Eng Med Biol       Date:  2021-11-17

3.  Treatment of Cheyne-Stokes Respiration in Heart Failure with Adaptive Servo-Ventilation: An Integrative Model.

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Journal:  Math Comput Simul       Date:  2020-05-20       Impact factor: 2.463

5.  Time-Frequency Analysis of Cardiovascular and Cardiorespiratory Interactions During Orthostatic Stress by Extended Partial Directed Coherence.

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Journal:  Entropy (Basel)       Date:  2019-05-05       Impact factor: 2.524

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7.  High risk of patient self-inflicted lung injury in COVID-19 with frequently encountered spontaneous breathing patterns: a computational modelling study.

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Journal:  Ann Intensive Care       Date:  2021-07-13       Impact factor: 6.925

8.  Theoretical open-loop model of respiratory mechanics in the extremely preterm infant.

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Journal:  PLoS One       Date:  2018-06-14       Impact factor: 3.240

9.  Mathematical modeling of cardiac function to evaluate clinical cases in adults and children.

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Journal:  PLoS One       Date:  2019-10-31       Impact factor: 3.240

Review 10.  Two heads are better than one: current landscape of integrating QSP and machine learning : An ISoP QSP SIG white paper by the working group on the integration of quantitative systems pharmacology and machine learning.

Authors:  Tongli Zhang; Ioannis P Androulakis; Peter Bonate; Limei Cheng; Tomáš Helikar; Jaimit Parikh; Christopher Rackauckas; Kalyanasundaram Subramanian; Carolyn R Cho
Journal:  J Pharmacokinet Pharmacodyn       Date:  2022-02-01       Impact factor: 2.745

  10 in total

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