Synapse
⌘+K
Synapse
PulseExploreClubsResearchersJournals
Instagram
HomeClubsExplore
July 23, 2025Eng—Advances in EngineeringOpen Access

Cardiac Mechano-Electrical-Fluid Interaction: A Brief Review of Recent Advances

View Full Paper
Ask AI
Bookmark
Share

Authors

JXJun XuFWFei Wang

Discussion

Loading...

Member takes

Overview

Review highlights AI-enhanced modeling and digital twins in cardiac electrophysiology, suggesting improved clinical applications.

Key Points

  • MAIN FINDING: Recent advances in cardiac mechano-electrical-fluid interaction modeling enhance predictive accuracy and physiological fidelity.
  • KEY EVIDENCE: Quantitative results show <5% error in pressure-volume predictions and >0.90 F1 scores in arrhythmia detection.
  • APPROACH: The review assesses multiphysics simulation platforms and artificial intelligence techniques used in modeling.
  • SIGNIFICANCE: Improved MEFI models could enhance clinical applications like cardiac resynchronization therapy and personalized medicine.

Cite This Study

Xu et al. (2025) studied this question.

synapsesocial.com/papers/689a061be6551bb0af8cda85https://doi.org/10.3390/eng6080168
View Full Paper
Ask AI
Bookmark
Share

Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1Computational Methods for Cardiac Electromechanics2006 · 93 citations
  2. 2Modeling Cardiac Electromechanics and Mechanoelectrical Coupling in Dyssynchronous and Failing Hearts2012 · 27 citations
  3. 3Electromechanical models of the ventricles2011 · 84 citations
  4. 4Finite Element Modeling in Left Ventricular Cardiac Biomechanics: From Computational Tool to Clinical Practice2025
  5. 5Interaction of the Mechano-Electrical Feedback With Passive Mechanical Models on a 3D Rat Left Ventricle: A Computational Study2019 · 10 citations