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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Shi-Ke Guo

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Open access Aug 2026

Multiscale Electrophysiological Remodeling in Ischemic Heart Failure: Simulation Analysis of Ventricular Ectopic Activation

These analyses support numerical convergence and parameter-range-specific sensitivity, not biological population variability, and represent conditional cellular remodeling and generic geometry-constrained wave dynamics rather than a causal molecular-to-organ mechanism or individualized arrhythmia prediction.

Shi-Ke Guo, Kang-Qi Tian, Shi-Qiang Zheng · 0 citations

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