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June 15, 2026Cardiology Research and PracticeOpen Access

Magnetocardiography Combined With the SYNTAX Score for Exploratory Modeling of Clinician‐Selected Revascularization Category in Three‐Vessel Coronary Artery Disease: A Single‐Center Pilot Study

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Authors

ZAZiyu AnSWShipan WangMZM Zhang

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Overview

Pilot study evaluates magnetocardiography's role in revascularization decisions for three-vessel coronary artery disease, indicating limited clinical value.

Key Points

  • To explore if magnetocardiography parameters enhance the SYNTAX score in modeling revascularization decisions in three-vessel coronary artery disease.
  • Retrospective analysis of prospective cohort data from 544 patients.
  • Used Pearson correlation, random forest analysis, and logistic regression for MCG parameter screening.
  • Evaluated model performance using AUC, calibration, and multivariable Cox regression.
  • Combined MCG-SYNTAX model AUC was 0.853, compared to 0.847 for SYNTAX-only (p=0.628).
  • In intermediate-high-risk subgroup, combined model showed a numerically higher AUC but was hypothesis-generating.
  • Only the SYNTAX score was retained in LASSO sensitivity analysis, indicating limited incremental value of MCG.

Cite This Study

An et al. (2026) studied this question.

synapsesocial.com/papers/6a2f975ea1cfeec4908286d8https://doi.org/10.1155/crp/9497660
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  5. 5Validation of Scoring Systems That Predict Outcomes in Patients With Coronary Artery Disease Undergoing Coronary Artery Bypass Grafting Surgery2015 · 13 citations