SEP 11, 2026 · JOURNAL ARTICLE
MR Derived Cardiac Metabolism Changes in Patients With Obesity and Diabetes: Knowledge Discovery Via Bayesian Networks and Random Forest Classification
Nmr in Biomedicine
Exploratory machine learning study using observational data to generate causal hypotheses about cardiac metabolism in obesity and diabetes; lacks a prospective design, clinical outcome validation, or comparison against established diagnostic standards.
Reported
Sample size195
Test accuracy (healthy vs obese n…78.12%
Test accuracy (healthy vs diabeti…88.57%