Published on in Vol 9 (2025)
Preprints (earlier versions) of this paper are
available at
https://preprints.jmir.org/preprint/68066, first published
.

Journals
- Obianyo C, Ezeamii P, Akter M, Mbonu J, Njoku A, Nwosu E, Okobi O. Protective Factors Against Hypertension: A Retrospective Population-Based Analysis of Resilience in High-Risk Groups. Cureus 2025 View
- Cheng N, Chen Y, Jin L, Chen L. Nonlinear association between visceral fat metabolism score and heart failure: insights from LightGBM modeling and SHAP-Driven feature interpretation in NHANES. BMC Medical Informatics and Decision Making 2025;25(1) View
- Dastani M, Ghorbani M, Eskandarioun M, Hassani Goodarzi T, Torabian A, Talebnia S. Association Rule Mining Analysis of Cardiovascular Risk Factors in the CDC Diabetes Health Indicators Dataset. InfoScience Trends 2025;2(6):73 View
- Zhang T, Hao Z, Jiang Q, Zhu L, Ye L. Machine learning-based prediction model for post-stroke cerebral-cardiac syndrome: a risk stratification study. Scientific Reports 2025;15(1) View
- Greco A, Capodanno D. Personalized Treatment of Patients with Coronary Artery Disease: The Value and Limitations of Predictive Models. Journal of Cardiovascular Development and Disease 2025;12(9):344 View
- Yang Y, Mei C, Guo X, Chen J, Tao T, Wang Q. Interpretable machine learning for predicting early neurological deterioration in symptomatic intracranial atherosclerotic stenosis. Frontiers in Neurology 2025;16 View
- Alabi A, Akinpeloye O, Izinyon O, Amusa T, Famotire A. From Logistic Regression to Foundation Models: Factors Associated With Improved Forecasts. Cureus 2025 View
- Jiang H, Li Y. Sex-specific machine learning models for cardiovascular disease risk prediction in adults aged ≥ 80 years: insights from the Chinese longitudinal healthy longevity survey. BMC Geriatrics 2025;25(1) View
- Li Y, Wang B. Machine learning-based prediction of atherosclerotic cardiovascular disease risk in adults with diabetes or prediabetes. BMC Cardiovascular Disorders 2025;26(1) View
- Bhatt A, Bhatt A. Early-Stage Cardiovascular Disease Prediction Using a Sigmoidtropy-Based Decision Tree. International Journal of Statistics in Medical Research 2025;14:855 View
- Ghaderzadeh M, Rafie Z, Salehnasab C. Explainable extratreeclassifier model for early detection of type 2 diabetes: evidence from the PERSIAN Dena Cohort. BMC Medical Informatics and Decision Making 2025 View
- Tang Y, Yue Z, Wu J, Liu H, Liu Q, Zhang K, Zhang Y, Wang Y, Wang S, Chen X, He X, Hu J, Ye Z. Dietary antioxidants and CKM–depression comorbidity: a primary analysis with a secondary evaluation of all-cause mortality using six machine learning algorithms. European Journal of Medical Research 2025;30(1) View
