AI Medical Compendium Journal:
Journal of the American Heart Association

Showing 61 to 64 of 64 articles

Detection of Left Ventricular Hypertrophy Using Bayesian Additive Regression Trees: The MESA.

Journal of the American Heart Association Mar 5, 2019
Background We developed a new left ventricular hypertrophy ( LVH ) criterion using a machine-learning technique called Bayesian Additive Regression Trees ( BART ). Methods and Results This analysis included 4714 participants from MESA (Multi-Ethnic S...
Humans Machine Learning Female Reproducibility of Results Aged Aged, 80 and over Male Ventricular Function, Left Middle Aged Diagnosis, Computer-Assisted United States Electrocardiography Magnetic Resonance Imaging Decision Trees Predictive Value of Tests Bayes Theorem Ventricular Remodeling Hypertrophy, Left Ventricular
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Angiography-Based Machine Learning for Predicting Fractional Flow Reserve in Intermediate Coronary Artery Lesions.

Journal of the American Heart Association Feb 19, 2019
Background An angiography-based supervised machine learning ( ML ) algorithm was developed to classify lesions as having fractional flow reserve ≤0.80 versus >0.80. Methods and Results With a 4:1 ratio, 1501 patients with 1501 intermediate lesions we...
Humans Machine Learning Algorithms Retrospective Studies Female Male Middle Aged Severity of Illness Index ROC Curve Imaging, Three-Dimensional Coronary Angiography Coronary Vessels Coronary Stenosis Fractional Flow Reserve, Myocardial
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Machine Learning Outperforms ACC / AHA CVD Risk Calculator in MESA.

Journal of the American Heart Association Nov 20, 2018
Background Studies have demonstrated that the current US guidelines based on American College of Cardiology/American Heart Association (ACC/AHA) Pooled Cohort Equations Risk Calculator may underestimate risk of atherosclerotic cardiovascular disease ...
Humans Machine Learning Female Risk Factors Aged Sensitivity and Specificity Male Cardiovascular Diseases Middle Aged Risk Assessment Support Vector Machine Coronary Artery Disease Hydroxymethylglutaryl-CoA Reductase Inhibitors
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Apolipoprotein A-I Modulates Atherosclerosis Through Lymphatic Vessel-Dependent Mechanisms in Mice.

Journal of the American Heart Association Nov 1, 2017
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