AIMC Topic: Apolipoprotein B-100

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Improving the Detection of Potential Cases of Familial Hypercholesterolemia: Could Machine Learning Be Part of the Solution?

Journal of the American Heart Association Jun 15, 2024
BACKGROUND: Familial hypercholesterolemia (FH), while highly prevalent, is a significantly underdiagnosed monogenic disorder. Improved detection could reduce the large number of cardiovascular events attributable to poor case finding. We aimed to ass...
Humans Machine Learning Female Adult Male Middle Aged Genetic Predisposition to Disease Predictive Value of Tests Mutation Genetic Testing Hyperlipoproteinemia Type II United Kingdom Exome Sequencing Proprotein Convertase 9 Apolipoprotein B-100 Receptors, LDL
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Risk stratification of ST-segment elevation myocardial infarction (STEMI) patients using machine learning based on lipid profiles.

Lipids in health and disease May 6, 2021
BACKGROUND: Numerous studies have revealed the relationship between lipid expression and increased cardiovascular risk in ST-segment elevation myocardial infarction (STEMI) patients. Nevertheless, few investigations have focused on the risk stratific...
Humans Prognosis Female Aged Male Middle Aged Risk Assessment Unsupervised Machine Learning Principal Component Analysis ST Elevation Myocardial Infarction Apolipoprotein A-I Percutaneous Coronary Intervention Cholesterol, LDL Lipid Metabolism Patient Selection Patient Readmission Cholesterol, HDL Triglycerides Kaplan-Meier Estimate Apolipoprotein B-100 Lipoprotein(a)
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