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Article
Lipid profile prediction based on artificial neural networks
Lipid profile usually includes levels of total cholesterol (TCH), low density lipoprotein (LDL), high density lipoprotein (HDL) and triglycerides (TG), all of which require a blood test. Using advances in machine...
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Article
Open AccessNew Sub-Phenoty** of Subjects at High Risk of Type 2 Diabetes: What Are the Potential Clinical Implications?
Prediabetes is defined as a condition of abnormal glucose metabolism, characterised by plasma glucose above normal range but not as high as required for the diagnosis of diabetes mellitus (DM). It represents a...
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Article
What kind of Relationship is Between Body Mass Index and Body Fat Percentage?
Although body mass index (BMI) and body fat percentage (B F %) are well known as indicators of nutritional status, there are insuficient data whether the relationsh...
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Article
ANN Prediction of Metabolic Syndrome: a Complex Puzzle that will be Completed
The diagnosis of metabolic syndrome (MetS) has a leading role in the early prevention of chronic disease, such as cardiovascular disease, type 2 diabetes, cancers and chronic kidney disease. It would be very g...
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Article
Hybrid EANN-EA System for the Primary Estimation of Cardiometabolic Risk
The most important part of the early prevention of atherosclerosis and cardiovascular diseases is the estimation of the cardiometabolic risk (CMR). The CMR estimation can be divided into two phases. The first ...
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Article
Gender-, Age-, and BMI-Specific Threshold Values of Sagittal Abdominal Diameter Obtained by Artificial Neural Networks
Sagittal abdominal diameter (SAD) is a valuable predictor of cardiometabolic outcomes in obese patients, but its use in clinical practice is limited due to a lack of specific threshold values. Some authors hav...
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Article
Different associations of apoE gene polymorphism with metabolic syndrome in the Vojvodina Province (Serbia)
The metabolic syndrome (MetS) is a polygenic multifactorial metabolic disorder with strong socioeconomic influence. MetS has became a worldwide epidemic, that directly increases the risk of cardiovascular dise...