AIMC Topic: Lipids
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Contralateral artery enlargement predicts carotid plaque progression based on machine learning algorithm models in apoE mice.
Biomedical engineering online
Dec 28, 2016
BACKGROUND: This study specifically focused on anatomical MRI characterization of the low shear stress-induced atherosclerotic plaque in mice. We used machine learning algorithms to analyze multiple correlation factors of plaque to generate predictiv...
Machine Learning
Algorithms
Reproducibility of Results
Sensitivity and Specificity
Animals
Male
Carotid Arteries
Plaque, Atherosclerotic
Blood Flow Velocity
Mice, Transgenic
Mice, Inbred C57BL
Apolipoproteins E
Decision Making
Lipids
Disease Progression
Predictive Value of Tests
Ultrasonography
Ultrasonography, Doppler
Mice
Support Vector Machine
Magnetic Resonance Imaging
High Amounts of Sitting, Low Cardiorespiratory Fitness, and Low Physical Activity Levels: 3 Key Ingredients in the Recipe for Influencing Metabolic Syndrome Prevalence.
American journal of health promotion : AJHP
Dec 22, 2016
PURPOSE: Limited research has evaluated the independent and additive associations of moderate-to-vigorous physical activity (MVPA), sedentary behavior (SB), and cardiorespiratory fitness (CRF) with metabolic syndrome, which was the purpose of this st...
Sedentary Behavior
Logistic Models
Nutrition Surveys
Sitting Position
Humans
Female
Young Adult
Adult
Cross-Sectional Studies
Oxygen Consumption
Exercise Test
Adiposity
Cardiorespiratory Fitness
Accelerometry
Metabolic Syndrome
Lipids
Blood Pressure
Male
Middle Aged
Exercise
Prevalence
Blood Glucose
Regulatory efficacy of fermented plant extract on the intestinal microflora and lipid profile in mildly hypercholesterolemic individuals.
Journal of food and drug analysis
Dec 3, 2016
In recent years, the use of fermented plant products to protect against various metabolic syndromes has been increasing enormously. The objective of this study was to check the regulatory efficacy of fermented plant extract (FPE) on intestinal microf...
Analytical Method for the Detection of Residual Active Ingredients Found in Neutralized Suspensions of Antimicrobial Products.
Journal of AOAC International
Nov 10, 2016
An analytical method for determining the presence and levels of residual active ingredients found in neutralized suspensions of phenolic and quaternary ammonium salt-based antimicrobial products was developed using solid-phase extraction in combinati...
ANN Prediction of Metabolic Syndrome: a Complex Puzzle that will be Completed.
Journal of medical systems
Oct 11, 2016
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 greatful that MetS diagnosis can be predic...
Risk Assessment for Venous Thromboembolism in Chemotherapy-Treated Ambulatory Cancer Patients.
Medical decision making : an international journal of the Society for Medical Decision Making
Aug 19, 2016
OBJECTIVE: To design a precision medicine approach aimed at exploiting significant patterns in data, in order to produce venous thromboembolism (VTE) risk predictors for cancer outpatients that might be of advantage over the currently recommended mod...
Correlation of compliance to statin therapy with lipid profile and serum HMGCoA reductase levels in dyslipidemic patients.
Indian heart journal
Aug 1, 2016
BACKGROUND: The efficacy of statin therapy may be lost or vary with reduction in compliance and intensity of statin therapy.
Development of a Support Vector Machine-Based System to Predict Whether a Compound Is a Substrate of a Given Drug Transporter Using Its Chemical Structure.
Journal of pharmaceutical sciences
Jun 1, 2016
The aim of this study was to develop an in silico prediction system to assess which of 7 categories of drug transporters (organic anion transporting polypeptide [OATP] 1B1/1B3, multidrug resistance-associated protein [MRP] 2/3/4, organic anion transp...
Multiple Linear Regression and Artificial Neural Network to Predict Blood Glucose in Overweight Patients.
Experimental and clinical endocrinology & diabetes : official journal, German Society of Endocrinology [and] German Diabetes Association
Jan 21, 2016
BACKGROUND: Overweight individuals are at higher risk for developing type II diabetes than the general population. We conducted this study to analyze the correlation between blood glucose and biochemical parameters, and developed a blood glucose pred...
A randomized-controlled clinical trial investigating the effect of omega-3 fatty acids and vitamin E co-supplementation on markers of insulin metabolism and lipid profiles in gestational diabetes.
Journal of clinical lipidology
Dec 29, 2015
BACKGROUND: Limited data are available that evaluated the effects of combined omega-3 fatty acids and vitamin E supplementation on glucose homeostasis parameters and lipid concentrations in gestational diabetes (GDM).
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