Comparison of the Framingham Risk Score and Deep Neural Network-Based Coronary Heart Disease Risk Prediction

2019 ◽  
pp. 273-280
Author(s):  
Tsatsral Amarbayasgalan ◽  
Pham Van Huy ◽  
Keun Ho Ryu
Keyword(s):  
Neural Network ◽  
Coronary Heart Disease ◽  
Heart Disease ◽  
Risk Prediction ◽  
Risk Score ◽  
Coronary Heart Disease Risk ◽  
Deep Neural Network ◽  
Disease Risk ◽  
Framingham Risk ◽  
Heart Disease Risk

Effect of soluble-viscous dietary fibre on coronary heart disease risk score across 3 population health categories: data from randomized, double-blind, placebo-controlled trials

2020 ◽  
Vol 45 (7) ◽  
pp. 801-804
Author(s):  
Vladimir Vuksan ◽  
John L. Sievenpiper ◽  
Elena Jovanovski ◽  
Alexandra L. Jenkins ◽  
Allison Komishon ◽  
...  
Keyword(s):  
Metabolic Syndrome ◽  
Coronary Heart Disease ◽  
Heart Disease ◽  
Risk Score ◽  
Coronary Heart Disease Risk ◽  
Disease Risk ◽  
Blood Cholesterol ◽  
Double Blind ◽  
Framingham Risk ◽  
Heart Disease Risk

We applied the Framingham risk equation in healthy, metabolic syndrome, and diabetes populations, following treatment with viscous fibre from konjac-based blend (KBB). KBB yielded reduction in estimated risk score by 16% (1.04 ± 0.03 vs. 0.87 ± 0.04, p < 0.01) in type 2 diabetes, 24% (1.08 ± 0.01 vs. 0.82 ± 0.02, p < 0.01) in metabolic syndrome, and 25% (1.09 ± 0.05 vs. 0.82 ± 0.06, p < 0.01) in healthy individuals. Drivers for decreased risk were improvements in blood cholesterol and systolic blood pressure. The composite coronary heart disease risk across populations was reduced 22% (p < 0.01). Novelty Viscous fibre from konjac-xanthan reduced 10-year relative coronary heart disease using Framingham Risk Score across the glycemic status spectrum.

scholarly journals Short Communication: Coronary Heart Disease Risk by Framingham Risk Score in Hepatitis C and HIV/Hepatitis C-Coinfected Persons

2015 ◽  
Vol 31 (7) ◽  
pp. 718-722 ◽  
Author(s):  
Kara W. Chew ◽  
Debika Bhattacharya ◽  
Kathleen A. McGinnis ◽  
Tamara B. Horwich ◽  
Chi-hong Tseng ◽  
...  
Keyword(s):  
Coronary Heart Disease ◽  
Heart Disease ◽  
Hepatitis C ◽  
Risk Score ◽  
Coronary Heart Disease Risk ◽  
Framingham Risk Score ◽  
Short Communication ◽  
Disease Risk ◽  
Framingham Risk ◽  
Heart Disease Risk

scholarly journals Factors Related to Coronary Heart Disease Risk Among Men: Validation of the Framingham Risk Score

2014 ◽  
Vol 11 ◽  
Author(s):  
Jennifer Gander ◽  
Xuemei Sui ◽  
Linda J Hazlett ◽  
Bo Cai ◽  
James R. Hébert ◽  
...  
Keyword(s):  
Coronary Heart Disease ◽  
Heart Disease ◽  
Risk Score ◽  
Coronary Heart Disease Risk ◽  
Framingham Risk Score ◽  
Disease Risk ◽  
Framingham Risk ◽  
Heart Disease Risk

Carotid atherosclerosis and vascular age in the assessment of coronary heart disease risk beyond the Framingham Risk Score

2008 ◽  
Vol 196 (2) ◽  
pp. 803-809 ◽  
Author(s):  
Mireia Junyent ◽  
Daniel Zambón ◽  
Rosa Gilabert ◽  
Isabel Núñez ◽  
Montserrat Cofán ◽  
...  
Keyword(s):  
Coronary Heart Disease ◽  
Heart Disease ◽  
Risk Score ◽  
Coronary Heart Disease Risk ◽  
Framingham Risk Score ◽  
Carotid Atherosclerosis ◽  
Disease Risk ◽  
Framingham Risk ◽  
Vascular Age ◽  
Heart Disease Risk

scholarly journals Development of Appropriate Coronary Heart Disease Risk Prediction Models in HIV-Infected Patients

Circulation ◽  
2008 ◽  
Vol 118 (2) ◽  
Author(s):  
Morris Schambelan ◽  
Peter W.F. Wilson ◽  
Kevin E. Yarasheski ◽  
W. Todd Cade ◽  
Victor G. Dávila-Román ◽  
...  
Keyword(s):  
Coronary Heart Disease ◽  
Heart Disease ◽  
Risk Prediction ◽  
Coronary Heart Disease Risk ◽  
Prediction Models ◽  
Disease Risk ◽  
Risk Prediction Models ◽  
Heart Disease Risk

097-S: Regression Dilution in Coronary Heart Disease Risk Prediction

2005 ◽  
Vol 161 (Supplement_1) ◽  
pp. S25-S25
Author(s):  
N Paynter ◽  
C Crainiceanu ◽  
A R Sharrett ◽  
L Chambless ◽  
J Coresh
Keyword(s):  
Coronary Heart Disease ◽  
Heart Disease ◽  
Risk Prediction ◽  
Coronary Heart Disease Risk ◽  
Disease Risk ◽  
Heart Disease Risk

scholarly journals Correction: Clinical Utility of a Coronary Heart Disease Risk Prediction Gene Score in UK Healthy Middle Aged Men and in the Pakistani Population

PLoS ONE ◽  
2015 ◽  
Vol 10 (9) ◽  
pp. e0139651 ◽  
Author(s):  
Katherine E. Beaney ◽  
Jackie A. Cooper ◽  
Saleem Ullah Shahid ◽  
Waqas Ahmed ◽  
Raheel Qamar ◽  
...  
Keyword(s):  
Coronary Heart Disease ◽  
Heart Disease ◽  
Risk Prediction ◽  
Coronary Heart Disease Risk ◽  
Clinical Utility ◽  
Disease Risk ◽  
Middle Aged ◽  
Gene Score ◽  
Pakistani Population ◽  
Heart Disease Risk
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