Coronary Artery Disease, Diet, and StatisticsTo the Editor:— Due to the paucity of qualified consultants, many investigators have not had the help which they should have had in the planning and analysis of medical studies according to basic statistical principles. Intuitive designs and evaluations ...
This condition isinheritedin an autosomal dominant pattern. This means that anyone who inherits even one copy of the altered gene will develop the disease. The gene also is not on the X or Y chromosome.2Each child of a parent who has CADASIL has a 50% chance of inheriting the altered g...
(including stroke, brain health, complications of pregnancy, kidney disease, congenital heart disease, rhythm disorders, sudden cardiac arrest, subclinical atherosclerosis, coronary heart disease, cardiomyopathy, heart failure, valvular disease, venous thromboembolism, and peripheral artery disease) and the ...
circulatory disease conditions (including stroke, congenital heart disease, rhythm disorders, subclinical atherosclerosis, coronary heart disease, heart failure, valvular disease, venous disease, and peripheral artery disease) and the associated outcomes (including quality of care, procedures, and economic ...
Up to 13% of middle-aged men in the general population have coronary artery disease, many without symptoms. Consequently, 40%–60% of patients who suffer myocardial infarction or die suddenly present without prodromi (Gould 1988).This is a preview of subscription content, log in via an ...
Four panels show the model-tuning results for A height, B monocyte count, C coronary artery disease, and D high blood pressure. Y-axis: average predictive {R}^{2} across 4-fold replications from PUMAS; X-axis: predictive {R}^{2} evaluated by external validation on the holdout dataset...
Table 3 The predicted AUC values for C+T, LDpred, and LDpred2 with different parameters in the simulation experiment based on the UKBB data Full size table Real data applications We applied PRStuning to GWAS summary statistics from four diseases, including coronary artery disease (CAD), type 2...
P. et al. Association analyses based on false discovery rate implicate new loci for coronary artery disease. Nat. Genet. 49, 1385–1391 (2017). Article CAS PubMed Google Scholar Chatterjee, N., Shi, J. & García-Closas, M. Developing and evaluating polygenic risk prediction models for ...
coronary artery diseasecoronary computed tomographyepicardial fatThrough real-world datasets, this book shows the reader how to work with material in biostatistics using the open source software R. These include tools that are critical to dealing with missing data, which is a pressing scientific issue...
37.Argumentative Comparative Analysis of Machine Learning on Coronary Artery Disease 机译:冠状动脉疾病机器学习的争论性比较分析 作者:Keshab R. Dahal;Yadu Gautam 期刊名称:《Open Journal of Statistics》 | 2020年第4期 关键词: Machine LearningClassification Model ComparisonCoronary Artery DiseaseData Mini...