Polygenic risk scores outperform machine learning methods in predicting coronary artery disease status-Reference-Cited by-同舟云学术

登录注册会员服务联系我们

Polygenic risk scores outperform machine learning methods in predicting coronary artery disease status

Published:2020-01-10 Issue:2 Volume:44 Page:125-138
ISSN:0741-0395
Container-title:Genetic Epidemiology
language:en
Short-container-title:Genet. Epidemiol.

Author:

Gola Damian¹^ORCID,Erdmann Jeannette²,Müller‐Myhsok Bertram³,Schunkert Heribert⁴,König Inke R.¹^ORCID

Affiliation:

1. Institut für Medizinische Biometrie und StatistikUniversität zu Lübeck Lübeck Germany

2. Institute for CardiogeneticsUniversität zu Lübeck Lübeck Germany

3. Department of Translational Research in PsychiatryMax Planck Institute of PsychiatryMunich Germany

4. Deutsches Herzzentrum MünchenTechnische Universität MünchenMünchen Germany

Funder

Deutsche Forschungsgemeinschaft

Bundesministerium für Bildung und Forschung

Publisher

Wiley

Subject

Genetics(clinical),Epidemiology

Link

https://onlinelibrary.wiley.com/doi/pdf/10.1002/gepi.22279

Reference46 articles.

1. Genomic prediction of coronary heart disease

2. Novel multiple sclerosis susceptibility loci implicated in epigenetic regulation

3. Assessment of the clinical utility of adding common single nucleotide polymorphism genetic scores to classical risk factor algorithms in coronary heart disease risk prediction in UK men

4. mlr: Machine learning in R;Bischl B.;Journal of Machine Learning Research,2016

5. Resampling Methods for Meta-Model Validation with Recommendations for Evolutionary Computation

Cited by 33 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Cardiac Repair and Regeneration via Advanced Technology (Preprint);2024-08-13

2. Temporal Relationship-Aware Treadmill Exercise Test Analysis Network for Coronary Artery Disease Diagnosis;Sensors;2024-04-24

3. Transforming the cardiometabolic disease landscape: Multimodal AI-powered approaches in prevention and management;Cell Metabolism;2024-04

4. Deep Learning captures the effect of epistasis in multifactorial diseases;2024-03-22

5. Enhancing Coronary Heart Disease Risk Assessment with Machine Learning;2023 International Conference on Artificial Intelligence for Innovations in Healthcare Industries (ICAIIHI);2023-12-29

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号京ICP备18003416号-3