Detection of independent associations in a large epidemiologic dataset: a comparison of random forests, boosted regression trees, conventional and penalized logistic regression for identifying independent factors associated with H1N1pdm influenza infections
Author:
Publisher
Springer Science and Business Media LLC
Subject
Health Informatics,Epidemiology
Link
http://link.springer.com/content/pdf/10.1186/1471-2288-14-99.pdf
Reference47 articles.
1. Trelles O, Prins P, Snir M, Jansen RC: Big data, but are we ready?. Nat Rev Genet. 2011, 12: 224-
2. Fontana JM, Alexander E, Salvatore M: Translational research in infectious disease: current paradigms and challenges ahead. Transl Res. 2012, 159: 430-453. 10.1016/j.trsl.2011.12.009.
3. Shah NH, Tenenbaum JD: The coming age of data-driven medicine: translational bioinformatics’ next frontier. J Am Med Informatics Assoc. 2012, 19: e2-e4. 10.1136/amiajnl-2012-000969.
4. Bougnères P, Valleron A-J: Causes of early-onset type 1 diabetes: toward data-driven environmental approaches. J Exp Med. 2008, 205: 2953-2957. 10.1084/jem.20082622.
5. Choi H, Pavelka N: When one and one gives more than two: challenges and opportunities of integrative omics. Front Genet. 2011, 2: 105-
Cited by 30 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. Predicting inhabitable areas for locust based on field observation and multi-environmental factors in alpine grassland—A case study in the Qilian Mountain National Park, China;Frontiers in Ecology and Evolution;2023-03-09
2. Factors associated with macrosomia among singleton live-birth: A comparison between logistic regression, random forest and artificial neural network methods;Epidemiology, Biostatistics, and Public Health;2022-04-01
3. Investigation on the Effect of Household Income and Demographic Factors on Healthcare Cost in Perak;Springer Proceedings in Physics;2022
4. Scraping Unstructured Data to Explore the Relationship between Rainfall Anomalies and Vector-Borne Disease Outbreaks;2021 IEEE International Conference on Big Data (Big Data);2021-12-15
5. Work Task Association with Lead Urine and Blood Concentrations in Informal Electronic Waste Recyclers in Thailand and Chile;International Journal of Environmental Research and Public Health;2021-10-09
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