Importance of medical data preprocessing in predictive modeling and risk factor discovery for the frailty syndrome
Author:
Funder
Horizon 2020 Framework Programme
Publisher
Springer Science and Business Media LLC
Subject
Health Informatics,Health Policy,Computer Science Applications
Link
http://link.springer.com/content/pdf/10.1186/s12911-019-0747-6.pdf
Reference54 articles.
1. Economic Policy Committee and others. The 2009 Ageing Report: economic and budgetary projections for the EU-27 Member States (2008-2060). European Economy. 2009; 2. https://doi.org/10.2765/80301 .
2. Murray CJ, Vos T, Lozano R, Naghavi M, Flaxman AD, Michaud C, Ezzati M, Shibuya K, Salomon JA, Abdalla S, et al.Disability-adjusted life years (dalys) for 291 diseases and injuries in 21 regions, 1990–2010: a systematic analysis for the global burden of disease study 2010. Lancet. 2013; 380(9859):2197–223.
3. Kleinberger T, Becker M, Ras E, Holzinger A, Müller P. Ambient intelligence in assisted living: Enable elderly people to handle future interfaces. 2007:103–112. https://doi.org/10.1007/978-3-540-73281-5_11 .
4. Bellazzi R, Zupan B. Predictive data mining in clinical medicine: Current issues and guidelines. Int J Med Inform. 2008; 77(2):81–97. https://doi.org/10.1016/j.ijmedinf.2006.11.006 .
5. Fried LP, Tangen CM, Walston J, Newman AB, Hirsch C, Gottdiener J, Seeman T, Tracy R, Kop WJ, Burke G, McBurnie MA. Frailty in older adults: Evidence for a phenotype. J Gerontol A Biol Sci Med Sci. 2001; 56(3):146–57. https://doi.org/10.1093/gerona/56.3.m146 .
Cited by 54 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. Promoting fairness in activity recognition algorithms for patient’s monitoring and evaluation systems in healthcare;Computers in Biology and Medicine;2024-09
2. A novel multi-view contrastive learning for herb recommendation;Applied Intelligence;2024-08-21
3. Sentiment-based predictive models for online purchases in the era of marketing 5.0: a systematic review;Journal of Big Data;2024-08-05
4. Development and validation of a risk scoring tool for predicting incident reversible cognitive frailty among community‐dwelling older adults: A prospective cohort study;Geriatrics & Gerontology International;2024-07-24
5. Class imbalance in multi-resident activity recognition: an evaluative study on explainability of deep learning approaches;Universal Access in the Information Society;2024-06-13
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