Computational Phenotype Discovery Using Unsupervised Feature Learning over Noisy, Sparse, and Irregular Clinical Data
Author:
Publisher
Public Library of Science (PLoS)
Subject
Multidisciplinary
Reference63 articles.
1. Asthma phenotypes: the evolution from clinical to molecular approaches;SE Wenzel;Nat Med,2012
2. The heart failure spectrum: time for a phenotype-oriented approach;GW De Keulenaer;Circulation,2009
3. De Keulenaer GW, Brutsaert DL (2011) Systolic and diastolic heart failure are overlapping phenotypes within the heart failure spectrum. Circulation 123: 1996{2004; discussion 2005.
4. Development of inpatient risk stratification models of acute kidney injury for use in electronic health records;ME Matheny;Med Decis Making,2010
5. Deep learning of representations for unsupervised and transfer learning;Y Bengio;JMLR Workshop and Conference Proceedings,2012
Cited by 199 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. A data-driven approach to decode metabolic dysfunction-associated steatotic liver disease;Annals of Hepatology;2024-03
2. Multimorbidity impacts cardiovascular disease risk following percutaneous coronary intervention: latent class analysis of the Melbourne Interventional Group (MIG) registry;BMC Cardiovascular Disorders;2024-01-23
3. A methodology of phenotyping ICU patients from EHR data: High-fidelity, personalized, and interpretable phenotypes estimation;Journal of Biomedical Informatics;2023-12
4. BIR: Biomedical Information Retrieval System for Cancer Treatment in Electronic Health Record Using Transformers;Sensors;2023-11-23
5. Clinical Phenotyping with an Outcomes-driven Mixture of Experts for Patient Matching and Risk Estimation;ACM Transactions on Computing for Healthcare;2023-10-13
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