Predicting 30-Day Readmissions in Patients With Heart Failure Using Administrative Data: A Machine Learning Approach
Author:
Funder
Mitacs
Publisher
Elsevier BV
Subject
Cardiology and Cardiovascular Medicine
Reference72 articles.
1. 2017 Comprehensive Update of the Canadian Cardiovascular Society Guidelines for the Management of Heart Failure;Ezekowitz;Canadian J Cardiol,2017
2. Rehospitalizations among patients in the Medicare fee-for-service program;Jencks;N Engl J Med,2009
3. AHS report on performance FY 2017-18,2018
4. All-cause readmission to acute care and return to the emergency department,2012
5. Avoidable readmission in Hong Kong-system, clinician, patient or social factor?;Yam;BMC Health Serv Res,2010
Cited by 20 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. SHAP based predictive modeling for 1 year all-cause readmission risk in elderly heart failure patients: feature selection and model interpretation;Scientific Reports;2024-07-31
2. Designing and Evaluating Explanations for a Predictive Health Dashboard: A User-Centred Case Study;Extended Abstracts of the CHI Conference on Human Factors in Computing Systems;2024-05-11
3. Machine learning in heart failure diagnosis, prediction, and prognosis: review;Annals of Medicine & Surgery;2024-05-06
4. Predictive analytics for cardiovascular patient readmission and mortality: An explainable approach;Computers in Biology and Medicine;2024-05
5. Predictive Modeling for Hospital Readmissions for Patients With Heart Disease: An Updated Review From 2012–2023;IEEE Journal of Biomedical and Health Informatics;2024-04
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