Predicting Intensive Care Unit Readmission with Machine Learning Using Electronic Health Record Data
Author:
Affiliation:
1. Department of Medicine and
2. The Center for Healthcare Delivery Science and Innovation, University of Chicago, Chicago, Illinois; and
3. Google Research, Mountain View, California
Publisher
American Thoracic Society
Subject
Pulmonary and Respiratory Medicine
Link
https://www.atsjournals.org/doi/pdf/10.1513/AnnalsATS.201710-787OC
Reference42 articles.
1. Intensive care unit readmissions in U.S. hospitals
2. Patients Readmitted to ICUs
3. Bed rationing and allocation in the intensive care unit
4. The Stability and Workload Index for Transfer score predicts unplanned intensive care unit patient readmission: Initial development and validation*
5. A case-control study of patients readmitted to the intensive care unit
Cited by 120 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 whether patients in an acute medical unit are physiologically fit-for-discharge using machine learning: A proof-of-concept;International Journal of Medical Informatics;2024-11
2. A Clinician’s Guide to Understanding Bias in Critical Clinical Prediction Models;Critical Care Clinics;2024-10
3. A Common Longitudinal Intensive Care Unit data Format (CLIF) to enable multi-institutional federated critical illness research;2024-09-04
4. Artificial intelligence in acute care: A systematic review, conceptual synthesis, and research agenda;Technological Forecasting and Social Change;2024-09
5. Utility of Machine Learning, Natural Language Processing, and Artificial Intelligence in Predicting Hospital Readmissions After Orthopaedic Surgery;JBJS Reviews;2024-08
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