The prediction power of machine learning on estimating the sepsis mortality in the intensive care unit
Author:
Publisher
Elsevier BV
Subject
Health Informatics
Reference49 articles.
1. An interpretable machine learning model for accurate prediction of sepsis in the ICU;Nemati;Crit Care Med,2018
2. Apache II: a severity of disease classification system;Knaus;Crit Care Med,1985
3. A new Simplified Acute Physiology Score (SAPS II) based on a European/North American multicenter study;Le Gall;JAMA, J Am Med Assoc,1993
4. The SOFA (Sepsis-related Organ Failure Assessment) score to describe organ dysfunction/failure;Vincent;Intensive Care Med,1996
5. Mortality prediction in the ICU: can we do better? Results from the Super ICU Learner Algorithm (SICULA) project, a population- based study;Pirracchio;Lancet Respir Med,2015
Cited by 8 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. Machine learning for predicting mortality in adult critically ill patients with Sepsis: A systematic review;Journal of Critical Care;2024-12
2. Machine learning-based prognostic model for 30-day mortality prediction in Sepsis-3;BMC Medical Informatics and Decision Making;2024-09-09
3. Adaptive weighted stacking model with optimal weights selection for mortality risk prediction in sepsis patients;Applied Intelligence;2024-09-03
4. Identifying prognostic factors for survival in intensive care unit patients with SIRS or sepsis by machine learning analysis on electronic health records;PLOS Digital Health;2024-03-15
5. Machine learning for the prediction of sepsis-related death: a systematic review and meta-analysis;BMC Medical Informatics and Decision Making;2023-12-11
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