• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利：CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法，用中文像聊天一样搜索，搜遍4000万医学文献。AI智能推荐，让科研检索更轻松。

立即免费搜索

文件翻译

保留排版，准确专业，支持PDF/Word/PPT等文件格式，支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述，25分钟生成高质量综述，智能提取关键信息，辅助科研写作。

立即免费体验

Triage nurse prediction as a covariate in a machine learning prediction algorithm for hospital admission from the emergency department.

作者信息

Afnan Michael Anis Mihdi, Ali Fatima, Worthington Helena, Netke Tejas, Singh Parminder, Kajamuhan Changavy

机构信息

Department of Medicine, Imperial College London, United Kingdom.

Department of Medicine, Imperial College London, United Kingdom.

出版信息

Int J Med Inform. 2021 Sep;153:104528. doi: 10.1016/j.ijmedinf.2021.104528. Epub 2021 Jul 17.

DOI:10.1016/j.ijmedinf.2021.104528
PMID:34305002
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC8285221/
Abstract
摘要

相似文献

1
Triage nurse prediction as a covariate in a machine learning prediction algorithm for hospital admission from the emergency department.在用于急诊科住院预测的机器学习预测算法中，将分诊护士的预测作为一个协变量。
Int J Med Inform. 2021 Sep;153:104528. doi: 10.1016/j.ijmedinf.2021.104528. Epub 2021 Jul 17.
2
Machine learning for developing a prediction model of hospital admission of emergency department patients: Hype or hope?用于开发急诊科患者住院预测模型的机器学习：炒作还是希望？
Int J Med Inform. 2021 Aug;152:104496. doi: 10.1016/j.ijmedinf.2021.104496. Epub 2021 May 15.
3
Ability of triage nurses to predict, at the time of triage, the eventual disposition of patients attending the emergency department (ED): a systematic literature review and meta-analysis.分诊护士在分诊时预测急诊科就诊患者最终去向的能力：系统文献回顾和荟萃分析。
Emerg Med J. 2021 Sep;38(9):694-700. doi: 10.1136/emermed-2019-208910. Epub 2020 Jun 19.
4
Machine Learning-Based Prediction of Clinical Outcomes for Children During Emergency Department Triage.基于机器学习的急诊科分诊中儿童临床结局预测。
JAMA Netw Open. 2019 Jan 4;2(1):e186937. doi: 10.1001/jamanetworkopen.2018.6937.
5
Emergency department triage prediction of clinical outcomes using machine learning models.运用机器学习模型对急诊科患者临床结局进行分诊预测。
Crit Care. 2019 Feb 22;23(1):64. doi: 10.1186/s13054-019-2351-7.
6
Using emergency department triage for machine learning-based admission and mortality prediction.利用急诊分诊进行基于机器学习的入院和死亡率预测。
Eur J Emerg Med. 2023 Dec 1;30(6):408-416. doi: 10.1097/MEJ.0000000000001068. Epub 2023 Aug 14.
7
Machine learning methods applied to triage in emergency services: A systematic review.机器学习方法在急救服务分诊中的应用：系统评价。
Int Emerg Nurs. 2022 Jan;60:101109. doi: 10.1016/j.ienj.2021.101109. Epub 2021 Dec 22.
8
Reducing Crowding in Emergency Departments With Early Prediction of Hospital Admission of Adult Patients Using Biomarkers Collected at Triage: Retrospective Cohort Study.利用分诊时收集的生物标志物对成年患者入院进行早期预测以减少急诊科拥挤情况：回顾性队列研究
JMIR Bioinform Biotechnol. 2022 Sep 13;3(1):e38845. doi: 10.2196/38845.
9
Triage nurse prediction of hospital admission.分诊护士对住院情况的预测。
J Emerg Nurs. 2012 May;38(3):306-10. doi: 10.1016/j.jen.2011.10.003. Epub 2012 Mar 29.
10
Predicting adult neuroscience intensive care unit admission from emergency department triage using a retrospective, tabular-free text machine learning approach.使用回顾性、无表格文本机器学习方法预测急诊科分诊后的成人神经科学重症监护病房收治。
Sci Rep. 2021 Jan 14;11(1):1381. doi: 10.1038/s41598-021-80985-3.

本文引用的文献

1
Stop Explaining Black Box Machine Learning Models for High Stakes Decisions and Use Interpretable Models Instead.停止为高风险决策解释黑箱机器学习模型，转而使用可解释模型。
Nat Mach Intell. 2019 May;1(5):206-215. doi: 10.1038/s42256-019-0048-x. Epub 2019 May 13.
2
Machine learning for developing a prediction model of hospital admission of emergency department patients: Hype or hope?用于开发急诊科患者住院预测模型的机器学习：炒作还是希望？
Int J Med Inform. 2021 Aug;152:104496. doi: 10.1016/j.ijmedinf.2021.104496. Epub 2021 May 15.
3
Diagnostic Accuracy and Failure Mode Analysis of a Deep Learning Algorithm for the Detection of Intracranial Hemorrhage.深度学习算法检测颅内出血的诊断准确性和失效模式分析。
J Am Coll Radiol. 2021 Aug;18(8):1143-1152. doi: 10.1016/j.jacr.2021.03.005. Epub 2021 Apr 3.
4
Racial Bias in Pulse Oximetry Measurement.脉搏血氧饱和度测量中的种族偏见。
N Engl J Med. 2020 Dec 17;383(25):2477-2478. doi: 10.1056/NEJMc2029240.
5
Ability of triage nurses to predict, at the time of triage, the eventual disposition of patients attending the emergency department (ED): a systematic literature review and meta-analysis.分诊护士在分诊时预测急诊科就诊患者最终去向的能力：系统文献回顾和荟萃分析。
Emerg Med J. 2021 Sep;38(9):694-700. doi: 10.1136/emermed-2019-208910. Epub 2020 Jun 19.
6
Independent determinants of prolonged emergency department length of stay in a tertiary care centre: a prospective cohort study.独立决定因素对三级护理中心急诊停留时间延长的影响：一项前瞻性队列研究。
Scand J Trauma Resusc Emerg Med. 2018 Sep 20;26(1):81. doi: 10.1186/s13049-018-0547-5.