MAN VS. MACHINE: COMPARISON OF A MACHINE LEARNING ALGORITHM TO CLINICIAN INTUITION FOR PREDICTING INTENSIVE CARE UNIT READMISSION

Rojas Juan C.; Lyons Patrick G.; Kilaru Megha; Carey Kyle A.; Venable Laura R.; Picart Jamila; Mccauley Leslie; Arora Vineet; Edelson Dana P.; Churpek Matthew M.

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MAN VS. MACHINE: COMPARISON OF A MACHINE LEARNING ALGORITHM TO CLINICIAN INTUITION FOR PREDICTING INTENSIVE CARE UNIT READMISSION

机译：男人与机器：计算机学习算法对预测重症监护室入伍的临床医生直觉的比较

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来源
《Journal of investigative medicine》 |2019年第5期|共1页
作者
Rojas Juan C.; Lyons Patrick G.; Kilaru Megha; Carey Kyle A.; Venable Laura R.; Picart Jamila; Mccauley Leslie; Arora Vineet; Edelson Dana P.; Churpek Matthew M.;
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作者单位

Univ Chicago Chicago IL 60637 USA;

Washington Univ St Louis MO 63110 USA;

Univ Chicago Chicago IL 60637 USA;

Univ Chicago Chicago IL 60637 USA;

Univ Chicago Chicago IL 60637 USA;

Univ Chicago Chicago IL 60637 USA;

Univ Chicago Chicago IL 60637 USA;

Univ Chicago Chicago IL 60637 USA;

Univ Chicago Chicago IL 60637 USA;

Univ Chicago Chicago IL 60637 USA;

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原文格式 PDF
正文语种 eng
中图分类诊断学;
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专利

1. MAN VS. MACHINE: COMPARISON OF A MACHINE LEARNING ALGORITHM TO CLINICIAN INTUITION FOR PREDICTING INTENSIVE CARE UNIT READMISSION [J] . Rojas Juan C., Lyons Patrick G., Kilaru Megha, Journal of investigative medicine . 2019,第5期

机译：男人与机器：计算机学习算法对预测重症监护室入伍的临床医生直觉的比较
2. Reducing patient mortality, length of stay and readmissions through machine learning-based sepsis prediction in the emergency department, intensive care unit and hospital floor units [J] . Andrea McCoy, Ritankar Das BMJ Open Quality . 2017,第2期

机译：在急诊科，重症监护室和医院病房通过基于机器学习的败血症预测来降低患者死亡率，住院时间和再入院率
3. Prediction of early unplanned intensive care unit readmission in a UK tertiary care hospital: a cross-sectional machine learning approach [J] . Jacob Calvert, Monica Trivedi, Ritankar Das, BMJ Open . 2017,第9期

机译：英国三级护理医院的计划外重症监护病房早期重新入院的预测：一种横断面机器学习方法
4. Predicting Length of Stay for Cardiovascular Hospitalizations in the Intensive Care Unit: Machine Learning Approach [C] . Belal Alsinglawi, Fady Alnajjar, Omar Mubin, Annual International Conference of the IEEE Engineering in Medicine and Biology Society . 2020

机译：预测重症监护病房心血管住院的时间：机器学习方法
5. Prediction of Fluid-Responsiveness in Patients at Intensive Care Unit Using Machine Learning Modeling [D] . Radaei, Fatemeh. 2021

机译：采用机器学习建模预测重症监护室患者患者的流体响应性
6. Predicting Intensive Care Unit Readmission with Machine Learning Using Electronic Health Record Data [O] . Juan C. Rojas, Kyle A. Carey, Dana P. Edelson, -1

机译：使用电子病历数据通过机器学习预测重症监护病房再入院
7. Predicting Intensive Care Unit Readmission with Machine Learning Using Electronic Health Record Data [O] . Juan C. Rojas, Kyle A. Carey, Dana P. Edelson, 2018

机译：使用电子健康记录数据预测机器学习重症监护室休息

MAN VS. MACHINE: COMPARISON OF A MACHINE LEARNING ALGORITHM TO CLINICIAN INTUITION FOR PREDICTING INTENSIVE CARE UNIT READMISSION

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