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

被引:0
|
作者
Rojas, Juan C. [1 ]
Lyons, Patrick G. [2 ]
Kilaru, Megha [1 ]
Carey, Kyle A. [1 ]
Venable, Laura R. [1 ]
Picart, Jamila [1 ]
Mccauley, Leslie [1 ]
Arora, Vineet [1 ]
Edelson, Dana P. [1 ]
Churpek, Matthew M. [1 ]
机构
[1] Univ Chicago, Chicago, IL 60637 USA
[2] Washington Univ, St Louis, MO 63110 USA
关键词
D O I
10.1136/jim-2019-midwestern2019.103
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
A09
引用
收藏
页码:929 / 929
页数:1
相关论文
共 50 条
  • [41] A Machine Learning-Based Algorithm for the Prediction of Intensive Care Unit Delirium (PRIDE): Retrospective Study
    Hur, Sujeong
    Ko, Ryoung-Eun
    Yoo, Junsang
    Ha, Juhyung
    Cha, Won Chul
    Chung, Chi Ryang
    JMIR MEDICAL INFORMATICS, 2021, 9 (07)
  • [42] Machine Learning Algorithm Predicts Mortality Risk in Intensive Care Unit for Patients with Traumatic Brain Injury
    Tu, Kuan-Chi
    Tau, Eric Nyam Tee
    Chen, Nai-Ching
    Chang, Ming-Chuan
    Yu, Tzu-Chieh
    Wang, Che-Chuan
    Liu, Chung-Feng
    Kuo, Ching-Lung
    DIAGNOSTICS, 2023, 13 (18)
  • [43] Predicting Intensive Care Unit Admission in COVID-19-Infected Pregnant Women Using Machine Learning
    Mukhamediya, Azamat
    Arupzhanov, Iliyar
    Zollanvari, Amin
    Zhumambayeva, Saule
    Nadyrov, Kamalzhan
    Khamidullina, Zaituna
    Tazhibayeva, Karina
    Myrzabekova, Aigul
    Jaxalykova, Kulyash K.
    Terzic, Milan
    Bapayeva, Gauri
    Kulbayeva, Saltanat
    Abuova, Gulzhan Narkenovna
    Erezhepov, Baktigali Aubayevich
    Sarbalina, Asselzhan
    Sipenova, Aigerim
    Mukhtarova, Kymbat
    Ghahramany, Ghazal
    Sarria-Santamera, Antonio
    JOURNAL OF CLINICAL MEDICINE, 2024, 13 (24)
  • [44] Interpretable machine learning models for predicting 90-day death in patients in the intensive care unit with epilepsy
    She, Yingfang
    Zhou, Liemin
    Li, Yide
    SEIZURE-EUROPEAN JOURNAL OF EPILEPSY, 2024, 114 : 23 - 32
  • [45] Interpretable machine learning models for predicting in-hospital death in patients in the intensive care unit with cerebral infarction
    Ouyang, Yang
    Cheng, Meng
    He, Bingqing
    Zhang, Fengjuan
    Ouyang, Wen
    Zhao, Jianwu
    Qu, Yang
    COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2023, 231
  • [46] MACHINE LEARNING FOR PREDICTING HEMODYNAMIC DETERIORATION OF PATIENTS WITH INTERMEDIATE-RISK PULMONARY EMBOLISM IN INTENSIVE CARE UNIT
    Xu, Jiatang
    Hu, Zhensheng
    Miao, Jianhang
    Cao, Lin
    Tian, Zhenluan
    Yao, Chen
    Kai, Huang
    SHOCK, 2024, 61 (01): : 68 - 75
  • [47] Deep Learning Vs. Machine Learning in Predicting the Future Trend of Stock Market Prices
    Ghasemieh, Alireza
    Kashef, Rasha
    2021 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC), 2021, : 3429 - 3435
  • [48] Explainable Machine-Learning Model for Prediction of In-Hospital Mortality in Septic Patients Requiring Intensive Care Unit Readmission
    Chang Hu
    Lu Li
    Yiming Li
    Fengyun Wang
    Bo Hu
    Zhiyong Peng
    Infectious Diseases and Therapy, 2022, 11 : 1695 - 1713
  • [49] Explainable Machine-Learning Model for Prediction of In-Hospital Mortality in Septic Patients Requiring Intensive Care Unit Readmission
    Hu, Chang
    Li, Lu
    Li, Yiming
    Wang, Fengyun
    Hu, Bo
    Peng, Zhiyong
    INFECTIOUS DISEASES AND THERAPY, 2022, 11 (04) : 1695 - 1713
  • [50] Point of Care Prediction of Maternal Admission to the Intensive Care Unit Using Machine Learning
    Ganguli, Reetam
    Gupta, Megha
    Anderson, Katie
    Wagner, Stephen M.
    AMERICAN JOURNAL OF OBSTETRICS AND GYNECOLOGY, 2023, 228 (01) : S216 - S216