A Machine Learning Approach to Sepsis Prediction in non-Intensive Care Unit Patients

被引:0
|
作者
Michelson, A. [1 ]
Yu, S. [2 ]
Gupta, A. [2 ]
Lai, A. M. [2 ]
Kollef, M. H. [1 ]
Payne, P. R. O. [2 ]
机构
[1] Washington Univ, Pulm, St Louis, MO USA
[2] Washington Univ, Inst Informat, St Louis, MO USA
基金
美国国家卫生研究院;
关键词
D O I
暂无
中图分类号
R4 [临床医学];
学科分类号
1002 ; 100602 ;
摘要
A7159
引用
下载
收藏
页数:2
相关论文
共 50 条
  • [1] Prediction of sepsis for the intensive care unit patients with stream mining and machine learning
    Akyuz, Melike
    Dogan, Yunus
    Kocyigit, Atakan
    Miran, Ayse Pinar
    PAMUKKALE UNIVERSITY JOURNAL OF ENGINEERING SCIENCES-PAMUKKALE UNIVERSITESI MUHENDISLIK BILIMLERI DERGISI, 2024, 30 (03): : 354 - 365
  • [2] Machine Learning for Early Prediction of Sepsis in Intensive Care Unit (ICU) Patients
    Alanazi, Abdullah
    Aldakhil, Lujain
    Aldhoayan, Mohammed
    Aldosari, Bakheet
    MEDICINA-LITHUANIA, 2023, 59 (07):
  • [3] Time-series Machine Learning Approach to Sepsis Prediction in the Intensive Care Unit
    Sears, I.
    Levy, M. M.
    Ventetuolo, C. E.
    Eickhoff, C.
    Abbasi, A.
    AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 2023, 207
  • [4] OPTIMIZED PREDICTIVE MONITORING OF NON-INTENSIVE CARE UNIT PATIENTS AT RISK FOR SEPSIS
    Moore, Christopher
    Ainsworth, John
    Wang, Yuanbo
    Barnes, Laura
    CRITICAL CARE MEDICINE, 2016, 44 (12)
  • [5] Evaluation of Non-intensive Care Unit-Acquired Sepsis and Septic Shock Patients in Intensive Care Unit Outcomes
    Sipahioglu, Hilal
    Onuk, Sevda
    Dirik, Hasan
    Bulut, Kadir
    Sungur, Murat
    Gundogan, Kursat
    ERCIYES MEDICAL JOURNAL, 2022, 44 (02) : 161 - 166
  • [6] Prediction of mortality among neonates with sepsis in the neonatal intensive care unit: A machine learning approach
    Iqbal, Faiza
    Chandra, Prashant
    Khan, Aakif Ashar
    Lewis, Leslie Edward S.
    Acharya, Dinesh
    Vandana, K. E.
    Jayashree, P.
    Shenoy, Padmaja A.
    CLINICAL EPIDEMIOLOGY AND GLOBAL HEALTH, 2023, 24
  • [7] Prediction of Sepsis in the Intensive Care Unit With Minimal Electronic Health Record Data: A Machine Learning Approach
    Desautels, Thomas
    Calvert, Jacob
    Hoffman, Jana
    Jay, Melissa
    Kerem, Yaniv
    Shieh, Lisa
    Shimabukuro, David
    Chettipally, Uli
    Feldman, Mitchell D.
    Barton, Chris
    Wales, David J.
    Das, Ritankar
    JMIR MEDICAL INFORMATICS, 2016, 4 (03) : 67 - 81
  • [8] Infectious complications associated with parenteral nutrition in intensive care unit and non-intensive care unit patients
    Comerlato, Pedro Henrique
    Stefani, Joel
    Viana, Marina Vercoza
    Viana, Luciana Vercoza
    BRAZILIAN JOURNAL OF INFECTIOUS DISEASES, 2020, 24 (02): : 137 - 143
  • [9] A Comparative Machine Learning Modelling Approach for Patients' Mortality Prediction in Hospital Intensive Care Unit
    Aldraimli, Mahmoud
    Nazyrova, Nodira
    Djumanov, Abdumalik
    Sobirov, Ikboljon
    Chaussalet, Thierry J.
    CONTEMPORARY METHODS IN BIOINFORMATICS AND BIOMEDICINE AND THEIR APPLICATIONS, 2022, 374 : 16 - 31
  • [10] Machine learning for the prediction of delirium in elderly intensive care unit patients
    Ma, Rui
    Zhao, Jin
    Wen, Ziying
    Qin, Yunlong
    Yu, Zixian
    Yuan, Jinguo
    Zhang, Yumeng
    Wang, Anjing
    Li, Cui
    Li, Huan
    Chen, Yang
    Han, Fengxia
    Zhao, Yueru
    Sun, Shiren
    Ning, Xiaoxuan
    EUROPEAN GERIATRIC MEDICINE, 2024, : 1393 - 1403