Early prediction of hemodynamic interventions in the intensive care unit using machine learning

被引:0
|
作者
Asif Rahman
Yale Chang
Junzi Dong
Bryan Conroy
Annamalai Natarajan
Takahiro Kinoshita
Francesco Vicario
Joseph Frassica
Minnan Xu-Wilson
机构
[1] Philips Research North America,Institute for Medical Engineering and Science
[2] Massachusetts Institute of Technology,undefined
来源
Critical Care | / 25卷
关键词
Hemodynamics; Vasoactive therapy; Machine learning; Clinical decision support;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 50 条
  • [41] Prediction of early unplanned intensive care unit readmission in a UK tertiary care hospital: a cross-sectional machine learning approach
    Desautels, Thomas
    Das, Ritankar
    Calvert, Jacob
    Trivedi, Monica
    Summers, Charlotte
    Wales, David J.
    Ercole, Ari
    BMJ OPEN, 2017, 7 (09):
  • [42] Using Explainable Machine Learning to Improve Intensive Care Unit Alarm Systems
    Gonzalez-Novoa, Jose A.
    Busto, Laura
    Rodriguez-Andina, Juan J.
    Farina, Jose
    Segura, Marta
    Gomez, Vanesa
    Vila, Dolores
    Veiga, Cesar
    SENSORS, 2021, 21 (21)
  • [43] Predicting Decompensation Risk in Intensive Care Unit Patients Using Machine Learning
    Aikodon, Nosa
    Ortega-Martorell, Sandra
    Olier, Ivan
    ALGORITHMS, 2024, 17 (01)
  • [44] PREDICTING CARDIAC ARREST IN THE PEDIATRIC INTENSIVE CARE UNIT USING MACHINE LEARNING
    Kenet, Adam
    Pemmaraju, Rahul
    Ghate, Sejal
    Raghunath, Shreeya
    Zhang, Yifan
    Yuan, Mordred
    Wei, Tony
    Desman, Jacob
    Greenstein, Joseph
    Taylor, Casey
    Ruchti, Timothy
    Fackler, Jim
    Bergmann, Jules
    CRITICAL CARE MEDICINE, 2023, 51 (01) : 30 - 30
  • [45] Early Prediction of Hemodynamic Shock in Pediatric Intensive Care Units With Deep Learning on Thermal Videos
    Vats, Vanshika
    Nagori, Aditya
    Singh, Pradeep
    Dutt, Raman
    Bandhey, Harsh
    Wason, Mahika
    Lodha, Rakesh
    Sethi, Tavpritesh
    FRONTIERS IN PHYSIOLOGY, 2022, 13
  • [46] Hemodynamic monitoring in the intensive care unit
    Pinsky, MR
    CLINICS IN CHEST MEDICINE, 2003, 24 (04) : 549 - +
  • [47] Hemodynamic Monitoring in the Intensive Care Unit
    Muller, Joseph C.
    Kennard, Jason W.
    Browne, Jeffrey S.
    Fecher, Alison M.
    Hayward, Thomas Z.
    NUTRITION IN CLINICAL PRACTICE, 2012, 27 (03) : 340 - 351
  • [48] Prediction of acute kidney injury in intensive care unit patients based on interpretable machine learning
    Zhang, Li
    Li, Mingyu
    Wang, Chengcheng
    Zhang, Chi
    Wu, Hong
    DIGITAL HEALTH, 2025, 11
  • [49] Early prognosis prediction for non-variceal upper gastrointestinal bleeding in the intensive care unit: based on interpretable machine learning
    Zhao, Xiaoxu
    Wei, Shuxing
    Pan, Yujie
    Qu, Kunlong
    Yan, Guanghao
    Wang, Xiya
    Song, Yuguo
    EUROPEAN JOURNAL OF MEDICAL RESEARCH, 2024, 29 (01)
  • [50] Prediction of neonatal death in pregnant women in an intensive care unit: Application of machine learning models
    Espinola-Sanchez, Marcos
    Sanca-Valeriano, Silvia
    Campana-Acuna, Andres
    Caballero-Alvarado, Jose
    HELIYON, 2023, 9 (10)