A PHYSIOLOGY-DRIVEN MACHINE LEARNING MODEL FOR TRAUMATIC BRAIN INJURY OUTCOME

被引:0
|
作者
Kim, Hanbiehn [1 ]
Stevens, Robert [2 ]
机构
[1] Johns Hopkins Univ, Baltimore, MD USA
[2] Johns Hopkins Univ, Sch Med, Baltimore, MD USA
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
1298
引用
收藏
页码:655 / 655
页数:1
相关论文
共 50 条
  • [1] A Physiology-Driven Machine Learning Model for Traumatic Brain Injury Outcome Prediction Using a Large Multi-Center Database
    Kim, Han
    Stevens, Robert D.
    ANESTHESIA AND ANALGESIA, 2021, 132 (5S_SUPPL): : 335 - 336
  • [2] A Physiology-Driven Machine Learning Model for Post-Cardiac Arrest Outcome Prediction Using a Large Multi-Center Database
    Stevens, Robert D.
    Kim, Han
    ANESTHESIA AND ANALGESIA, 2020, 130 : 261 - 261
  • [3] Traumatic brain injury: physiology, mechanisms, and outcome
    Nortje, J
    Menon, DK
    CURRENT OPINION IN NEUROLOGY, 2004, 17 (06) : 711 - 718
  • [4] Physiology-driven cybersickness detection in virtual reality: a machine learning and explainable AI approach
    Sameri, Javad
    Coenegracht, Hendrick
    Van Damme, Sam
    De Turck, Filip
    Torres Vega, Maria
    VIRTUAL REALITY, 2024, 28 (04)
  • [5] Predicting Outcome of Traumatic Brain Injury: Is Machine Learning the Best Way?
    Bruschetta, Roberta
    Tartarisco, Gennaro
    Lucca, Lucia Francesca
    Leto, Elio
    Ursino, Maria
    Tonin, Paolo
    Pioggia, Giovanni
    Cerasa, Antonio
    BIOMEDICINES, 2022, 10 (03)
  • [6] Application of machine learning to predict the outcome of pediatric traumatic brain injury
    Thara Tunthanathip
    Thakul Oearsakul
    中华创伤杂志英文版, 2021, 24 (06) : 350 - 355
  • [7] Application of machine learning to predict the outcome of pediatric traumatic brain injury
    Tunthanathip, Thara
    Oearsakul, Thakul
    CHINESE JOURNAL OF TRAUMATOLOGY, 2021, 24 (06) : 350 - 355
  • [8] Traumatic Brain Injury Rehabilitation Outcome Prediction Using Machine Learning Methods
    Balaji, Nitin Nikamanth Appiah
    Beaulieu, Cynthia L.
    Bogner, Jennifer
    Ning, Xia
    ARCHIVES OF REHABILITATION RESEARCH AND CLINICAL TRANSLATION, 2023, 5 (04)
  • [9] Refining outcome prediction after traumatic brain injury with machine learning algorithms
    Bark, D.
    Boman, M.
    Depreitere, B.
    Wright, D. W.
    Lewen, A.
    Enblad, P.
    Hanell, A.
    Rostami, E.
    SCIENTIFIC REPORTS, 2024, 14 (01)
  • [10] A machine learning model for predicting favorable outcome in severe traumatic brain injury patients after 6 months
    Nourelahi, Mehdi
    Dadboud, Fardad
    Khalili, Hosseinali
    Niakan, Amin
    Parsaei, Hossein
    ACUTE AND CRITICAL CARE, 2022, 37 (01) : 45 - 52