PREDICTING UNPLANNED TRAUMA ICU ADMISSIONS USING INTERPRETABLE MACHINE LEARNING

被引:0
|
作者
Zander, Tyler
Grimsley, Emily
Kendall, Melissa
Parikh, Rajavi
Kuo, Paul
机构
来源
SHOCK | 2024年 / 62卷 / 01期
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
4076569
引用
下载
收藏
页码:21 / 22
页数:2
相关论文
共 50 条
  • [41] Interpretable Machine Learning Approach to Predicting Electric Vehicle Buying Decisions
    Naseri, Hamed
    Waygood, E. O. D.
    Wang, Bobin
    Patterson, Zachary
    TRANSPORTATION RESEARCH RECORD, 2023, 2677 (12) : 704 - 717
  • [42] An Interpretable Machine Learning Approach for Predicting Hospital Length of Stay and Readmission
    Liu, Yuxi
    Qin, Shaowen
    ADVANCED DATA MINING AND APPLICATIONS, ADMA 2021, PT I, 2022, 13087 : 73 - 85
  • [43] StratoMod: predicting sequencing and variant calling errors with interpretable machine learning
    Nathan Dwarshuis
    Peter Tonner
    Nathan D. Olson
    Fritz J. Sedlazeck
    Justin Wagner
    Justin M. Zook
    Communications Biology, 7 (1)
  • [44] Interpretable machine learning for predicting sepsis risk in emergency triage patients
    Zheng Liu
    Wenqi Shu
    Teng Li
    Xuan Zhang
    Wei Chong
    Scientific Reports, 15 (1)
  • [45] Interpretable Machine Learning Model for Early Prediction of Mortality in ICU Patients with Rhabdomyolysis
    Liu, Chao
    Liu, Xiaoli
    Mao, Zhi
    Hu, Pan
    LI, Xiaoming
    Hu, Jie
    Hong, Quan
    Geng, Xiaodong
    Chi, Kun
    Zhou, Feihu
    Cai, Guangyan
    Chen, Xiangmei
    Sun, Xuefeng
    MEDICINE & SCIENCE IN SPORTS & EXERCISE, 2021, 53 (09) : 1826 - 1834
  • [46] Predicting and interpreting digital platform survival: An interpretable machine learning approach
    Zhu, Xinyu
    Zhang, Qiang
    Ma, Baojun
    ELECTRONIC COMMERCE RESEARCH AND APPLICATIONS, 2024, 67
  • [47] Interpretable machine learning scheme for predicting bridge pier scour depth
    Kim, Taeyoon
    Shahriar, Azmayeen R.
    Lee, Woo-Dong
    Gabr, Mohammed A.
    COMPUTERS AND GEOTECHNICS, 2024, 170
  • [48] Interpretable machine learning for predicting evaporation from Awash reservoirs, Ethiopia
    Kidist Demessie Eshetu
    Tena Alamirew
    Tekalegn Ayele Woldesenbet
    Earth Science Informatics, 2023, 16 (4) : 3209 - 3226
  • [49] Interpretable machine learning for predicting evaporation from Awash reservoirs, Ethiopia
    Eshetu, Kidist Demessie
    Alamirew, Tena
    Woldesenbet, Tekalegn Ayele
    EARTH SCIENCE INFORMATICS, 2023, 16 (04) : 3209 - 3226
  • [50] Risk Prediction Model using Fuzzy Regression Method for predicting unplanned hospital admissions
    Rathi, Manisha
    Chaussalet, Thierry
    2013 7TH ANNUAL IEEE INTERNATIONAL SYSTEMS CONFERENCE (SYSCON 2013), 2013, : 595 - 598