Machine learning for risk prediction of in-hospital mortality in adult cardiac surgery

被引:0
|
作者
Myslivecek, L. [1 ]
Benedetto, U. B. [2 ]
机构
[1] Wye Valley NHS Trust, Hereford, England
[2] Bristol Heart Inst, Bristol, Avon, England
关键词
D O I
暂无
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
引用
收藏
页码:2668 / 2668
页数:1
相关论文
共 50 条
  • [41] Using Machine Learning to Develop and Validate an In-Hospital Mortality Prediction Model for Patients with Suspected Sepsis
    Chao, Hsiao-Yun
    Wu, Chin-Chieh
    Singh, Avichandra
    Shedd, Andrew
    Wolfshohl, Jon
    Chou, Eric H.
    Huang, Yhu-Chering
    Chen, Kuan-Fu
    BIOMEDICINES, 2022, 10 (04)
  • [42] Machine learning for prediction of in-hospital mortality in lung cancer patients admitted to intensive care unit
    Huang, Tianzhi
    Le, Dejin
    Yuan, Lili
    Xu, Shoujia
    Peng, Xiulan
    PLOS ONE, 2023, 18 (01):
  • [43] Prediction of in-hospital mortality with machine learning for COVID-19 patients treated with steroid and remdesivir
    Kuno, Toshiki
    Sahashi, Yuki
    Kawahito, Shinpei
    Takahashi, Mai
    Iwagami, Masao
    Egorova, Natalia N.
    JOURNAL OF MEDICAL VIROLOGY, 2022, 94 (03) : 958 - 964
  • [44] Machine learning for the prediction of in-hospital mortality in patients with spontaneous intracerebral hemorrhage in intensive care unit
    Mao, Baojie
    Ling, Lichao
    Pan, Yuhang
    Zhang, Rui
    Zheng, Wanning
    Shen, Yanfei
    Lu, Wei
    Lu, Yuning
    Xu, Shanhu
    Wu, Jiong
    Wang, Ming
    Wan, Shu
    SCIENTIFIC REPORTS, 2024, 14 (01):
  • [45] Primary causes of in-Hospital Mortality in Pediatric Cardiac Surgery Population
    Waqar, Tariq
    Ansari, Muhammad Zubair Ahmad
    PAKISTAN JOURNAL OF MEDICAL & HEALTH SCIENCES, 2021, 15 (06): : 1452 - 1455
  • [46] TIMING AND CHARACTERIZATION OF POST-CARDIAC SURGERY IN-HOSPITAL MORTALITY
    Mazzeffi, Michael
    Halkos, Michael
    Zivot, Joel
    CRITICAL CARE MEDICINE, 2012, 40 (12) : U196 - U197
  • [47] Prediction Model of In-Hospital Mortality After Hip Fracture Surgery
    Endo, Atsushi
    Baer, Heather J.
    Nagao, Masashi
    Weaver, Michael J.
    JOURNAL OF ORTHOPAEDIC TRAUMA, 2018, 32 (01) : 34 - 38
  • [48] The Prediction Of Pulseless Electrical Activity Evolution During In-hospital Cardiac Arrest Using Machine Learning
    Urteaga, Jon
    Aramendi, Elisabete
    Elola, Andoni
    Norvik, Anders
    Unneland, Eirik
    Bhardwaj, Abhishek
    Buckler, David
    Abella, Benjamin
    Skogvoll, Eirik
    CIRCULATION, 2022, 146
  • [49] Prediction of In-Hospital Cardiac Arrest in the Intensive CareUnit: Machine Learning-Based Multimodal Approach
    Lee, Hsin-Ying
    Kuo, Po-Chih
    Qian, Frank
    Li, Chien-Hung
    Hu, Jiun-Ruey
    Hsu, Wan-Ting
    Jhou, Hong-Jie
    Chen, Po-Huang
    Lee, Cho-Hao
    Su, Chin-Hua
    Liao, Po-Chun
    Wu, I-Ju
    Lee, Chien-Chang
    JMIR MEDICAL INFORMATICS, 2024, 12
  • [50] Explainable Machine Learning-Based Risk Prediction Model for In-Hospital Mortality after Continuous Renal Replacement Therapy Initiation
    Hung, Pei-Shan
    Lin, Pei-Ru
    Hsu, Hsin-Hui
    Huang, Yi-Chen
    Wu, Shin-Hwar
    Kor, Chew-Teng
    DIAGNOSTICS, 2022, 12 (06)