Machine learning-based mortality prediction models for smoker COVID-19 patients

被引：0
|
作者：
Ali Sharifi-Kia
Azin Nahvijou
Abbas Sheikhtaheri
机构：
[1] Iran University of Medical Sciences,Department of Health Information Management, School of Health Management and Information Sciences
[2] Tehran University of Medical Sciences,Cancer Research Center, Cancer Institute of Iran
来源：
BMC Medical Informatics and Decision Making | / 23卷
关键词：
Prediction model; Coronavirus Disease 2019; Mortality; Smoking; Machine learning; Data mining;
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
  • [1] Machine learning-based mortality prediction models for smoker COVID-19 patients
    Sharifi-Kia, Ali
    Nahvijou, Azin
    Sheikhtaheri, Abbas
    BMC MEDICAL INFORMATICS AND DECISION MAKING, 2023, 23 (01)
  • [2] Supervised Machine Learning-Based Prediction of COVID-19
    Atta-ur-Rahman
    Sultan, Kiran
    Naseer, Iftikhar
    Majeed, Rizwan
    Musleh, Dhiaa
    Gollapalli, Mohammed Abdul Salam
    Chabani, Sghaier
    Ibrahim, Nehad
    Siddiqui, Shahan Yamin
    Khan, Muhammad Adnan
    CMC-COMPUTERS MATERIALS & CONTINUA, 2021, 69 (01): : 21 - 34
  • [3] Machine learning-based prediction of COVID-19 mortality using immunological and metabolic biomarkers
    Thomas Wetere Tulu
    Tsz Kin Wan
    Ching Long Chan
    Chun Hei Wu
    Peter Yat Ming Woo
    Cee Zhung Steven Tseng
    Asmir Vodencarevic
    Cristina Menni
    Kei Hang Katie Chan
    BMC Digital Health, 1 (1):
  • [4] Machine learning-based prediction of COVID-19 diagnosis based on symptoms
    Zoabi, Yazeed
    Deri-Rozov, Shira
    Shomron, Noam
    NPJ DIGITAL MEDICINE, 2021, 4 (01)
  • [5] Machine learning-based prediction of COVID-19 diagnosis based on symptoms
    Yazeed Zoabi
    Shira Deri-Rozov
    Noam Shomron
    npj Digital Medicine, 4
  • [6] Correction: Machine learning-based prediction of COVID-19 mortality using immunological and metabolic biomarkers
    Thomas Wetere Tulu
    Tsz Kin Wan
    Ching Long Chan
    Chun Hei Wu
    Peter Yat Ming Woo
    Cee Zhung Steven Tseng
    Asmir Vodencarevic
    Cristina Menni
    Kei Hang Katie Chan
    BMC Digital Health, 1 (1):
  • [7] Machine learning based prediction models for the prognosis of COVID-19 patients with DKA
    Xiang, Zhongyuan
    Hu, Jingyi
    Bu, Shengfang
    Ding, Jin
    Chen, Xi
    Li, Ziyang
    SCIENTIFIC REPORTS, 2025, 15 (01):
  • [8] Early Mortality Risk Prediction in Covid-19 Patients Using an Ensemble of Machine Learning Models
    Walia, Harsh
    Jeevaraj, S.
    2021 INTERNATIONAL CONFERENCE ON COMPUTATIONAL PERFORMANCE EVALUATION (COMPE-2021), 2021, : 965 - 970
  • [9] Electrocardiogram-based mortality prediction in patients with COVID-19 using machine learning
    R. R. van de Leur
    H. Bleijendaal
    K. Taha
    T. Mast
    J. M. I. H. Gho
    M. Linschoten
    B. van Rees
    M. T. H. M. Henkens
    S. Heymans
    N. Sturkenboom
    R. A. Tio
    J. A. Offerhaus
    W. L. Bor
    M. Maarse
    H. E. Haerkens-Arends
    M. Z. H. Kolk
    A. C. J. van der Lingen
    J. J. Selder
    E. E. Wierda
    P. F. M. M. van Bergen
    M. M. Winter
    A. H. Zwinderman
    P. A. Doevendans
    P. van der Harst
    Y. M. Pinto
    F. W. Asselbergs
    R. van Es
    F. V. Y. Tjong
    Netherlands Heart Journal, 2022, 30 : 312 - 318
  • [10] Electrocardiogram-based mortality prediction in patients with COVID-19 using machine learning
    van de Leur, R. R.
    Bleijendaal, H.
    Taha, K.
    Mast, T.
    Gho, J. M. I. H.
    Linschoten, M.
    van Rees, B.
    Henkens, M. T. H. M.
    Heymans, S.
    Sturkenboom, N.
    Tio, R. A.
    Offerhaus, J. A.
    Bor, W. L.
    Maarse, M.
    Haerkens-Arends, H. E.
    Kolk, M. Z. H.
    van der Lingen, A. C. J.
    Selder, J. J.
    Wierda, E. E.
    van Bergen, P. F. M. M.
    Winter, M. M.
    Zwinderman, A. H.
    Doevendans, P. A.
    van der Harst, P.
    Pinto, Y. M.
    Asselbergs, F. W.
    van Es, R.
    Tjong, F. V. Y.
    NETHERLANDS HEART JOURNAL, 2022, 30 (06) : 312 - 318
12345