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
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
  • [21] Development and validation of a machine learning-based prediction model for near-term in-hospital mortality among patients with COVID-19
    Parchure, Prathamesh
    Joshi, Himanshu
    Dharmarajan, Kavita
    Freeman, Robert
    Reich, David L.
    Mazumdar, Madhu
    Timsina, Prem
    Kia, Arash
    BMJ SUPPORTIVE & PALLIATIVE CARE, 2022, 12 (E3) : E424 - E431
  • [22] Machine Learning Based Prediction Models for the Percentage Deaths Due to COVID-19
    Jarndal, Anwar
    Husain, Saddam
    Diab, Maha S.
    Shikhli, Amir
    2021 14TH INTERNATIONAL CONFERENCE ON DEVELOPMENTS IN ESYSTEMS ENGINEERING (DESE), 2021, : 418 - 423
  • [23] Machine learning-based risk prediction of outcomes in patients hospitalized with COVID-19 in Australia: the AUS-COVID Score
    Sritharan, Hari P.
    Nguyen, Harrison
    van Gaal, William
    Kritharides, Leonard
    Chow, Clara K.
    Bhindi, Ravinay
    JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION, 2025,
  • [24] Machine Learning-Based Prediction of COVID-19 Prognosis Using Clinical and Hematologic Data
    Kamel, Fatemah O.
    Magadmi, Rania
    Qutub, Sulafah
    Badawi, Maha
    Badawi, Mazen
    Madani, Tariq A.
    Alhothali, Areej
    Abozinadah, Ehab A.
    Bakhshwin, Duaa M.
    Jamal, Maha H.
    Burzangi, Abdulhadi S.
    Bazuhair, Mohammed
    Alqutub, Hussamaldin
    Alqutub, Abdulaziz
    Felemban, Sameera M.
    Al-Sayes, Fatin
    Adam, Soheir
    CUREUS JOURNAL OF MEDICAL SCIENCE, 2023, 15 (12)
  • [25] Identification of hospitalized mortality of patients with COVID-19 by machine learning models based on blood inflammatory cytokines
    Yu, Zhixiang
    Li, Xiayin
    Zhao, Jin
    Sun, Shiren
    FRONTIERS IN PUBLIC HEALTH, 2022, 10
  • [26] Machine learning-based model for prediction of clinical deterioration in hospitalized patients by COVID 19
    Susana Garcia-Gutiérrez
    Cristobal Esteban-Aizpiri
    Iratxe Lafuente
    Irantzu Barrio
    Raul Quiros
    Jose Maria Quintana
    Ane Uranga
    Scientific Reports, 12
  • [27] Machine learning-based prediction of mortality in pediatric trauma patients
    Deleon, Alex
    Murala, Anish
    Decker, Isabelle
    Rajasekaran, Karthik
    Moreira, Alvaro
    FRONTIERS IN PEDIATRICS, 2025, 13
  • [28] Machine learning-based prediction of mortality in pediatric trauma patients
    Deleon, M. P.
    Murula, A.
    Moreira, A.
    AMERICAN JOURNAL OF THE MEDICAL SCIENCES, 2024, 367 : S317 - S317
  • [29] Covid-19 Mortality Risk Prediction Model Using Machine Learning
    Sanchez-Galvez, Alba Maribel
    Sanchez-Galvez, Sully
    Alvarez-Gonzalez, Ricardo
    Rojas-Alarcon, Frida
    COMPUTACION Y SISTEMAS, 2023, 27 (04): : 881 - 888
  • [30] Machine learning-based IoT system for COVID-19 epidemics
    Arowolo, Micheal Olaolu
    Ogundokun, Roseline Oluwaseun
    Misra, Sanjay
    Agboola, Blessing Dorothy
    Gupta, Brij
    COMPUTING, 2023, 105 (04) : 831 - 847