Selected article for: "high risk and risk analysis"
Author: Jit Sarkar; Partha Chakrabarti
Title: A Machine Learning Model Reveals Older Age and Delayed Hospitalization as Predictors of Mortality in Patients with COVID-19
  • Document date: 2020_3_30
    • ID: 0agldesf_12
    Snippet: Though 48% of the non-survivors had a co-morbid disease, in multivariate analyses, independent associations of in-hospital death were found to be present with older age, high Sequential Organ Failure Assessment (SOFA) score and elevated d-dimer levels (6) . Another study has also identified older patients as a high risk group for mortality (7) . In agreement with previously published studies, our analysis also identified Age to be the most import.....
    Document: Though 48% of the non-survivors had a co-morbid disease, in multivariate analyses, independent associations of in-hospital death were found to be present with older age, high Sequential Organ Failure Assessment (SOFA) score and elevated d-dimer levels (6) . Another study has also identified older patients as a high risk group for mortality (7) . In agreement with previously published studies, our analysis also identified Age to be the most important risk factor for mortality among COVID-19 patients. However, the role of delayed hospitalisation following the development of symptoms as another significant risk factor for mortality among COVID-19 patients (after Age) is being reported for the first time. The inadequacy of healthcare resources has already been reported to associate with increased mortality among COVID-19 patients (8) .

    Search related documents:
    Co phrase search for related documents
    • Age identify and time report: 1
    • Age patient and risk group: 1, 2, 3, 4, 5, 6, 7, 8, 9
    • Age patient and SOFA score: 1, 2, 3, 4, 5, 6, 7
    • Age patient and time report: 1, 2, 3, 4
    • co morbid disease and SOFA score: 1
    • co morbid disease and time report: 1
    • hospital death and risk group: 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25
    • hospital death and SOFA score: 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17
    • hospital death and time report: 1, 2
    • increase mortality and risk group: 1, 2, 3, 4, 5, 6, 7, 8, 9, 10
    • increase mortality and SOFA score: 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13
    • increase mortality and time report: 1
    • independent association and risk group: 1, 2, 3, 4, 5
    • independent association and SOFA score: 1, 2
    • multivariate analysis and risk group: 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25
    • multivariate analysis and SOFA score: 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25
    • multivariate analysis and symptom development: 1, 2
    • multivariate analysis and time report: 1, 2, 3
    • non survivor and risk group: 1, 2, 3