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survival analysis of patients with brain stroke in the presence of competing risks: a weibull parametric model
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نویسنده
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norouzi solmaz ,fallah ramazan ,pourdarvish ahmad ,shamshirgaran morteza ,farzipoor farshid ,asghari jafarabadi mohammad
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منبع
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journal of biostatistics and epidemiology - 2021 - دوره : 7 - شماره : 3 - صفحه:235 -243
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چکیده
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Introduction: this study aimed to assess the association between the survival of patients and outcomes in brain stroke (bs) in the presence of competing risks utilizing a weibull parametric model. methods: in this longitudinal study, 332 patients with bs were attended from imam khomeini hospital in ardabil, iran. the stroke was diagnosed according to the medical history, current symptoms, and brain imaging during june 2008 and 2018. the survival of the patients, as the primary outcome, was modeled utilizing the best-chosen weibull model in the presence of competing risks, including stroke and other factors (heart disease, blood pressure, etc.). results: older age at diagnosis (59-68 years: hazard ratio [hr]=2.27; 90% confidence interval [ci]: 1.65 to 3.12; 69-75 years: hr=4.79; 95% ci: 3.56 to 6.44; ≥76 years: hr, 4.92; 95% ci: 3.55 to 6.80), being a male (hr, 1.39; 95% ci: 1.11 to 1.75), being unemployed (hr, 1.44; 95% ci: 1.39 to 1.82), having heart disease (hr, 1.68; 95% ci: 1.38 to 2.06), and hemorrhagic stroke (hr, 2.21; 95% ci: 1.378to 2.75) were directly related to death from bs. older age at diagnosis (59-68 years: hr, 18.01; 90% ci, 5.33 to 64.92; 75-69 years: hr, 18.56; 95% ci: 6.97 to 86.57; ≥76 years: hr, 28.90; 95% ci: 15.77 to 218.49), and urban residence (hr, 0.46; 90% ci, 0.28 to 0.77) were directly related to death from other causes. conclusion: the recognition of the influential factors on the mortality of bs patients can allow increasing their survival.
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کلیدواژه
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stroke; risk factors; survival analysis; competing risk; weibull model
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آدرس
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zanjan university of medical sciences, school of medicine, department of statistics and epidemiology, iran, zanjan university of medical sciences, school of medicine, department of statistics and epidemiology, iran, university of mazandaran, department of statistics, iran, tabriz university of neyshabur, school of health sciences, department of statistics and epidemiology, iran, tabriz university of medical sciences, school of health, department of health education and promotion, iran, zanjan university of medical sciences, school of medicine, department of statistics and epidemiology, iran. tabriz university of medical sciences, center for the development of interdisciplinary research in islamic sciences, and health sciences, iran
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پست الکترونیکی
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m.asghari862@gmail.com
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Authors
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