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Journal of Research in Health Sciences، جلد ۱۲، شماره ۲، صفحات ۱۲۷-۰
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| عنوان فارسی |
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| چکیده فارسی مقاله |
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| کلیدواژه‌های فارسی مقاله |
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| عنوان انگلیسی |
Survival Analysis of Breast Cancer Patients using Cox and Frailty Models |
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| چکیده انگلیسی مقاله |
Background: Cox proportional hazard (CPH) model is the most widely used model for survival analysis. When there are unobserved/unmeasured individuals factor, then the results of the Cox proportional hazard model may not be reliable. The purpose of this study was to compare the results of CPH and frailty models in breast cancer (BC) patients. Methods: A historical cohort study was carried out using medical records gathered from the Fars Province Cancer Registry. The dataset consisted of 769 women having BC referred to Shiraz Namazi Hospital, south of Iran. These patients had been followed for 6 years. After selecting the most important prognostic risk factors on survival, CPH and gamma-frailty Cox models were used to estimate the effects of the risk factors. Results: The results of CPH model showed that, tumor characteristics and number of involved lymph nodes increase the mortality hazard of BC( P < 0.05). In addition, the frailty model showed that there is at least a latent factor in the model ( P = 0.005). Conclusion: Both of the frailty and CPH model emphasis that the early detection of BC improves survival in BC patients. |
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| کلیدواژه‌های انگلیسی مقاله |
Breast neoplasm,Cox model,Frailty |
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| نویسندگان مقاله |
جواد فردمال | javad faradmal
عاطفه طالبی | atefeh talebi
عباس رضاییان زاده | abbas rezaianzadeh
حسین محجوب | hossein mahjub
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| نشانی اینترنتی |
http://journals.umsha.ac.ir/index.php/JRHS/article/view/711 |
| فایل مقاله |
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| کد مقاله (doi) |
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| زبان مقاله منتشر شده |
en |
| موضوعات مقاله منتشر شده |
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| نوع مقاله منتشر شده |
Original Articles |
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