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A Comparison between Cure Model and Recursive Partitioning: A Retrospective Cohort Study of Iranian Female with Breast Cancer
المؤلفون المشاركون
Mahjub, Hossein
Faradmal, Javad
Safe, Mozhgan
المصدر
Computational and Mathematical Methods in Medicine
العدد
المجلد 2016، العدد 2016 (31 ديسمبر/كانون الأول 2016)، ص ص. 1-8، 8ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2016-08-28
دولة النشر
مصر
عدد الصفحات
8
التخصصات الرئيسية
الملخص EN
Background.
Breast cancer which is the most common cause of women cancer death has an increasing incidence and mortality rates in Iran.
A proper modeling would correctly detect the factors’ effect on breast cancer, which may be the basis of health care planning.
Therefore, this study aimed to practically develop two recently introduced statistical models in order to compare them as the survival prediction tools for breast cancer patients.
Materials and Methods.
For this retrospective cohort study, the 18-year follow-up information of 539 breast cancer patients was analyzed by “Parametric Mixture Cure Model” and “Model-Based Recursive Partitioning.” Furthermore, a simulation study was carried out to compare the performance of mentioned models for different situations.
Results.
“Model-Based Recursive Partitioning” was able to present a better description of dataset and provided a fine separation of individuals with different risk levels.
Additionally the results of simulation study confirmed the superiority of this recursive partitioning for nonlinear model structures.
Conclusion.
“Model-Based Recursive Partitioning” seems to be a potential instrument for processing complex mixture cure models.
Therefore, applying this model is recommended for long-term survival patients.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Safe, Mozhgan& Faradmal, Javad& Mahjub, Hossein. 2016. A Comparison between Cure Model and Recursive Partitioning: A Retrospective Cohort Study of Iranian Female with Breast Cancer. Computational and Mathematical Methods in Medicine،Vol. 2016, no. 2016, pp.1-8.
https://search.emarefa.net/detail/BIM-1100231
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Safe, Mozhgan…[et al.]. A Comparison between Cure Model and Recursive Partitioning: A Retrospective Cohort Study of Iranian Female with Breast Cancer. Computational and Mathematical Methods in Medicine No. 2016 (2016), pp.1-8.
https://search.emarefa.net/detail/BIM-1100231
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Safe, Mozhgan& Faradmal, Javad& Mahjub, Hossein. A Comparison between Cure Model and Recursive Partitioning: A Retrospective Cohort Study of Iranian Female with Breast Cancer. Computational and Mathematical Methods in Medicine. 2016. Vol. 2016, no. 2016, pp.1-8.
https://search.emarefa.net/detail/BIM-1100231
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1100231
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
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