The Dynamic Model for Cancer Relapse Based on Two-Stage Model of Carcinogenesis |
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Authors: | Lie-Jane Kao Li-Shya Chen |
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Affiliation: | 1. Department of Risk Management , Kai-Nan University , Taoyuan , Taiwan ljkao@mail.knu.edu.tw;3. Department of Statistics , National Cheng-Chi University , Taipei , Taiwan |
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Abstract: | ![]() In this article, the time from the start of chemotherapy randomization until cancer relapse is of primary interest. Here, cancer relapse refers to the appearance of the first observable malignant clone after therapy. A dynamic model for cancer relapse after chemotherapy is developed. The model differs from the traditional cure rate models in that it takes into consideration the growth kinetics of malignant tumors using a two-stage carcinogenesis model. The survival and hazard functions for cancer relapse time are derived, and a simulation study is performed to validate the underlying model. |
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Keywords: | Cancer relapse Chemotherapy randomization Cure rate Observable malignant clone Poisson cluster process Two-stage carcinogenesis model |
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