کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
4961719 1446515 2016 10 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Agent-based Simulation Patient Model for Colon and Colorectal Cancer Care Trajectory
ترجمه فارسی عنوان
مدل بیمار شبیه سازی مبتنی بر عامل برای مسیر مراقبت از سرطان کولون و کولورکتال
کلمات کلیدی
شبیه سازی مبتنی بر عامل، مدل تکامل سرطان، بیمار مجازی .،
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر علوم کامپیوتر (عمومی)
چکیده انگلیسی

Colon and Colorectal cancer are a diagnosis of particular concern for older Canadians. They are the second cancer in terms of rate of incidence and mortality among Canadians after lung cancer. Treatment of colon and colorectal cancer requires a complex decision-making process of treatment. These treatments may involve surgery and either pre- or post-operative radiation or chemotherapy, which can have a great impact on the quality of life of patients due to the rigorous requirements of treatment and the inconvenient side effects. This paper is the first developmental step of an agent-based simulation platform aiming at simulating colon and colorectal cancer patient care trajectories in a hospital. In this study, we describe a virtual patient agent, which includes a cancer evolution model, capable of replicating cancer behavior in response to treatment. Simulation results show promising interpolation results with respect to chemotherapy dosage and radiotherapy dosage. However, the model ability to interpolate different administration protocols is still limited, and therefore require calibration for each protocol.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Procedia Computer Science - Volume 100, 2016, Pages 188-197
نویسندگان
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