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Browsing Applied Mathematics by Subject "mathematical oncology"
Now showing items 1-3 of 3
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Applications of Deep Learning to Differential Equation Models in Oncology
(University of Waterloo, 2023-07-25)The integration of quantitative tools in biology and medicine has led to many groundbreaking advances in recent history, with many more promising discoveries on the horizon. Conventional mathematical models, particularly ... -
Machine Learning Techniques and Stochastic Modeling in Mathematical Oncology
(University of Waterloo, 2022-07-18)The cancer stem cell hypothesis claims that tumor growth and progression are driven by a (typically) small niche of the total cancer cell population called cancer stem cells (CSCs). These CSCs can go through symmetric ... -
Mathematical models for angiogenic, metabolic and apoptotic processes in tumours
(University of Waterloo, 2014-08-15)This doctoral thesis outlines a body of research within the field of mathematical oncology that focusses on the inclusion of microenvironmental factors in mathematical models for solid tumour behaviour. These models primarily ...