Resources
Please find below numerous resources for those interested in mathematical modeling and cancer biology (from the perspective of a modeler). You may also want to look at the open source software page.
Tutorials
Dundee Summer School 2010
Here is a series of 4 talks I gave ranging from basic biology for mathematical modelers, agent model formulation and analysis, patient-specific calibration, and numerical method with simulation results.
Many of these results are in press; I try to indicate the relevant papers and book chapters where possible. As I continue to update my website, I will include better links to the publishers' websites.
- Lecture 1: Basic biology for modelers There is an expanded version available in this book chapter.
- Lecture 2: An agent-based cell model, with analysis and application to breast cancer (DCIS). This is currently published in this book chapter, this book chapter, this book chapter, and this journal article.
- Lecture 3: Parameter estimation and patient-specific calibration. This is currently published in this book chapter, this book chapter, this book chapter, and this journal article.
- Lecture 4: Numerical method and simulation results. This is currently published in this book chapter, this book chapter, this book chapter, and this journal article.
Biology and Pathology for Modelers
Here are a few primers that may be helpful for new modelers and students.