Unless stated otherwise, section numbers refer to the following text:
Hoppensteadt, Peskin. Modeling and simulation in medicine and the life sciences, Springer, 2nd edition

Week 1: Introduction. The heart and circulation: 1.1-1.5
Week 2: Circulation. External control and autoregulation. 1.6-1.9
Week 3: Circulation. Dynamics of the pulse. Simulations. 1.11-1.13
Week 4,5: Intro to qualitative analysis of dynamical systems. Supplementary material. Roughly based on the following book excerpts: 1, 2, 3, 4
Week 6: SIR-model of a spread of infection. Pancreatic beta-cells. Supplementary material can be found here
Week 7: Pancreatic beta-cells, continued
Week 8: HIV modeling. Supplementary material is here
Week 9: Review and Midterm.
Week 10: Probability, Markov chains, random genetic drift. 8.2.1, Appendix B from the end of p. 345

Week 11: Sickle cell anemia model (8.1.1); Binomial distribution, Spread of infection within a family (9.1),

Week 12: Poisson process, exponential and poisson distributions. Supplementary material from F. Adler's book "Modeling the dynamics of life" is here and here