Voici quelques références pertinentes permettant d’aller plus loin dans les concepts mathématiques vus dans cette formation.
- Altrock, P. M., Liu, L. L. & Michor, F. The mathematics of cancer: integrating quantitative models. Nat. Rev. Cancer 15, 730–745 (2015).
- Barbolosi, D., Ciccolini, J., Lacarelle, B., Barlési, F. & André, N. Computational oncology — mathematical modelling of drug regimens for precision medicine. Nat. Rev. Clin. Oncol. 13, 242–254 (2016).
- Le Sauteur-Robitaille, J., Crosley, P., Hitt, M., Jenner, A. L. & Craig, M. Mathematical modeling predicts pathways to successful implementation of combination TRAIL-producing oncolytic virus and PAC-1 to treat granulosa cell tumors of the ovary. Cancer Biol. Ther. 24, 2283926 (2023).
- Craig, M., Gevertz, J. L., Kareva, I. & Wilkie, K. P. A practical guide for the generation of model-based virtual clinical trials. Front. Syst. Biol. 3, (2023).
- Surendran, A. et al. Approaches to Generating Virtual Patient Cohorts with Applications in Oncology. in Personalized Medicine Meets Artificial Intelligence: Beyond “Hype”, Towards the Metaverse (eds. Cesario, A., D’Oria, M., Auffray, C. & Scambia, G.) 97–119 (Springer International Publishing, Cham, 2023). doi:10.1007/978-3-031-32614-1_8.
- Kim, T. H., Shin, S. & Shin, B. S. Model-based drug development: application of modeling and simulation in drug development. J. Pharm. Investig. 48, 431–441 (2018).
- Knapp, B. et al. Ten Simple Rules for a Successful Cross-Disciplinary Collaboration. PLOS Comput. Biol. 11, e1004214 (2015).
- Exponential growth. Eur. J. Cancer 1965 10, 165–168 (1974).
- Murphy, H., Jaafari, H. & Dobrovolny, H. M. Differences in predictions of ODE models of tumor growth: a cautionary example. BMC Cancer 16, 163 (2016).
- Meibohm, B. & Derendorf, H. Basic concepts of pharmacokinetic / pharmacodynamic (PK/PD) modeling. Int. J. Clin. Pharmacol. Ther. 35, 401–13 (1997).
- Gabrielsson, J. & Weiner, D. Non-compartmental Analysis. in Computational Toxicology: Volume I (eds. Reisfeld, B. & Mayeno, A. N.) 377–389 (Humana Press, Totowa, NJ, 2012). doi:10.1007/978-1-62703-050-2_16.
- Goutelle, S. et al. The Hill equation: a review of its capabilities in pharmacological modelling. Fundam. Clin. Pharmacol. 22, 633–648 (2008).
- Gesztelyi, R. et al. The Hill equation and the origin of quantitative pharmacology. Arch. Hist. Exact Sci. 66, 427–438 (2012).
- Réseau Santé Numérique. https://rsn.quebec/fr/accueil/.