Mathematical Oncology Courses and Certifications

Fields Institute

Combining Machine Learning and Modeling Approaches to Forecasting Disease Progression

Explore innovative forecasting techniques for disease progression by integrating machine learning with modeling approaches in this cutting-edge presentation.

• YouTube
• 36 minutes
• On-Demand
• Free Video

Fields Institute

Genetic Composition of Supercritical Branching Populations Under Power Law Mutation Rate

Explore genetic composition in supercritical branching populations, focusing on power law mutation rates and their implications for evolutionary dynamics.

• YouTube
• 46 minutes
• On-Demand
• Free Video

Fields Institute

The Site Frequency Spectrum in Growing Cancer Cell Populations

Explore the site frequency spectrum's role in growing cancer cell populations, focusing on mathematical oncology and evolutionary dynamics.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Video

Fields Institute

Computational Modeling of Blood Cancer Evolution and Patient Prognosis

Explore computational models for blood cancer evolution and prognosis prediction, focusing on innovative approaches in mathematical oncology.

• YouTube
• 47 minutes
• On-Demand
• Free Video

Fields Institute

Ecological Niches for the Development of Drug-Induced Resistance

Explore ecological niches in drug-induced resistance development, focusing on mathematical oncology and cancer evolution concepts.

• YouTube
• 26 minutes
• On-Demand
• Free Video

Fields Institute

Estimating Clonal Dynamics Using Coalescent Theory and Branching Processes

Explore clonal dynamics estimation through coalescent theory and branching processes in cancer evolution research.

• YouTube
• 39 minutes
• On-Demand
• Free Video

Fields Institute

Mutation Accumulation in Healthy Tissues

Explore mutation accumulation in healthy tissues and its implications for cancer development through cutting-edge research and evolutionary perspectives.

• YouTube
• 39 minutes
• On-Demand
• Free Video

Fields Institute

Decoding Evolutionary Information from Cancer Trees

Uncover evolutionary insights from cancer phylogenies, exploring methods to extract and interpret genetic data for improved understanding of tumor progression.

• YouTube
• 41 minutes
• On-Demand
• Free Video

Fields Institute

Mathematical Population Genetics of Bacteria: Evolutionary Dynamics on Multicopy Plasmids

Explore evolutionary dynamics on multicopy plasmids in bacterial populations through mathematical modeling, focusing on genetic adaptation and population genetics principles.

• YouTube
• 40 minutes
• On-Demand
• Free Video

Fields Institute

Defining Selection in Somatic Evolution by Modeling Tumor-Stromal Interactions

Explore tumor-stromal interactions and somatic evolution through mathematical modeling to understand cancer progression and treatment resistance.

• YouTube
• 35 minutes
• On-Demand
• Free Video

Fields Institute

A Mathematical Model of Evolution of Drug-Induced Resistance

Explore a mathematical model examining drug-induced resistance evolution, focusing on its implications for cancer treatment and ecological dynamics.

• YouTube
• 55 minutes
• On-Demand
• Free Video

Fields Institute

Personalized Cancer Care through Digital Twin Technology: Integrating Patient-Specific Data with Quantitative Systems Pharmacology

Explore digital twin technology for personalized cancer care, integrating patient data with quantitative systems pharmacology for improved treatment outcomes.

• YouTube
• 45 minutes
• On-Demand
• Free Video

Fields Institute

Modelling the Impact of Intra-Tumour Heterogeneity on Radiotherapy Outcomes

Explore mathematical models analyzing intra-tumour heterogeneity's influence on radiotherapy effectiveness, enhancing cancer treatment strategies.

• YouTube
• 39 minutes
• On-Demand
• Free Video

Fields Institute

Mechanistic Learning Reveals Cell Fate Transitions Driving B-Cell Acute Lymphoblastic Leukemia Progression

Uncover reciprocal cell fate transitions driving B-cell acute lymphoblastic leukemia progression through mechanistic learning techniques.

• YouTube
• 42 minutes
• On-Demand
• Free Video

Fields Institute

Fighting Drug Resistance with Math

Explore mathematical models for combating drug resistance in cancer treatment, focusing on innovative approaches to optimize therapeutic strategies.

• YouTube
• 1 hour 9 minutes
• On-Demand
• Free Video