Mathematical Oncology Courses

Computing Stackelberg Equilibrium for Cancer Treatment

1 rating

Discover how Stackelberg equilibrium models optimize cancer treatment strategies through game theory and computational approaches.

• YouTube
• 13 minutes
• Self-Paced
• Free Video

From Data to Dynamics - Mechanistic Learning in Cancer Modeling

Discover how mechanistic learning transforms cancer data into dynamic models for better understanding tumor behavior and treatment strategies.

• YouTube
• 59 minutes
• Self-Paced
• Free Video

Developing a Model-Based Pipeline for Combination Therapy Cycling - KRAS Mutated NSCLC

Discover how to develop model-based pipelines for optimizing combination therapy cycling in KRAS mutated non-small cell lung cancer treatment strategies.

• YouTube
• 21 minutes
• Self-Paced
• Free Video

Mathematical Modeling in Cancer Therapy - The Importance of After-Action Analysis

Discover how mathematical modeling enhances cancer therapy through systematic after-action analysis to improve treatment outcomes and patient care strategies.

• YouTube
• 34 minutes
• Self-Paced
• Free Video

Modeling Adoptive Cell Therapy in Bladder Cancer Using Physics-Informed Neural Network with Adaptive Loss Weighting

Discover how physics-informed neural networks with adaptive loss weighting model adoptive cell therapy for bladder cancer treatment optimization.

• YouTube
• 15 minutes
• Self-Paced
• Free Video

Radiation-Induced Lymphopenia - From Mathematical Modeling Towards Mechanistic Learning

Explore mathematical modeling approaches to understand radiation-induced lymphopenia and advance mechanistic learning in oncology research.

• YouTube
• 15 minutes
• Self-Paced
• Free Video

Enumerating Optimal Cancer Treatment Schedules Across Patient Parameter Space

Discover how mathematical models can optimize cancer treatment schedules by analyzing patient parameters to identify the most effective therapeutic combinations and timing.

• YouTube
• 16 minutes
• Self-Paced
• Free Video

75 Years of Mathematical Oncology

Explore 75 years of mathematical oncology evolution through Jeffrey West's comprehensive historical perspective on cancer modeling and computational approaches.

• YouTube
• 29 minutes
• Self-Paced
• Free Video

Embracing the Complexity of the Evolution of Targeted Therapy Resistance

Explore the intricate evolutionary mechanisms behind targeted therapy resistance in cancer treatment through mathematical oncology perspectives.

• YouTube
• 40 minutes
• Self-Paced
• Free Video

Adaptive Therapy Trials for Metastatic Prostate Cancer

Explore adaptive therapy strategies for treating metastatic prostate cancer through mathematical oncology approaches and clinical trial design insights.

• YouTube
• 25 minutes
• Self-Paced
• Free Video

Using Mathematical Models to Support Clinical Trials of Evolutionary Cancer Therapies

Discover how mathematical models enhance clinical trials for evolutionary cancer therapies in this comprehensive plenary presentation.

• YouTube
• 1 hour 7 minutes
• Self-Paced
• Free Video

Exploiting the Cost of Addiction in Anaplastic Large Cell Lymphoma

Discover how evolutionary therapy exploits addiction costs in Anaplastic Large Cell Lymphoma treatment through mathematical oncology approaches.

• YouTube
• 16 minutes
• Self-Paced
• Free Video

Virtual Clinical Trials of BMP4 Differentiation Therapy in Glioblastoma

Explore virtual clinical trials using BMP4 differentiation therapy and digital twins for glioblastoma treatment design in mathematical oncology.

• YouTube
• 17 minutes
• Self-Paced
• Free Video

A Framework for Developing a Virtual Murine Cohort in Bladder Cancer

Discover how to develop virtual murine cohorts for bladder cancer research and adoptive cell therapy applications using mathematical oncology frameworks.

• YouTube
• 15 minutes
• Self-Paced
• Free Video

Applications of Evolutionary Therapy for Individual Patient Care

Discover how evolutionary therapy principles can revolutionize personalized cancer treatment strategies and optimize clinical trial design for better patient outcomes.

• YouTube
• 17 minutes
• Self-Paced
• Free Video