Tumor Heterogeneity Courses and Certifications

Mathematical Oncology

Evolution of Phenotypic Plasticity Leads to Tumor Heterogeneity with Implications for Therapy

Explore how phenotypic plasticity evolution creates tumor heterogeneity and impacts cancer treatment strategies in this mathematical oncology presentation.

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

Mathematical Oncology

Computational Methods for Inferring Tumor Evolution and Heterogeneity

Explore computational techniques for analyzing tumor evolution and heterogeneity, enhancing understanding of cancer progression and treatment strategies.

• YouTube
• 1 hour 19 minutes
• Self-Paced
• Free Video

Mathematical Oncology

Quantifying Tumor Heterogeneity Across Space and Time

Explore advanced techniques for analyzing tumor heterogeneity spatially and temporally with Dr. Ben Raphael's in-depth presentation on cutting-edge mathematical oncology approaches.

• YouTube
• 1 hour 35 minutes
• Self-Paced
• Free Video

Conference GSI

Using a Riemannian Elastic Metric for Statistical Analysis of Tumor Cell Shape Heterogeneity

Analyze tumor cell shape heterogeneity using Riemannian elastic metrics for advanced statistical insights in cancer research.

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

Fields Institute

Cancer Stem Cell Heterogeneity and Tumor Microenvironments in Colorectal Cancer

Explore the complex relationship between cancer stem cells and tumor microenvironments in colorectal cancer through mathematical modeling and biological insights from leading research.

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

What's Happening with Cancer Genomics?

Explore clinical research in cancer genomics and its impact on treatment approaches, including personalized medicine, tumor profiling, and targeted therapies.

• YouTube
• 1 hour 3 minutes
• Self-Paced
• Free Video

Labroots

Transformative Technologies in Pancreatic Cancer - Multi-omic Insights and Organoid Models

Explore cutting-edge spatial proteomics and organoid technologies revolutionizing pancreatic cancer research, uncovering tumor-immune interactions and therapeutic resistance mechanisms.

• YouTube
• 1 hour 31 minutes
• Self-Paced
• Free Video

Labroots

Deciphering Breast Cancer - Spatial and Molecular Insights into Tumor Evolution 2

Explore cutting-edge protein multiplexing and tissue remodeling research to understand breast cancer heterogeneity, tumor evolution, and therapeutic strategies.

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

Mathematical Oncology

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

Institute for Pure & Applied Mathematics (IPAM)

Open Mathematical Problems in Manifold Learning for Single-Cell Data

Explore open mathematical challenges in manifold learning for single-cell cancer data, focusing on t-SNE and UMAP limitations in structure preservation and stability.

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

Mathematical Oncology

Modeling Tumor Drug Responses Across Cells, Mice, and Patients

Discover mathematical modeling approaches for predicting tumor drug responses across cellular, animal, and human systems in oncology research.

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

Mathematical Oncology

Modeling Cancer Evolution - A Data-Driven Agent-Based Modeling Approach in Melanoma

Discover data-driven agent-based modeling techniques to understand cancer evolution, intratumor heterogeneity, and drug resistance mechanisms in melanoma research.

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

Mathematical Oncology

Microenvironmental Fluctuations Select between Storage-Effect and Plasticity-Driven Intratumor Heterogeneity

Explore how microenvironmental fluctuations influence cellular storage effects versus plasticity-driven mechanisms in tumor heterogeneity through mathematical modeling.

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

EuroPython Conference

Bioinformatics Pipeline for Revealing Tumour Heterogeneity

Explore a Python-based bioinformatics pipeline for analyzing single-cell DNA sequencing data to reveal tumor heterogeneity and inform personalized cancer treatments.

• YouTube
• 28 minutes
• Self-Paced
• Conference Talk

EuroPython Conference

Bioinformatics Pipeline for Revealing Tumour Heterogeneity

Explore a Python-based bioinformatics pipeline for analyzing single-cell DNA sequencing data to reveal tumor heterogeneity, aiding in personalized cancer treatment decisions.

• YouTube
• 28 minutes
• Self-Paced
• Conference Talk