International Centre for Theoretical Sciences Courses

Design and Dynamics of Biological Networks - The Case of Cancer Progression - Lecture 2

Explore biological network dynamics and design, focusing on specific case studies. Gain insights into complex systems and their applications in theoretical approaches to cancer research.

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

Advances in Predictive Models for Single-cell and Regulatory Genomics

Explore cutting-edge predictive models for single-cell and regulatory genomics, enhancing understanding of cancer progression and potential treatment approaches.

• YouTube
• 1 hour 14 minutes
• Self-Paced
• Free Video

AI in Cancer Detection and Treatment

Explore AI applications in cancer detection and treatment, covering advanced techniques for early diagnosis, personalized therapies, and improved patient outcomes.

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

Neural Networks - Lecture 1

Comprehensive introduction to neural networks, covering fundamental concepts, architectures, and applications in machine learning and artificial intelligence.

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

From Genomes to Life: Computing Cell Phenotypes Using Biochemical Network Reconstruction

Explore computational approaches to predict cell phenotypes from genomic data using biochemical network reconstruction, advancing our understanding of cellular behavior and disease mechanisms.

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

A Systems Analysis of Temozolomide Response in a Model Glioblastoma Cell-line

Explore systems analysis of temozolomide response in glioblastoma, uncovering insights into cancer treatment through advanced modeling and data interpretation techniques.

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

Morphogenesis in Cancer

Explore morphogenesis in cancer with Ramray Bhat, examining fundamental principles and theoretical approaches to understanding cancer progression and potential treatment strategies.

• YouTube
• 1 hour 30 minutes
• Self-Paced
• Free Video

A Systems Biology Approach to Unravel Cell Cycle Dynamics - Lecture 2

Explore systems biology approaches to unravel cell cycle dynamics, focusing on mathematical modeling and computational techniques to understand complex cellular processes.

• YouTube
• 1 hour 14 minutes
• Self-Paced
• Free Video

Structural and Stochastic Modeling to Study the Dynamics of Tumor-Immune Interactions

Explore structural and stochastic modeling techniques to analyze tumor-immune interactions, enhancing understanding of cancer dynamics and potential treatment strategies.

• YouTube
• 1 hour 28 minutes
• Self-Paced
• Free Video

The Art of Modelling Mammalian Cell Cycle Regulation - Lecture 1

Explore mammalian cell cycle regulation modeling techniques, focusing on theoretical approaches to understand cancer progression and treatment. Gain insights into advanced mathematical and computational methods.

• YouTube
• 1 hour 32 minutes
• Self-Paced
• Free Video

Mathematical Oncology: Spatial Models of Tumor Growth

Explore spatial models of tumor growth in this lecture on mathematical oncology, examining theoretical approaches to understand cancer progression and treatment strategies.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Free Video

Using Mathematical Approaches to Describe and Understand Cancer

Explore mathematical modeling in cancer research, covering population dynamics, systems biology, and machine learning to enhance understanding and treatment of this complex disease.

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

Drug Development in Oncology - Opportunities, Challenges and Mechanistic Modeling - Lecture 2

Explore opportunities and challenges in oncology drug development, focusing on mechanistic modeling approaches to enhance treatment strategies and overcome resistance.

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

Maps, Networks and Mechanisms: System Modeling and Analysis of Disease Maps

Explore disease map modeling and analysis techniques for understanding complex biological systems and their applications in cancer research and treatment strategies.

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

Genome-Scale Metabolic Modeling in Cancer

Explore genome-scale metabolic modeling in cancer research, uncovering insights into cellular metabolism and potential therapeutic targets for improved cancer treatment strategies.

• YouTube
• 1 hour 18 minutes
• Self-Paced
• Free Video