Design Principles of Biological Networks

This project aims to uncover the design principles of biological networks, such as blood vessels in the kidney and brain, by developing automated tools to analyze high-resolution 3D images of human embryo vasculature. Using advanced imaging techniques and deep learning, the research will create efficient methods to study how these networks efficiently transport nutrients and information. The findings could lead to better treatments for diseases like stroke and kidney disease, while also inspiring innovations in engineering and technology, such as smarter infrastructure or more efficient communication systems. By collaborating with Dr. Alain Chedotal’s lab in Paris, the project will bring unique datasets and expertise to Canada, strengthening international research partnerships and positioning Canadian institutions as leaders in computational biology and bio-inspired design.

Faculty Supervisor:

Sidhartha Goyal

Student:

Partner:

Institut de la Vision

Discipline:

Physics

Sector:

Life Sciences (not health); Health and Related Sciences & Technology

University:

University of Toronto

Program: