Geometric and Learning

 

geometric lights

How can we represent biological shapes with their normal and pathological variabilities into a computer? What is the geometry of a deep learning model? Can we build a geometric model of the mind? Learn more.

 

Computational Biology

 

blood cells

Can we reconstruct molecular shapes at a sub-atomic resolution? How do protein shapes determine their function? What information do cancel cell shapes reveal about cancer types? Learn more.

 

Computational Medicine

 

brain mris

What does a brain shape tell us about the progression of Alzheimer's disease? What is the uncertainty associated with automatic diagnosis methods relying on organ shape analysis? How can AI best assist clinicians? Learn more.