Developing AI Models for Instrument-Tissue Force Prediction in Neurosurgery

This project aims to explore whether brain tissue deformation, observed through a surgical microscope, can be used to estimate instrument-brain contact forces during epilepsy surgery. Two interns will work on key aspects: one will develop computer vision techniques to track tissue deformations in real time, while the other will create machine learning models to translate these deformations into force estimates. By combining high-resolution imaging with advanced algorithms, this research could improve surgical precision and safety by providing real-time force feedback. The findings may also enhance surgical training and simulation tools, benefiting both medical professionals and future technology development.

Faculty Supervisor:

Houssem Gueziri

Student:

Partner:

École supérieure des sciences et technologies

Discipline:

Computer science

Sector:

Artificial Intelligence; Health and Related Sciences & Technology

University:

Université TÉLUQ

Program: