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3D Brain lesion detection from MRI images
This project aims to detect 3D brain lesions automatically using machine learning and MRI images. Given an MRI image of a brain, the project will automatically detect any size lesion. The project will establish a baseline, as well as improvement over the baseline for which performance metrics will be validated. The partner organization benefits from this by advancing their own research to better help partnered radio-oncologists in their brain lesion segmentation tasks. It is a time consuming and precise task which could be supported using state-of-the-art deep learning methods.
Faculty Supervisor:
Ioannis Mitliagkas
Student:
Partner:
AFX Medical Inc.
Discipline:
Computer science
Sector:
Information and cultural industries
University:
Université de Montréal
Program:
Accelerate
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