Development of AI-based murine brain segmentation tools

Research Works

Principal investigators :  Emilien Royer, Angèle Viola, Adriana Perles-Barbacaru, Isabelle Varlet

Members

Alicia Camino

Armelle Lokossou

Joevin Sourdon

Research

The aim of the project is to create a mouse brain segmentation tool (brain volume and sub-structures) using state-of-the-art artificial intelligence techniques such as networks of deep neurons. This segmentation tool will be based on a training database generated from 2D anatomical MRI of healthy and pathological brains.

This project involves the following topics:

Segmentation of mouse brain structures, deep neural networks, training database, 2D anatomical MRI, brain morphology, healthy mice and mice with brain pathologies