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13 Octobre 2024
Catégorie : Stagiaire
Internship Opportunity: Development of a Multimodal Fusion Network for MRI Image Segmentation in Acute Ischemic Stroke
Location: IBISC Laboratory
Duration: 4-5 months
Start Date: 01/04/2025
Supervisor: Vincent Vigneron, Jean-Philippe Congé
Application Deadline: 30/10/2024
About the Project:
In the case of acute ischemic stroke, an accurate and rapid diagnosis is crucial for determining the appropriate treatment. Brain MRI images play a key role in deciding on interventions such as thrombolysis or thrombectomy. However, the time-sensitive nature of stroke treatment often prevents in-depth evaluation, and the low resolution and noise in multimodal MRI images can complicate decision-making.
Building on prior research at the IBISC laboratory, this internship will focus on exploring innovative approaches to multimodal fusion aimed at improving the segmentation of MRI images during acute ischemic stroke. The goal is to integrate Bayesian deep learning to enhance the precision of segmentation and provide reliable uncertainty estimates, making it easier for doctors to make critical treatment decisions under time pressure.
Internship Objectives:
The intern will work on the following:
Key Skills Required:
What We Offer:
How to Apply:
Please send your CV, cover letter, and any relevant project or research work to vincent.vigneron@univ-evry.fr and congej@yahoo.fr by 30/10/2024 maximum.