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Stage M2-Microbubble Localization using Deep Learning for Ultrasound Localization Microscopy (ULM)

14 Novembre 2023

Catégorie : Stagiaire

 

 

We offer an internship opportunity focusing on microbubble localization through the application of deep learning in Ultrasonic Localization Microscopy (ULM). The internship themes encompass image processing, specifically with ultrasound images, and machine learning. Additionally, there is the prospect of extending the internship into a more extensive thesis.

Le sujet détaillé est accessible à cette adresse
 
* Required skills
  • 2nd year of Msc and/or 3rd year of an engineering school,
  • Strong background in signal and image processing, or applied mathematics,
  • Proficiency in machine learning (ML) techniques, with a particular focus on CNN,
  • Strong programming skills in either Matlab or Python,
  • Proficiency in the English language,
  • An interest in medical US imaging would be a plus, without requiring any prior knowledge.
* Starting date
  • As soon as possible and no later than March 31, 2024.
*Supervisors This internship will be supervised by:
  • Duong Hung Pham, IRIT/UPS, Toulouse, duong-hung.pham@irit.fr
  • Denis Kouamé, IRIT/UPS, Toulouse, kouame@irit.fr
To apply, please send a CV, cover letter and latest university results to duong-hung.pham@irit.fr and kouame@irit.fr.