Postdoc in the field of Image processing and 3D Modeling

European Commission; France; Sur place; EUR 32 000 - 42 000; Plein temps

Résumé du poste

L'Institut Mines-Télécom recherche un post-doctorant pour le projet XtremLoc, axé sur le développement d'un système de navigation précis pour les petites articulations. Vous serez chargé de créer un modèle personnalisé pour la planification d'une prothèse de pouce, utilisant des compétences avancées en traitement d'images et en programmation.

Qualifications

• Doctorat obtenu moins de 3 ans avant la date d'embauche.
• Expérience en traitement d'images et intelligence artificielle.
• Compétences solides en programmation, notamment en Python et C++.

Responsabilités

• Développer une méthode de segmentation automatique pour les os du carpe et du métacarpe.
• Construire un modèle statistique 3D pour optimiser la planification d'une prothèse de pouce.

Connaissances

Traitement d'images

Intelligence artificielle

Mathématiques appliquées

Programmation en Python

Programmation en C++

Formation

Doctorat (PhD)

Outils

Bibliothèque Scalismo

Description du poste

Organisation/Company IMT - Institut Mines-Télécom Research Field Computer science » 3 D modelling Engineering » Biomedical engineering Mathematics » Computational mathematics Researcher Profile Recognised Researcher (R2) Positions Postdoc Positions Country France Application Deadline 31 Aug 2025 - 23:59 (Europe/Paris) Type of Contract Temporary Job Status Full-time Offer Starting Date 1 Nov 2025 Is the job funded through the EU Research Framework Programme? Not funded by a EU programme Is the Job related to staff position within a Research Infrastructure? No

Offer Description

Internationally recognized generalist engineering school of the IMT (Institut Mines-Télécom), a leading French engineering school (Technological University), IMT Atlantique aims to support transitions, train responsible engineers, and use scientific excellence to serve teaching, research, and innovation.

As part of the ANR XtremLoc project, which aims to develop a complete navigation system for locating small joints, we are recruiting a post-doctoral fellow in our Data Science Department (DSD).

Under the supervision of Valérie BURDIN (Professor - IMT Atlantique/LaTIM), in collaboration with Guillaume DARDENNE (INSERM Researcher). You will develop an automatic segmentation method for the different bones of the carpus and metacarpus. You will build a 3D statistical model of the first metacarpal and the trapezoid to obtain a personalized patient model optimizing the planning of a thumb prosthesis.

Minimum education and/or experience required:

• PhD obtained less than 3 years before the hiring date

Essential skills, knowledge and experience:

• Experience in image processing, artificial intelligence, and applied mathematics
• Strong programming skills, particularly in Python and C++
• Knowledge of the Scalismo library is highly appreciated

Specific Requirements

Abilities and skills:

• Autonomy, open-mindedness, and motivation
• Thesis report including reviewers' and defense reports
• List of publications
• Letter of recommendation from thesis supervisors

Start of the contract: November 2025

Recruitment interview: as applications are received