Post-doctoral position in Medical Image Processing (18 months)

France Life Imaging; Grenoble; Sur place; EUR 40 000 - 60 000; Plein temps

Résumé du poste

A leading imaging research laboratory in Grenoble, France is seeking a motivated postdoctoral candidate specialized in medical image processing to develop deep learning techniques for image registration. Responsibilities include research publication and student supervision in a collaborative environment. The position offers a competitive gross salary starting at €2395 monthly for a duration of 18 months.

Qualifications

• Experience with image registration algorithms, non-rigid is a plus.
• Advanced skills in Python, particularly with deep learning frameworks.
• Good knowledge of ITK and VTK frameworks.

Responsabilités

• Develop a multimodal deep learning registration method for 3D images.
• Publish research in international journals and conferences.
• Supervise PhD students and collaborate on laboratory projects.

Connaissances

Image registration algorithms

Python programming

Deep learning

English language proficiency

Outils

Torch

Keras

ITK

VTK

Description du poste

Overview

Contexte et mission : The Computer-Assisted Medical Interventions (CAMI) team of the TIMC laboratory (Grenoble, France) is looking for a highly motivated postdoctoral candidate with a strong background in medical image processing (registration and segmentation) and experience in deep learning approaches with a focus on ultrasound imaging. The candidate will work on the development of a multimodal deep learning registration method between pre-operative 3D MR images and intraoperative 3D transrectal ultrasound images. This method should be able to provide a deformation field to link the two images. The candidate will be expected to publish their research in leading international journals and conferences in the field, participate in the supervision of PhD students and contribute to the collaborative projects within the laboratory. The TIMC laboratory is located minutes away from the Grenoble University Hospital, allowing for a close and effective collaboration with clinical & industrial partners. Grenoble is a welcoming student city at the heart of the French Alps.

DURATION : 18 months (as soon as possible from 01/2023)

Remuneration

The gross monthly salary starts at 2395e (before payroll and income taxes)

Compétences requises

• This project will require a candidate with experience in:
• • Previous experience with image registration algorithms (non-rigid is a plus)
• • Advanced Python programming skills (especially with torch / keras packages)
• • Good knowledge of the ITK / VTK frameworks
• • Good command of English