Postdoctoral Researcher

il y a 7 jours


La CellesousGouzon, Nouvelle-Aquitaine, France Inria Temps plein
About the Centre or Department

The Inria centre at Université Côte d'Azur is a leading research institution with 42 research teams and 9 support services. Our staff of around 500 people includes scientists, engineers, technicians, and administrative staff from diverse nationalities. Our teams are primarily based on the university campuses of Sophia Antipolis and Nice, as well as Montpellier, in close collaboration with research and higher education laboratories and establishments (Université Côte d'Azur, CNRS, INRAE, INSERM...), as well as regional economic players.

Context and Advantages of the Position

This postdoctoral position is part of the MEDITWIN project, a major French national initiative focused on exploring how virtual twins can enhance the quality of healthcare, making it safer and more accessible to all. MEDITWIN will enable healthcare professionals to simulate potential future scenarios for individual patients, offering new possibilities for personalized treatment and care.

Project Objectives

The aim of the postdoctoral project is to develop innovative methodologies for assessing the quality of anatomical structure or pathology reconstructions from medical images. A critical but often overlooked issue in this domain is the inter- and intra-rater variability in image segmentation, which complicates the quantitative evaluation of segmentation algorithms beyond commonly used metrics like the Dice score or Hausdorff distance.

Main Activities
  • Propose new statistical frameworks
  • Evaluate them on existing databases
  • Write scientific papers
  • Co-supervise students
Requirements
  • Strong experience in statistical learning, and biomedical imaging are required
  • Solid programming and IT skills are necessary (Python or C++, bash scripting)
Benefits
  • Subsidized meals
  • Partial reimbursement of public transport costs
  • Leave: 7 weeks of annual leave + 10 extra days off due to RTT (statutory reduction in working hours) + possibility of exceptional leave (sick children, moving home, etc.)
  • Possibility of teleworking and flexible organization of working hours
  • Professional equipment available (videoconferencing, loan of computer equipment, etc.)
  • Social, cultural and sports events and activities
  • Access to vocational training
  • Contribution to mutual insurance (subject to conditions)
Salary

Gross Salary: 2788 € per month


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