Post-Doctoral Research Visit F / M personalized models of myopic development

INRIA; Palaiseau; Sur place; EUR 40 000 - 60 000; Plein temps

Résumé du poste

Un institut de recherche en informatique basé à Palaiseau recherche un professionnel pour travailler sur des modèles biomécaniques des yeux dans le cadre du projet Premyom. Le candidat sera chargé de traiter des images IRM et OCT, de développer des logiciels pour la segmentation et de créer des maillages à utiliser dans des modèles mécaniques. Ce poste offre un salaire brut mensuel de 2788 euros et d'autres avantages tels que des repas subventionnés et des congés flexibles.

Prestations

Repas subventionnés

Remboursement partiel des frais de transport

7 semaines de congés annuels + 10 jours supplémentaires

Télétravail possible

Équipement professionnel disponible

Accès à la formation professionnelle

Couverture de la sécurité sociale

Qualifications

• Compétence en traitement d'images, surtout en IRM et en images OCT.
• Expérience avec les méthodes des éléments finis est essentielle.
• Maîtrise de l'anglais, le français est un plus.

Responsabilités

• Développer des programmes pour la segmentation des images IRM et OCT.
• Préparer des maillages de l'œil basés sur ces images.
• Combiner ces maillages avec des modèles mécaniques de l'œil.
• Publier et présenter les résultats du travail.

Connaissances

Traitement d'images avancé (IRM & images optiques)

Méthodes des éléments finis avancées

Description du poste

Contexte et atouts du poste

Within the framework of the premyom project, we work in close collaboration with Rostchild AP-HP hospital and EssilorLuxxotica company to develop biomechanical models (using available finite element codes) of the full eye tounderstand the difference between normal and myopic eyes.

We have already started, in an on-going PhD project, to implement models of the different sub-parts of the eyes needed to predict its motion (cornea, sclera, muscle, optic nerve, and so on) on an existing geometry of a normal adult eye. Through this project, we aim now at using patient-specific geometries, from normal and myopic children’s eyes, from normal and myopic children’s eyes.

Mission confiée

With the help of Jean-Marc Allain, the recruited person willprocess MRI and OCT images of volunteersof a cohort at Rotschild AP-HP hospital. These volunteers will do high resolution MRI images at rest, and lower resolution images of turned eyes (looking to the left and the right). These images will be completed by OCT images, which give higher resolutions on some regions of the sclera or of the retina. We would like to have a pipeline to extract the different regions of the eyes (muscle, sclera…), and obtain meshes which can be assembled to be used in our model of biomechanical motions. To do so, developments are required to create an automatized pipe-line of feature extractions and meshing, and to couple them with the biomechanical model

Principales activités

Main activities (5 maximum)

• Develop programs for segmentation of MRI and OCT images
• Prepare meshes of the eye based on these images
• Combine these meshes with mechanical models of the eye
• Publish and present the results of the work

Additional activities (3 maximum)

• Manage the medical data in accordance with the regulation

Examples of activities

• Analyse the requirements of {partners, clients, users}
• Propose
• solutions for
• Develop programs / applications / interfaces of
• Design experimental platforms
• Write documentation
• Write reports
• Write
• Test, change up until validation
• Distribute the
• to
• via
• Provide user training for the service’s main clients
• Lead a user community
• Present the works’ progress to partners,
• to an audience of financiers
• Other

Compétences

Technical skills and level required

• Advanced image processing (MRI & Optical images)
• Advanced Finite Element methods

Languages

English needed, french is suggested

Relational skills

Habit in interdisciplinary work

Other valued appreciated : Autonomy and rigor

Avantages

• 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
• Social security coverage

Rémunération

Monthly gross salary : 2 788 euros / month