Offre en lien avec l’Action/le Réseau : – — –/Doctorants

Laboratoire/Entreprise : LISV laboratory / University of Versailles Saint-Q
Durée : 10 month
Contact : olivier.rabreau@uvsq.fr
Date limite de publication : 2024-03-06

Contexte :
A 10-month post-doctoral position is available at the University of Versailles Saint-Quentin (UVSQ) in the LISV laboratory (www.lisv.uvsq.fr) headed by Professor Eric Monacelli. The post is part of the APTICONDUITE research project, which is part of the ‘Interactive Robotics’ research team.

Sujet :
The APTICONDUITE project aims to develop a new methodology integrated into a driving simulator for assessing neurovisual disorders of drivers in handicap situation.
This project combines a new multimodal experimental approach with advanced statistical modelling to provide a new theoretical and practical angle for studying neurovisual diseases in the field of adaptive driving.
In this context, the post-doctoral student will initially contribute to analyzing data from a network of physiological sensors on board a driving simulator. He/she will have to retrieve relevant information to characterize the driving performance of a specific population (stroke, cognitive disorders, etc.).
The second stage will involve developing a new methodology for the early detection of neurovisual disorders using artificial intelligence algorithms, in order to improve current clinical assessments.
The data set will include images, electrical signals and indicators such as heart rate, breathing rate, etc…

Profil du candidat :
Major responsibilities

– To use artificial intelligence techniques for the advanced exploration and analysis of data collected from biometric sensors (eye tracker, ECG, EMG, breathing, etc.) on a driving simulator, and to develop predictive models to assess the impact of visual disorders on road safety.
– Designing, developing and implementing specific assessment protocols for evaluating visual disorders in drivers on driving simulators, incorporating artificial intelligence methods.
– Collaborate with clinicians, ophthalmologists and vision experts to integrate objective measurements of visual disorders into the driving context, using machine learning algorithms.
– Contribute to the writing of scientific articles and the presentation of results at national and international conferences.
– Actively participate in research team discussions and meetings, working closely with other researchers and students.

We are looking for a PhD with experience in cognitive science and data processing:
– PhD: the candidate could hold a PhD in psychology, neuroscience, biomedical engineering or a related data scientist field.

Formation et compétences requises :
– Advanced skills in data analysis and the use of statistical software.
– Practical experience with artificial intelligence methods, including the use of machine learning algorithms to analyze complex data.
– Knowledge of visual disorders and their implications for driving would be appreciated.

Adresse d’emploi :
10-12 avenue de l’Europe 78140 Vélizy (France)

Document attaché : 202401291202_Post-doc1_APTICONDUITE_MIXED.pdf