2 May 2024
Job Information
- Organisation/Company
CNRS- Department
Laboratoire d'informatique de modélisation et d'optimisation des systèmes- Research Field
Physics- Researcher Profile
First Stage Researcher (R1)- Country
France- Application Deadline
22 May 2024 - 23:59 (UTC)- Type of Contract
Temporary- Job Status
Full-time- Hours Per Week
35- Offer Starting Date
1 Jun 2024- Is the job funded through the EU Research Framework Programme?
Not funded by an EU programme- Is the Job related to staff position within a Research Infrastructure?
No
Offer Description
The SAFEPAW multidisciplinary project of the national PEPR Digital Health call studies the contribution of digital health and how the different actors can take advantage of it. The main objective is to evaluate the impact of artificial intelligence and decision-support tools in patients' healthcare pathways.
The postdoctoral fellow's task will be to develop mathematical formulations of care pathways and resource consumption as a function of patient flow.
The research aims at a quantitative evaluation of the quality of a care pathway from different points of view (patient and healthcare professionals and institutions). From there, two optimization problems will be designed:
P1 – The care offer design for a case-mix of classes of patients under resource constraints.
P2 – The patient flow control and the patient-to-medical resources assignment, exploiting available personal data.
Several case studies with real data will support the project like ambulatory care and heart attack. Operations research and combinatorial optimization fields will be investigated by the candidate to propose innovative models and decision algorithms.
The work package for the position is supervised by two researchers T. Garaix (LIMOS) and Y. Kergosien (LIFAT); another post-doc student (located in Tours, France) and a computer scientist complete the team.
The SAFEPAW multidisciplinary project involves more than ten academic partners from different fields, mainly in human sciences.
The candidate will have to closely interact with his/her work package colleagues to develop the solutions; and with the other members of the consortium for the problem definition and the solution validation.
Requirements
- Research Field
- Physics
- Education Level
- PhD or equivalent
- Languages
- FRENCH
- Level
- Basic
- Research Field
- Physics
- Years of Research Experience
- None
Additional Information
Eligibility criteria
The potential candidate must have a Ph.D. in Operation Research. Candidates are expected to conduct their research independently, both in theory and by coding their solutions in practice. Knowledge of French is not required, but good communication skills are essential for conducting interviews with physicians.
Additional comments
The Saint-Etienne School of Mines is one of the academic partners of LIMOS based near Clermont-Ferrand. The workplace for this position is the Centre Ingénierie et Santé site on the Saint-Etienne University Hospital campus.
- Website for additional job details
https://emploi.cnrs.fr/Offres/CDD/UMR6158-THIGAR-001/Default.aspx
Work Location(s)
- Number of offers available
- 1
- Company/Institute
- Laboratoire d'informatique de modélisation et d'optimisation des systèmes
- Country
- France
- City
- ST PRIEST EN JAREZ
- Geofield
Where to apply
- Website
https://emploi.cnrs.fr/Candidat/Offre/UMR6158-THIGAR-001/Candidater.aspx
Contact
- City
ST PRIEST EN JAREZ
STATUS: EXPIRED