2 Apr 2026
Job Information
- Organisation/Company
CNRS- Department
Institut Fresnel- Research Field
Engineering
Physics
Technology- Researcher Profile
First Stage Researcher (R1)- Application Deadline
22 Apr 2026 - 23:59 (UTC)- Country
France- Type of Contract
Temporary- Job Status
Full-time- Hours Per Week
35- Offer Starting Date
1 Sep 2026- Is the job funded through the EU Research Framework Programme?
Horizon 2020- Is the Job related to staff position within a Research Infrastructure?
No
Offer Description
Histology is commonly practiced in hospitals and consists of taking a small sample of tissue (biopsy) which is sliced and stained to be finally observed by a specialist allowing him to make a diagnosis on its cancerous nature. This process is long (1h-72h) and prevents the optimal management of patients during surgery or endoscopic exploration. This postdoctoral position aims at developing innovative deep learning algorithms to help histology classification. Both classical histology based on hematoxylin and eosin staining (H&E) and more innovative stimulated Raman histology will be considered. In stimulated Raman histology, the CH2 and CH3 images of bulk biopsy samples are acquired and virtually stained to resemble H&E images (https://doi.org/10.1364/BOE.10.005378 ).
This postdoctoral position aims at developing tools for classical H&E and virtual SRH staining and classification.
This work is funded by a EU project H2020/ERC
Where to apply
- Website
- https://emploi.cnrs.fr/Offres/CDD/UMR7249-HERRIG-026/Default.aspx
Requirements
- Research Field
- Engineering
- Education Level
- PhD or equivalent
- Research Field
- Physics
- Education Level
- PhD or equivalent
- Research Field
- Technology
- Education Level
- PhD or equivalent
- Languages
- FRENCH
- Level
- Basic
- Research Field
- Engineering
- Years of Research Experience
- None
- Research Field
- Physics
- Years of Research Experience
- None
- Research Field
- Technology
- Years of Research Experience
- None
Additional Information
Eligibility criteria
The applicant will have skills and strong interest in:
- Signal and image reconstruction
- Estimation theory
- computational methods and deep learning approaches.
- Website for additional job details
https://emploi.cnrs.fr/Offres/CDD/UMR7249-HERRIG-026/Default.aspx
Work Location(s)
- Number of offers available
- 1
- Company/Institute
- Institut Fresnel
- Country
- France
- City
- MARSEILLE 13
- Geofield
Contact
- City
MARSEILLE 13- Website
http://www.fresnel.fr
STATUS: EXPIRED
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