M/F Machine learning development in classical and virtual stimulated Raman histology
New
- Researcher in FTC
- 12 mounth
- Doctorate
This offer is available in English version
This offer is open to people with a document recognizing their status as a disabled worker.
Offer at a glance
The Unit
Institut Fresnel
Contract Type
Researcher in FTC
Working hHours
Full Time
Workplace
13397 MARSEILLE 13
Contract Duration
12 mounth
Date of Hire
01/09/2026
Remuneration
Between 3131,31€ and 4341,70€ gross monthly depending on experience
Apply Application Deadline : 22 April 2026 23:59
Job Description
Missions
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).
Activity
This postdoctoral position aims at developing tools for classical H&E and virtual SRH staining and classification.
Your Profil
Skills
The applicant will have skills and strong interest in:
- Signal and image reconstruction
- Estimation theory
- computational methods and deep learning approaches.
Your Work Environment
This work is funded by a EU project H2020/ERC
Compensation and benefits
Compensation
Between 3131,31€ and 4341,70€ gross monthly depending on experience
Annual leave and RTT
44 jours
Remote Working practice and compensation
Pratique et indemnisation du TT
Transport
Prise en charge à 75% du coût et forfait mobilité durable jusqu’à 300€
About the offer
| Offer reference | UMR7249-HERRIG-026 |
|---|---|
| CN Section(s) / Research Area | Micro and nanotechnologies, micro and nanosystems, photonics, electronics, electromagnetism, electrical energy |
About the CNRS
The CNRS is a major player in fundamental research on a global scale. The CNRS is the only French organization active in all scientific fields. Its unique position as a multi-specialist allows it to bring together different disciplines to address the most important challenges of the contemporary world, in connection with the actors of change.
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