République Française Inserm
Institut thématique Neurosciences, sciences cognitives, neurologie, psychiatrie

Organoid live imaging analysis with AI

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  • Type d'offre : CDD
  • Ville : Paris
  • Statut : Available
Date d'arrivée à l'ITMO : Mercredi 18 Décembre 2024

Organoid live imaging analysis with AI

KEY WORDS

AI, Organoid,neuroscience

CITY

Paris

COUNTRY

France

DETAILS OF THE OFFER

Working place: Vision Institute / Kate Grieve’s team, "Live imaging in patients and cells", develops novel imaging technology to discover the health of cells in the patient’s living retina or in the lab. 

Missions:

The student will learn to use the DFFOCT microscope to image retinal organoids and build the image database for analysis. In parallel, the student will be responsible for the development of the AI and machine learning tools for analysis of the data. The student will interact with the multidisciplinary project team to feedback on results and interpretation. We would like to recruit a student with a primary experience in computer science, programming, and image processing. Secondary experience and/or interest in optics, microscopy and biology would be appreciated.


The PhD project will include the following steps, with some being in parallel:
1. Use of the DFFOCT microscope (M1-M12)
2. Handling retinal organoids and obtaining good images of them (M1-M12)
3. Managing image database (M1-M30)
4. (Main focus): development of AI and machine learning tools (M6-M24)
5. Data analysis using developed tools and feedback to the project team (M12-M30)
6. Dissemination of results (M25-M36)

Qualifications:

Skills required

Computer skills, programming and image processing required.

Education and experience

Experience and/or interest in optics, microscopy and biology would be appreciated.

+infos

TYPE OF JOB

PhD Position

TYPE OF CONTRACT

CDD (temporary / 3 years)

EMPLOYMENT START DATE

1 OCT 2025
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