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Job offer

  • JOB
  • France
  • INSERM
  • Posted on: 15 February 2023

automated segmentation and characterization of flaps in head and neck cancer radiotherapy

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STATUS: EXPIRED
15 Feb 2023

Job Information

Organisation/Company
INSERM
Department
LaTIM
Research Field
Computer science
Researcher Profile
Recognised Researcher (R2)
Country
France
Application Deadline
Type of Contract
Temporary
Job Status
Full-time
Offer Starting Date
Is the job funded through the EU Research Framework Programme?
Not funded by a EU programme
Is the Job related to staff position within a Research Infrastructure?
No

Offer Description

EN:

A post-doctoral position is open to applications on a research project dedicated to segmentation and caracterization of flaps in head and neck cancer treated by radiotherapy (FLAPS-IA) in order to develop predictive models from CT scans.

The work will be carried out in the LaTIM (laboratory of information processing in Brest) in a collaborative effort with F. Baclesse center in Caen.

We are looking for a candidate with a PhD in computer sciences or applied mathematics, with a solid expertise in machine learning, especially deep learning for image analysis, and more specifically on image segmentation and caracterization techniques (U-Net models, transformers, etc.)

FR:

Un poste de chercheur post-doctorant est actuellement ouvert à candidature sur un projet de recherche dédié à la segmentation et caractérisation automatique de flaps dans les cancers ORL traités par radiothérapie (FLAPS-IA), pour développer des modèles prédictifs à partir d'images scanner X. Le travail sera mené au LaTIM (laboratoire de traitement d'information médicale, UMR 1101 de l'INSERM, l'UBO et l'IMT Atlantique, à Brest) en collaboration avec le centre François Baclesse à Caen.

Nous recherchons une personne disposant d'un doctorat en informatique ou mathématiques appliquées, avec une solide expérience en apprentissage machine, notamment apprentissage profond en analyse d'image, en particulier sur les techniques de segmentation et de caractérisation des images (modèles U-Net, transformers, etc.).

Where to apply

E-mail
mathieu.hatt@inserm.fr

Requirements

Research Field
Computer science
Education Level
PhD or equivalent
Skills/Qualifications

EN:

We are looking for a candidate with a PhD in computer sciences or applied mathematics, with a solid expertise in machine learning, especially deep learning for image analysis, and more specifically on image segmentation and caracterization techniques (U-Net models, transformers, etc.)

FR:

Nous recherchons une personne disposant d'un doctorat en informatique ou mathématiques appliquées, avec une solide expérience en apprentissage machine, notamment apprentissage profond en analyse d'image, en particulier sur les techniques de segmentation et de caractérisation des images (modèles U-Net, transformers, etc.).

Languages
ENGLISH
Level
Good
Research Field
Computer science

Additional Information

Work Location(s)

Number of offers available
1
Company/Institute
INSERM / University of Brest
Country
France
City
Brest
Postal Code
29238

Contact

City
Brest
Street
22 rue Camille Desmoulins
Postal Code
29238
E-Mail
mathieu.hatt@inserm.fr

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