Postdoctoral Researcher in Image Analysis for Neurodevelopmental Biology
il y a 4 semaines
Offre de poste
Le Laboratoire d'Optique et de Biosciences (LOB) de l'École Polytechnique recherche un(e) postdoctorant(e) pour rejoindre son groupe de microscopies avancées et physiologie des tissus. Le candidat(e) aura pour mission de développer et d'optimiser de nouvelles stratégies d'analyse automatisée d'images 3D multicanaux/multicolores de cerveaux de souris.
Missions
Le ou la candidat(e) travaillera à partir des données expérimentales obtenues depuis deux ans au LOB, en lien étroit avec les problématiques biologiques qui ont motivé la production de ces données. Deux sujets complémentaires sont initialement envisagés : (i) l'apprentissage auto-supervisé polyvalent pour la détection, la segmentation, le traçage et la classification conjoints des cellules dans des images de grand volume, et (ii) le recalage multi-échelles entre images enregistrées avec différentes modalités de contraste.
Compétences requises
Une thèse en vision par ordinateur, analyse d'images biomédicales ou biologie computationnelle avec une forte composante imagerie est demandée. Des compétences avancées en programmation en Python, apprentissage statistique/IA et analyse d'image sont requises. Un intérêt marqué et/ou des connaissances en microscopie et neuroscience seraient un atout.
Contexte de travail
Le poste se situe dans un secteur relevant de la protection du potentiel scientifique et technique (PPST), et nécessite donc, conformément à la réglementation, que votre arrivée soit autorisée par l'autorité compétente du MESR.
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