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information about our institute here: https://www.fz-juelich.de/en/ias/ias-8 Your Job: Develop 3D+t image reconstruction methods in a cell microscopy setting using image sequences as well as focus stacks
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February 2026 Details The zebrafish is a superb model system for study of the inner ear. Many key developmental events that form the vestibular apparatus—including epithelial folding, fusion and perforation
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clearly and follow research procedures. Preferred Requirements (Highly Desirable) Technical Skills Experience with: 3D imaging models (3D CNNs, UNet variants, VNet) Explainable AI tools (Grad-CAM, LIME
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geometries. Current simulation-based approaches require complex 3D meshes and are often too slow for practical medical use. This project aims to create accurate and rapid surrogate models by combining physics
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well as medical imaging tools such as itk-SNAP, LinkEHR, 3D Slicer, and Fiji. - Experience working in multidisciplinary teams and European projects, with strong skills in coordinating multidisciplinary teams