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-oriented perspective, this project will generate harmonized metrics that enable consistent, transparent, and comparable assessments across regions and practices, while simultaneously providing new scientific
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multicolor fluorescence labeling of mouse neurons according to their cell lineages. The team is currently pursuing the improvement of the technology and exploring novel applications. Objectives: A first
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-based AI for multidisciplinary tumor boards. The successful candidate will develop LLM-based pipelines, semantic harmonization, and transformer-based temporal models on a large multimodal oncology dataset
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work programme is structured around the following main activities: Compilation, harmonization, and exploratory data analysis, Development of the predictive framework, Validation using synthetic datasets
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of interest are harmonic analysis, operator theory, computer algebra, optimisation and complex analysis. Other key research themes at the department are mathematical statistics, applied mathematics, computer
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to the organization of seminars. The student will also benefit from the methodological support of the ISP's two CNRS research and study engineers, who specialize in "Data production, processing, analysis, and fieldwork
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surface temperature, surface waves, and sea ice. harmonizing multi-source datasets (in situ, hydrodynamic models, and remote sensing) onto common spatial and temporal scales; applying statistical methods
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experience in Image Processing and Signal Processing or the use of Image Processing Output to assess disease phenotypes and epidemiological relationships. ‪Proficiency in a statistical analysis environment