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Bio medical data analysis - EUR

  • Composante

    Sciences Fondamentales et Appliquées

Objectifs

The objectives are to master imaging system technologies, the medical
data acquisition, their analysis but also the design and deployment of
technical and algorithmic solutions. Artificial methods based advanced
methodswill notably be developed in given biomedical contexts

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Heures d'enseignement

  • Bio medical data analysis - EURTD30h

Pré-requis nécessaires

Python, data analysis

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Programme détaillé

Part 1 : understanding the main medical and biological imagers (magnetic
resonance imaging, microscopy, histology, scanner,) as well as the specific
algorithms: cellular image analysis, histopathological data analysis,
polarimetric biological tissue study, biomedical data mining, registration
and reconstruction of heterogeneous biomedical data ...

Part 2 : Control of processings and analyses of data collected by connected objects
and biomedical sensors tools: semiotic analysis, multisensor context,
Design, analyses and deployement of data analysis and machine learning
solutions that allow a set of quantitative and/or qualitative characteristics
to provide solutions for diagnostic assistance or understanding
phenomena

 

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