Pierre FayolleCentre Hospitalier Universitaire de Poitiers | CHU Poitiers · DACTIM-MIS
Pierre Fayolle
Master of Science
About
4
Publications
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Introduction
I worked three years as a research engineer and lead developer in the DACTIM-MIS team of the LabCom I3M. I participate in the development of computer-aid diagnosis and therapeutic monitoring tools to assist radiologists in their clinical routine. These tools are mostly built using neural networks (Pytorch, Torchio, MONAI...)
Skills and Expertise
Publications
Publications (4)
![Fast-slow system. Rapid variations of [Lac] (vertical lines) around a...](publication/376568915/figure/fig2/AS:11431281217152082@1705033254528/Fast-slow-system-Rapid-variations-of-Lac-vertical-lines-around-a-medium-value-green_Q320.jpg)
Glial tumors represent the leading etiology of primary brain tumors. Their particularities lie in (i) their location in a highly functional organ that is difficult to access surgically, including for biopsy, and (ii) their rapid, anisotropic mode of extension, notably via the fiber bundles of the white matter, which further limits the possibilities...
1) Objectives: Machine learning for binary glioma grading have been extensively used on anatomical MRI, especially using the BraTS dataset. The relevance of radiomic criteria based on multimodal imaging, including diffusion, perfusion and spectroscopy data is to be explored, as multimodal datasets are scarce, and there is no common benchmark for pe...
