no code implementations • 16 Oct 2023 • Tristan Beolet, Alice Adenis, Erik Huneker, Maxime Louis
The development of closed-loop systems for glycemia control in type I diabetes relies heavily on simulated patients.
no code implementations • 26 Jan 2021 • Benjamin Lambert, Maxime Louis, Senan Doyle, Florence Forbes, Michel Dojat, Alan Tucholka
Learning is performed using a multicentric dataset of healthy brain MRIs, and segmentation performances are estimated on White-Matter Hyperintensities and tumors lesions.
no code implementations • 23 Nov 2017 • Alexandre Bône, Maxime Louis, Alexandre Routier, Jorge Samper, Michael Bacci, Benjamin Charlier, Olivier Colliot, Stanley Durrleman
We propose a method to predict the subject-specific longitudinal progression of brain structures extracted from baseline MRI, and evaluate its performance on Alzheimer's disease data.
no code implementations • 23 Nov 2017 • Maxime Louis, Alexandre Bône, Benjamin Charlier, Stanley Durrleman
The analysis of manifold-valued data requires efficient tools from Riemannian geometry to cope with the computational complexity at stake.