output
20052026
most citedSpherical deconvolution of multichannel diffusion MRI data with non-Gaussian noise models and spatial regularization

77 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

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Showing cs.CVShow all

4 papers · 1 filter

cs.CV2026

StrokeSeg2: Stroke Lesion Segmentation in Clinical Research Workflows

Youwan Mahé, Axel Plessis, Stéphanie Leplaideur +3

Deep learning frameworks like nnU-Net achieve state-of-theart brain lesion segmentation performance but remain difficult to deploy in clinical research environments due to, among o…

cs.CV2025

Stroke Lesion Segmentation in Clinical Workflows: A Modular, Lightweight, and Deployment-Ready Tool

Yann Kerverdo, Florent Leray, Youwan Mahé +2

Deep learning frameworks such as nnU-Net achieve state-of-the-art performance in brain lesion segmentation but remain difficult to deploy clinically due to heavy dependencies and m…

cs.CV2025

Unsupervised Deep Generative Models for Anomaly Detection in Neuroimaging: A Systematic Scoping Review

Youwan Mahé, Elise Bannier, Stéphanie Leplaideur +2

Unsupervised anomaly detection (UAD) based on deep generative modelling has been increasingly explored for identifying pathological brain abnormalities without requiring voxel-leve…

cs.CV2022★ 17 cited

Biomedical image analysis competitions: The state of current participation practice

Matthias Eisenmann, Annika Reinke, Vivienn Weru +352

The number of international benchmarking competitions is steadily increasing in various fields of machine learning (ML) research and practice. So far, however, little is known abou…