18 citations · 52 across the 12 of their papers we have counts for
7 papers · 1 filter
CFB-GBM v2.0: An Augmented Longitudinal Dataset for Multi-Modal Glioblastoma Segmentation, Radiomics, and RANO Progression Tracking
Alexandre G. Leclercq, Noémie N. Moreau, Hugo Audebert +21
Glioblastoma (GBM) is the most aggressive primary brain tumor in adults, with a median overall survival of 15 months. Longitudinal, multi-modal imaging datasets with comprehensive…
Pre to Post-Treatment Glioblastoma MRI Prediction using a Latent Diffusion Model
Alexandre G. Leclercq, Sébastien Bougleux, Noémie N. Moreau +3
Glioblastoma (GBM) is an aggressive primary brain tumor with a median survival of approximately 15 months. In clinical practice, the Stupp protocol serves as the standard first-lin…
The Minimum Edit Arborescence Problem and Its Use in Compressing Graph Collections [Extended Version]
Lucas Gnecco, Nicolas Boria, Sébastien Bougleux +2
The inference of minimum spanning arborescences within a set of objects is a general problem which translates into numerous application-specific unsupervised learning tasks. We int…
Deep learning using Havrda-Charvat entropy for classification of pulmonary endomicroscopy
Thibaud Brochet, Jerome Lapuyade-Lahorgue, Sebastien Bougleux +2
Pulmonary optical endomicroscopy (POE) is an imaging technology in real time. It allows to examine pulmonary alveoli at a microscopic level. Acquired in clinical settings, a POE im…
Generalized Median Graph via Iterative Alternate Minimizations
Nicolas Boria, S'ebastien Bougleux, Benoit Gaüzère +1
Computing a graph prototype may constitute a core element for clustering or classification tasks. However, its computation is an NP-Hard problem, even for simple classes of graphs.…
Skeleton-Based Hand Gesture Recognition by Learning SPD Matrices with Neural Networks
Xuan Nguyen, Luc Brun, Olivier Lezoray +1
In this paper, we propose a new hand gesture recognition method based on skeletal data by learning SPD matrices with neural networks. We model the hand skeleton as a graph and intr…
A neural network based on SPD manifold learning for skeleton-based hand gesture recognition
Xuan Son Nguyen, Luc Brun, Olivier Lézoray +1
This paper proposes a new neural network based on SPD manifold learning for skeleton-based hand gesture recognition. Given the stream of hand's joint positions, our approach combin…