166 citations
- Commissariat à l'Énergie Atomique et aux Énergies AlternativesFR18 papers
- Centre National de la Recherche ScientifiqueFR12 papers
- InsermFR10 papers
- CEA Paris-SaclayFR9 papers
- Université Paris-SaclayFR7 papers
- Centre Inria de SaclayFR5 papers
- Institut national de recherche en sciences et technologies du numériqueFR5 papers
- Institut de Recherche sur les Lois Fondamentales de l'UniversFR4 papers
- CEA Paris-Saclay - Etablissement de Fontenay-aux-rosesFR3 papers
- University of MünsterDE3 papers
- Cognitive Neuroimaging LabFR2 papers
- Institut CurieFR2 papers
21 papers
Segmentation of spinal rootlets across MRI contrasts with RootletSeg
Katerina Krejci, Jiri Chmelik, Sandrine Bedard +5
Purpose: To develop a deep learning method for the automatic segmentation of spinal nerve rootlets on various MRI scans. Material and Methods: This retrospective study included MRI…
Multifractality in critical neural field dynamics
Merlin Dumeur, Sheng H. Wang, J. Matias Palva +1
The brain criticality hypothesis has largely only characterized brain dynamics in terms of their self-similarity, although experimental evidence suggests that the brain exhibits si…
Deep Learning reconstruction with uncertainty estimation for photon interaction in fast scintillator detectors
Geoffrey Daniel, Mohamed Bahi Yahiaoui, Claude Comtat +7
This article presents a physics-informed deep learning method for the quantitative estimation of the spatial coordinates of gamma interactions within a monolithic scintillator, wit…
Convergent ADMM Plug and Play PET Image Reconstruction
Florent Sureau, Mahdi Latreche, Marion Savanier +1
In this work, we investigate hybrid PET reconstruction algorithms based on coupling a model-based variational reconstruction and the application of a separately learnt Deep Neural…
Fed-BioMed: Open, Transparent and Trusted Federated Learning for Real-world Healthcare Applications
Francesco Cremonesi, Marc Vesin, Sergen Cansiz +16
The real-world implementation of federated learning is complex and requires research and development actions at the crossroad between different domains ranging from data science, t…
Electro-purification studies and first measurement of relative permittivity of TMBi
S. Peters, B. Gerke, V. Hannen +6
A new type of detector for positron-emission tomography (PET) has been proposed recently, using a heavy organo-metallic liquid - TriMethyl Bismuth (TMBi) - as target material. TMBi…