90 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- InsermFR16 papers
- Université de LilleFR15 papers
- Centre National de la Recherche ScientifiqueFR10 papers
- Centre de Recherche Jean Pierre AubertFR7 papers
- Assistance Publique – Hôpitaux de ParisFR6 papers
- Sorbonne UniversitéFR6 papers
- Institut Pasteur de LilleFR5 papers
- Pitié-Salpêtrière HospitalFR5 papers
- Institut de Biologie de LilleFR4 papers
- Institut du CerveauFR4 papers
- Lille Neurosciences & Cognition4 papers
- Institut national de recherche en sciences et technologies du numériqueFR3 papers
19 papers
Federated Learning for MRI-based BrainAGE: a multicenter study on post-stroke functional outcome prediction
Vincent Roca, Marc Tommasi, Paul Andrey +8
Brain-predicted age difference (BrainAGE) is a neuroimaging biomarker reflecting brain health. However, training robust BrainAGE models requires large dataset…
Sparse Factor Analysis for Categorical Data with the Group-Sparse Generalized Singular Value Decomposition
Ju-Chi Yu, Julie Le Borgne, Anjali Krishnan +5
Correspondence analysis, multiple correspondence analysis and their discriminant counterparts (i.e., discriminant simple correspondence analysis and discriminant multiple correspon…
A Step Test to Evaluate the Susceptibility to Severe High-Altitude Illness in Field Conditions
Eric Hermand, Léo Lesaint, Laura Denis +2
A laboratory-based hypoxic exercise test, performed on a cycle ergometer, can be used to predict susceptibility to severe high-altitude illness (SHAI) through the calculation of a…
IGUANe: a 3D generalizable CycleGAN for multicenter harmonization of brain MR images
Vincent Roca, Grégory Kuchcinski, Jean-Pierre Pruvo +2
In MRI studies, the aggregation of imaging data from multiple acquisition sites enhances sample size but may introduce site-related variabilities that hinder consistency in subsequ…
Development and validation of an interpretable machine learning-based calculator for predicting 5-year weight trajectories after bariatric surgery: a multinational retrospective cohort SOPHIA study
Patrick Saux, Pierre Bauvin, Violeta Raverdy +31
Background Weight loss trajectories after bariatric surgery vary widely between individuals, and predicting weight loss before the operation remains challenging. We aimed to develo…
Motor neuron pathology in CANVAS due to RFC1 expansions
Vincent Huin, Giulia Coarelli, Clément Guemy +22
CANVAS caused by RFC1 biallelic expansions is a major cause of inherited sensory neuronopathy. Detection of RFC1 expansion is challenging and CANVAS can be associated with atypical…
Isolated parkinsonism is an atypical presentation of GRN and C9orf72 gene mutations
Fábio Carneiro, Dario Saracino, Vincent Huin +17
Introduction: A phenotype of isolated parkinsonism mimicking Idiopathic Parkinson's Disease (IPD) is a rare clinical presentation of GRN and C9orf72 mutations, the major genetic ca…
3D-StyleGAN: A Style-Based Generative Adversarial Network for Generative Modeling of Three-Dimensional Medical Images
Sungmin Hong, Razvan Marinescu, Adrian V. Dalca +4
Image synthesis via Generative Adversarial Networks (GANs) of three-dimensional (3D) medical images has great potential that can be extended to many medical applications, such as,…
Reply: Early-onset phenotype of bi-allelic GRN mutations
Vincent Huin, Mathieu Barbier, Alexandra Durr +1
We would like to reply to Neuray et al. who report a series of five new patients from four unrelated families with bi-allelic mutations of GRN. Their work nicely completes the few…
18F-FDG-PET dissemination features in diffuse large B cell lymphoma are predictive of outcome
Anne-Ségolène Cottereau, Christophe Nioche, Anne-Sophie Dirand +5
We assessed the predictive value of new radiomic features characterizing the lesion dissemination in baseline 18F-FDG PET and tested whether combining them with baseline metabolic…
TMEM240 mutations cause spinocerebellar ataxia 21 with mental retardation and severe cognitive impairment
Jérôme Delplanque, David Devos, Vincent Huin +18
Autosomal dominant cerebellar ataxia corresponds to a clinically and genetically heterogeneous group of neurodegenerative disorders that primarily affect the cerebellum. Here, we r…
Expanding the phenotype of SCA19/22: Parkinsonism, cognitive impairment and epilepsy
Vincent Huin, Isabelle Strubi-Vuillaume, Kathy Dujardin +10
BACKGROUND: Spinocerebellar ataxia types 19 and 22 (SCA19/22) are rare conditions in which relatively isolated cerebellar involvement is frequently associated with cognitive impair…
The MAPT gene is differentially methylated in the progressive supranuclear palsy brain
Vincent Huin, Vincent Deramecourt, Dominique Caparros-Lefebvre +10
Background: Progressive supranuclear palsy (PSP) is a rare neurodegenerative disease causing parkinsonian symptoms. Altered DNA methylation of the microtubule-associated protein ta…
The TMEM240 Protein, Mutated in SCA21, Is Expressed in Purkinje Cells and Synaptic Terminals
Sabiha Eddarkaoui, Mégane Homa, Anne Loyens +6
A variety of missense mutations and a stop mutation in the gene coding for transmembrane protein 240 (TMEM240) have been reported to be the causative mutations of spinocerebellar a…
Design Of Drug-Like Protein-Protein Interaction Stabilizers Guided By Chelation-Controlled Bioactive Conformation Stabilization
Francesco Bosica, Sebastian Andrei, João Filipe Neves +5
The protein-protein interactions (PPIs) of 14-3-3 proteins are a model system for studying PPI stabilization. The complex natural product Fusicoccin A stabilizes many 14-3-3 PPIs b…
From industry-wide parameters to aircraft-centric on-flight inference: improving aeronautics performance prediction with machine learning
Florent Dewez, Benjamin Guedj, Vincent Vandewalle
Aircraft performance models play a key role in airline operations, especially in planning a fuel-efficient flight. In practice, manufacturers provide guidelines which are slightly…
Neurogenetics of the Human Adenosine Receptor Genes: Genetic Structures and Involvement in Brain Diseases
Vincent Huin, Claire-Marie Dhaenens, Mégane Homa +3
Adenosine receptors are G-protein-coupled receptors involved in a wide range of physiological and pathological phenomena in most mammalian systems. All four receptors are widely ex…
k-nearest neighbors prediction and classification for spatial data
Mohamed-Salem Ahmed, Mamadou N'diaye, Mohammed Kadi Attouch +1
This paper proposes a spatial k-nearest neighbor method for nonparametric prediction of real-valued spatial data and supervised classification for categorical spatial data. The pro…
Increased hepatic PDGF-AA signaling mediates liver insulin resistance in obesity associated type 2 diabetes
Amar Abderrahmani, Loic Yengo, Robert Caiazzo +35
Type 2 diabetes (T2D) is closely linked with non-alcoholic fatty liver disease (NAFLD) and hepatic insulin resistance, but the involved mechanisms are still elusive. Using DNA meth…