Marco Lorenzi
Marco Lorenzi
Université Côte d'Azur, Inria
Verified email at - Homepage
Cited by
Cited by
Federated learning in distributed medical databases: Meta-analysis of large-scale subcortical brain data
S Silva, BA Gutman, E Romero, PM Thompson, A Altmann, M Lorenzi
2019 IEEE 16th international symposium on biomedical imaging (ISBI 2019 …, 2019
LCC-Demons: a robust and accurate symmetric diffeomorphic registration algorithm
M Lorenzi, N Ayache, GB Frisoni, X Pennec, ...
NeuroImage 81, 470-483, 2013
Clustered Sampling: Low-Variance and Improved Representativity for Clients Selection in Federated Learning
Y Fraboni, R Vidal, L Kameni, M Lorenzi
Proceedings of the 38th International Conference on Machine Learning (ICML …, 2021
Probabilistic disease progression modeling to characterize diagnostic uncertainty: application to staging and prediction in Alzheimer's disease
M Lorenzi, M Filippone, GB Frisoni, DC Alexander, S Ourselin, ...
NeuroImage 190, 56-68, 2019
Free-rider attacks on model aggregation in federated learning
Y Fraboni, R Vidal, M Lorenzi
International Conference on Artificial Intelligence and Statistics, 1846-1854, 2021
In vivo mapping of amyloid toxicity in Alzheimer disease
GB Frisoni, M Lorenzi, A Caroli, N Kemppainen, K Nagren, JO Rinne
Neurology 72 (17), 1504-1511, 2009
Geodesics, parallel transport & one-parameter subgroups for diffeomorphic image registration
M Lorenzi, X Pennec
International journal of computer vision 105 (2), 111-127, 2013
Disentangling normal aging from Alzheimer's disease in structural magnetic resonance images
M Lorenzi, X Pennec, GB Frisoni, N Ayache, ...
Neurobiology of aging 36, S42-S52, 2015
Assessing atrophy measurement techniques in dementia: Results from the MIRIAD atrophy challenge
DM Cash, C Frost, LO Iheme, D Ünay, M Kandemir, J Fripp, O Salvado, ...
Neuroimage 123, 149-164, 2015
Schild’s ladder for the parallel transport of deformations in time series of images
M Lorenzi, N Ayache, X Pennec
Biennial international conference on information processing in medical …, 2011
Flamby: Datasets and benchmarks for cross-silo federated learning in realistic healthcare settings
J Ogier du Terrail, SS Ayed, E Cyffers, F Grimberg, C He, R Loeb, ...
Advances in Neural Information Processing Systems 35, 5315-5334, 2022
Sparse Multi-Channel Variational Autoencoder for the Joint Analysis of Heterogeneous Data
L Antelmi, N Ayache, P Robert, M Lorenzi
Proceedings of the 36th International Conference on Machine Learning, PMLR …, 2019
Genetic study of multimodal imaging Alzheimer’s disease progression score implicates novel loci
MA Scelsi, RR Khan, M Lorenzi, L Christopher, MD Greicius, JM Schott, ...
Brain 141 (7), 2167-2180, 2018
Efficient parallel transport of deformations in time series of images: from Schild’s to pole ladder
M Lorenzi, X Pennec
Journal of mathematical imaging and vision 50, 5-17, 2014
Effect of memantine on resting state default mode network activity in Alzheimer’s disease
M Lorenzi, A Beltramello, NB Mercuri, E Canu, G Zoccatelli, FB Pizzini, ...
Drugs & aging 28 (3), 205-217, 2011
Enrichment through biomarkers in clinical trials of Alzheimer's drugs in patients with mild cognitive impairment
M Lorenzi, M Donohue, D Paternico, C Scarpazza, S Ostrowitzki, O Blin, ...
Neurobiology of aging 31 (8), 1443-1451. e1, 2010
Susceptibility of brain atrophy to TRIB3 in Alzheimer’s disease, evidence from functional prioritization in imaging genetics
M Lorenzi, A Altmann, B Gutman, S Wray, C Arber, DP Hibar, ...
Proceedings of the National Academy of Sciences 115 (12), 3162-3167, 2018
Fed-biomed: A general open-source frontend framework for federated learning in healthcare
S Silva, A Altmann, B Gutman, M Lorenzi
Domain Adaptation and Representation Transfer, and Distributed and …, 2020
Structural brain features of borderline personality and bipolar disorders
R Rossi, M Pievani, M Lorenzi, M Boccardi, R Beneduce, S Bignotti, ...
Psychiatry Research: Neuroimaging 213 (2), 83-91, 2013
DIVE: A spatiotemporal progression model of brain pathology in neurodegenerative disorders
RV Marinescu, A Eshaghi, M Lorenzi, AL Young, NP Oxtoby, S Garbarino, ...
NeuroImage 192, 166-177, 2019
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