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Marco Lorenzi
Marco Lorenzi
Université Côte d'Azur, Inria
Verified email at inria.fr - Homepage
Title
Cited by
Cited by
Year
LCC-Demons: a robust and accurate symmetric diffeomorphic registration algorithm
M Lorenzi, N Ayache, GB Frisoni, X Pennec, ...
NeuroImage 81, 470-483, 2013
1822013
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
1142019
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
942019
In vivo mapping of amyloid toxicity in Alzheimer disease
GB Frisoni, M Lorenzi, A Caroli, N Kemppainen, K Någren, JO Rinne
Neurology 72 (17), 1504-1511, 2009
942009
In vivo mapping of amyloid toxicity in Alzheimer disease
GB Frisoni, M Lorenzi, A Caroli, N Kemppainen, K Någren, JO Rinne
Neurology 72 (17), 1504-1511, 2009
942009
Geodesics, parallel transport & one-parameter subgroups for diffeomorphic image registration
M Lorenzi, X Pennec
International journal of computer vision 105 (2), 111-127, 2013
852013
Schild’s ladder for the parallel transport of deformations in time series of images
M Lorenzi, N Ayache, X Pennec
Information Processing in Medical Imaging: 22nd International Conference …, 2011
842011
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
822015
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
682015
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
582014
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
582011
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
532010
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
522013
Longitudinal analysis of image time series with diffeomorphic deformations: a computational framework based on stationary velocity fields
M Hadj-Hamou, M Lorenzi, N Ayache, X Pennec
Frontiers in neuroscience 10, 236, 2016
512016
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
502021
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
502018
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
482021
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
472019
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
452019
A model of brain morphological changes related to aging and Alzheimer's disease from cross-sectional assessments
R Sivera, H Delingette, M Lorenzi, X Pennec, N Ayache, ...
NeuroImage 198, 255-270, 2019
402019
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