Marco Lorenzi

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Nicholas AyacheResearch Director at INRIA/ CSO of 3IA Côte d'AzurVerified email at inria.fr
Giovanni B FrisoniDirector, Centre de la mémoireVerified email at unige.ch
Xavier PennecSenior Research Scientist (Directeur de Recherche), INRIA, Epione teamVerified email at inria.fr
Sebastien OurselinProfessor of Healthcare Engineering, King's College LondonVerified email at kcl.ac.uk
Daniel C. AlexanderProfessor of Imaging Science, Centre for Medical Image Computing, Department of Computer ScienceVerified email at cs.ucl.ac.uk
Andre AltmannUCLVerified email at ucl.ac.uk
Paul ThompsonProfessor of Neurology & Psychiatry, Imaging Genetics Center, USCVerified email at usc.edu
Boris GutmanAssistant Professor, Department of Biomedical Engineering, Illinois Institute of TechnologyVerified email at iit.edu
Prof Jonathan M SchottInstitute of Neurology, UCLVerified email at ucl.ac.uk
Maurizio FilipponeAssociate Professor - EURECOMVerified email at eurecom.fr
Anna CaroliIstituto di Ricerche Farmacologiche Mario Negri IRCCSVerified email at marionegri.it
Razvan MarinescuAssist Prof, UC Santa Cruz, Department of Computer Science and EngineeringVerified email at ucsc.edu
Derrek HibarDirector - Analytics, GenentechVerified email at gene.com
M. Jorge CardosoReader, King's College LondonVerified email at kcl.ac.uk
Michael C Donohue, PhDAssociate Director of Biostatistics, Alzheimer's Therapeutic Research Institute, USCVerified email at usc.edu
olivier blinprof marseilleVerified email at ap-hm.fr
Nicola MercuriProfessor of Neurology, University of Tor Vergata -IRCCS Fondazione Santa Lucia Rome, ItalyVerified email at med.uniroma2.it
CARLO CALTAGIRONEPROFESSORE DI NEUROLOGIA FONDAZIONE SANTA LUCIAVerified email at hsantalucia.it
Flavio NobiliUniversity of GenoaVerified email at hsanmartino.it
Greg M. FleishmanScientific Computing Associate, Janelia Research CampusVerified email at janelia.hhmi.org

Marco Lorenzi

Université Côte d'Azur, Inria

Verified email at inria.fr - Homepage


Title Sort by citations Sort by year Sort by 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	186	2013
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	133	2019
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	103	2019
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	95	2009
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	95	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	86	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	84	2015
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	84	2011
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	70	2015
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	63	2021
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	61	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	61	2011
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	59	2021
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	57	2018
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	55	2010
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	54	2013
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	52	2016
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	51	2019
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	48	2019
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	44	2019

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