Marco Lorenzi

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Nicholas AyacheResearch Director at INRIA/ CSO of 3IA Côte d'AzurEmail verificata su inria.fr
Giovanni B FrisoniDirector, Centre de la mémoireEmail verificata su unige.ch
Xavier PennecSenior Research Scientist (Directeur de Recherche), INRIA, Epione teamEmail verificata su inria.fr
Sebastien OurselinProfessor of Healthcare Engineering, King's College LondonEmail verificata su kcl.ac.uk
Andre AltmannUCLEmail verificata su ucl.ac.uk
Daniel C. AlexanderProfessor of Imaging Science, Centre for Medical Image Computing, Department of Computer ScienceEmail verificata su cs.ucl.ac.uk
Boris GutmanAssistant Professor, Department of Biomedical Engineering, Illinois Institute of TechnologyEmail verificata su iit.edu
Paul ThompsonProfessor of Neurology & Psychiatry, Imaging Genetics Center, USCEmail verificata su usc.edu
Prof Jonathan M SchottInstitute of Neurology, UCLEmail verificata su ucl.ac.uk
Maurizio FilipponeAssociate Professor - Statistics Program, KAUSTEmail verificata su kaust.edu.sa
Razvan MarinescuAssist Prof, UC Santa Cruz, Department of Computer Science and Engineering, Genomics InstituteEmail verificata su ucsc.edu
Anna CaroliIstituto di Ricerche Farmacologiche Mario Negri IRCCSEmail verificata su marionegri.it
Derrek HibarGenentechEmail verificata su gene.com
M. Jorge CardosoReader, King's College LondonEmail verificata su kcl.ac.uk
Michael C Donohue, PhDAssociate Director of Biostatistics, Alzheimer's Therapeutic Research Institute, USCEmail verificata su usc.edu
olivier blinprof marseilleEmail verificata su ap-hm.fr
Nicola MercuriProfessor of Neurology, University of Tor Vergata -IRCCS Fondazione Santa Lucia Rome, ItalyEmail verificata su med.uniroma2.it
CARLO CALTAGIRONEPROFESSORE DI NEUROLOGIA FONDAZIONE SANTA LUCIAEmail verificata su hsantalucia.it
Flavio NobiliUniversity of GenoaEmail verificata su hsanmartino.it
Greg M. FleishmanSoftware Engineer III, Janelia Research CampusEmail verificata su janelia.hhmi.org

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Marco Lorenzi

Université Côte d'Azur, Inria

Email verificata su inria.fr - Home page


Titolo Ordina per citazioni Ordina per anno Ordina per titolo	Citata da Citata da	Anno
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	239	2019
LCC-Demons: a robust and accurate symmetric diffeomorphic registration algorithm M Lorenzi, N Ayache, GB Frisoni, X Pennec, ... NeuroImage 81, 470-483, 2013	194	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	191	2021
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	146	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	133	2019
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	113	2022
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	103	2009
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	97	2015
Geodesics, parallel transport & one-parameter subgroups for diffeomorphic image registration M Lorenzi, X Pennec International journal of computer vision 105 (2), 111-127, 2013	97	2013
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	88	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	86	2011
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	81	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	72	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	70	2014
Predicting myocardial infarction through retinal scans and minimal personal information A Diaz-Pinto, N Ravikumar, R Attar, A Suinesiaputra, Y Zhao, E Levelt, ... Nature Machine Intelligence 4 (1), 55-61, 2022	66	2022
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	65	2018
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	65	2011
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	64	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	63	2013
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	62	2010

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