Marco Lorenzi

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Nicholas AyacheResearch Director at INRIA/ CSO of 3IA Côte d'AzurVerifisert e-postadresse på inria.fr
Giovanni B FrisoniDirector, Centre de la mémoireVerifisert e-postadresse på unige.ch
Xavier PennecSenior Research Scientist (Directeur de Recherche), INRIA, Epione teamVerifisert e-postadresse på inria.fr
Sebastien OurselinProfessor of Healthcare Engineering, King's College LondonVerifisert e-postadresse på kcl.ac.uk
Andre AltmannUCLVerifisert e-postadresse på ucl.ac.uk
Daniel C. AlexanderProfessor of Imaging Science, Centre for Medical Image Computing, Department of Computer ScienceVerifisert e-postadresse på cs.ucl.ac.uk
Boris GutmanAssistant Professor, Department of Biomedical Engineering, Illinois Institute of TechnologyVerifisert e-postadresse på iit.edu
Paul ThompsonProfessor of Neurology & Psychiatry, Imaging Genetics Center, USCVerifisert e-postadresse på usc.edu
Prof Jonathan M SchottInstitute of Neurology, UCLVerifisert e-postadresse på ucl.ac.uk
Maurizio FilipponeAssociate Professor - Statistics Program, KAUSTVerifisert e-postadresse på kaust.edu.sa
Razvan MarinescuAssist Prof, UC Santa Cruz, Department of Computer Science and Engineering, Genomics InstituteVerifisert e-postadresse på ucsc.edu
Anna CaroliIstituto di Ricerche Farmacologiche Mario Negri IRCCSVerifisert e-postadresse på marionegri.it
Derrek HibarGenentechVerifisert e-postadresse på gene.com
M. Jorge CardosoReader, King's College LondonVerifisert e-postadresse på kcl.ac.uk
Michael C Donohue, PhDAssociate Director of Biostatistics, Alzheimer's Therapeutic Research Institute, USCVerifisert e-postadresse på usc.edu
olivier blinprof marseilleVerifisert e-postadresse på ap-hm.fr
Nicola MercuriProfessor of Neurology, University of Tor Vergata -IRCCS Fondazione Santa Lucia Rome, ItalyVerifisert e-postadresse på med.uniroma2.it
CARLO CALTAGIRONEPROFESSORE DI NEUROLOGIA FONDAZIONE SANTA LUCIAVerifisert e-postadresse på hsantalucia.it
Flavio NobiliUniversity of GenoaVerifisert e-postadresse på hsanmartino.it
Greg M. FleishmanSoftware Engineer III, Janelia Research CampusVerifisert e-postadresse på janelia.hhmi.org

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Marco Lorenzi

Université Côte d'Azur, Inria

Verifisert e-postadresse på inria.fr - Startside


Tittel Sorter etter sitater Sorter etter år Sorter etter tittel	Sitert av Sitert av	År
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	251	2019
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	230	2021
LCC-Demons: a robust and accurate symmetric diffeomorphic registration algorithm M Lorenzi, N Ayache, GB Frisoni, X Pennec, ... NeuroImage 81, 470-483, 2013	197	2013
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	159	2021
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	141	2022
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	139	2019
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	104	2015
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	104	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	99	2013
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	89	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	88	2015
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	86	2019
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	78	2022
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	78	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	72	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	71	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	70	2020
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	66	2018
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	64	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	64	2010

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