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Maturation of the [Ni–4Fe–4S] active site of carbon monoxide dehydrogenases

 Meriem Merrouch , Martino Benvenuti , Marco Lorenzi , Christophe Léger , Vincent Fourmond , et al.
Journal of Biological Inorganic Chemistry, 2018, 23 (4), pp.613-620. ⟨10.1007/s00775-018-1541-0⟩
Article dans une revue hal-01816335v1
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SimulAD: A dynamical model for personalized simulation and disease staging in Alzheimer's disease

 Clément Abi Nader , Federica Ribaldi , Giovanni B Frisoni , Valentina Garibotto , Philippe Robert , et al.
Neurobiology of Aging, 2022, 113, pp.73-83. ⟨10.1016/j.neurobiolaging.2021.12.015⟩
Article dans une revue hal-03514292v1
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Combining Multi-Task Learning and Multi-Channel Variational Auto-Encoders to Exploit Datasets with Missing Observations -Application to Multi-Modal Neuroimaging Studies in Dementia

 Luigi Antelmi , Nicholas Ayache , Philippe Robert , Federica Ribaldi , Valentina Garibotto , et al.
2021
Pré-publication, Document de travail hal-03114888v2
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Disentangling the normal aging from the pathological Alzheimer's disease progression on cross-sectional structural MR images

 Marco Lorenzi , Xavier Pennec , Nicholas Ayache , Giovanni Frisoni
MICCAI workshop on Novel Imaging Biomarkers for Alzheimer's Disease and Related Disorders (NIBAD'12), 2012, Nice, France. pp.145-154
Communication dans un congrès hal-00813836v1

OCT Signal Enhancement with Deep Learning

 Georgios Lazaridis , Marco Lorenzi , Jibran Mohamed-Noriega , Soledad Aguilar-Munoa , Katsuyoshi Suzuki , et al.
Ophthalmology Glaucoma, 2021, 4 (3), pp.295-304. ⟨10.1016/j.ogla.2020.10.008⟩
Article dans une revue hal-03374545v1
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Spatiotemporal analysis for detection of pre-symptomatic shape changes in neurodegenerative diseases: Initial application to the GENFI cohort

 Claire Cury , Stanley Durrleman , David Cash , Marco Lorenzi , Jennifer M Nicholas , et al.
NeuroImage, 2019, 188, pp.282-290. ⟨10.1016/j.neuroimage.2018.11.063⟩
Article dans une revue inserm-01958916v1
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Modeling and inference of spatio-temporal protein dynamics across brain networks

 Sara Garbarino , Marco Lorenzi
IPMI 2019 - International Conference on Information Processing in Medical Imaging, Jun 2019, Hong Kong, Hong Kong SAR China. pp.57-69
Communication dans un congrès hal-02165021v1

Constraining the Dynamics of Deep Probabilistic Models

 Marco Lorenzi , Maurizio Filippone
ICML 2018 - The 35th International Conference on Machine Learning, Jul 2018, Stockholm, Sweden. pp.3233-3242
Communication dans un congrès hal-01843006v1
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Deformation-based morphometry of the brain for the development of surrogate markers in Alzheimer's disease

 Marco Lorenzi
Medical Imaging. Université Nice Sophia Antipolis, 2012. English. ⟨NNT : ⟩
Thèse tel-00844577v1

Supplementary Material of the paper: "Multi-Channel Stochastic Variational Inference for the Joint Analysis of Heterogeneous Biomedical Data in Alzheimer's Disease

 Luigi Antelmi , Nicholas Ayache , Philippe Robert , Marco Lorenzi
2018
Autre publication scientifique hal-01844733v1
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A method for statistical learning in large databases of heterogeneous imaging, cognitive and behavioral data.

 Luigi Antelmi , Marco Lorenzi , Valeria Manera , Philippe Robert , Nicholas Ayache
EPICLIN 2018 - 12ème Conférence Francophone d’Epidémiologie Clinique / CLCC 2018 - 25èmes Journées des statisticiens des Centre de Lutte Contre le Cancer, May 2018, Nice, France. Elsevier, Revue d'Épidémiologie et de Santé Publique, 66 (3), pp.S180, 2018, 12e Conférence francophone d’Épidémiologie clinique 25e Journée des statisticiens des Centres de lutte contre le cancer. ⟨10.1016/j.respe.2018.03.306⟩
Poster de conférence hal-01827389v1

Which parallel transport for the statistical analysis of longitudinal deformations?

 Xavier Pennec , Marco Lorenzi
Colloque GRETSI '11, 2011, Bordeaux, France
Communication dans un congrès inria-00616204v1
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Estimation of imaging biomarker's progression in post-infarct patients using cross-sectional data

 Marta Nuñez-Garcia , Nicolas Cedilnik , Shuman Jia , Hubert Cochet , Marco Lorenzi , et al.
STACOM 2020 - 11th International Workshop on Statistical Atlases and Computational Models of the Heart, Oct 2020, Lima, Peru. p.108--116
Communication dans un congrès hal-02961506v2

Towards a Multidimensional Assessment of Apathy in Neurocognitive Disorders

 Radia Zeghari , Philippe Robert , Valeria Manera , Marco Lorenzi , Alexandra König
AAIC 2019 - Alzheimer's Association International Conference, Jul 2019, Los Angeles, United States. 15 (7), pp.569, 2019, ⟨10.1016/j.jalz.2019.06.4514⟩
Poster de conférence hal-02339152v1
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Susceptibility of brain atrophy to TRIB3 in Alzheimer’s disease, evidence from functional prioritization in imaging genetics

 Marco Lorenzi , Andre Altmann , Boris Gutman , Selina Wray , Charles Arber , et al.
Proceedings of the National Academy of Sciences of the United States of America, 2018, 115 (12), pp.3162-3167. ⟨10.1073/pnas.1706100115⟩
Article dans une revue hal-01756811v1

Spatiotemporal analysis for detection of pre-symptomatic shape changes in neurodegenerative diseases: applied to GENFI study

 Claire Cury , Stanley Durrleman , David M. Cash , Marco Lorenzi , Jennifer M Nicholas , et al.
2018
Pré-publication, Document de travail hal-01856906v1
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Regional flux analysis of longitudinal atrophy in Alzheimer's disease

 Marco Lorenzi , Xavier Pennec , Nicholas Ayache , (adni) For The Alzheimer'S Disease Neuroimaging Initiative
Alzheimer's Association International Conference, Jul 2014, Copenhagen, Denmark
Communication dans un congrès hal-01015978v1
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Free-rider Attacks on Model Aggregation in Federated Learning

 Yann Fraboni , Richard Vidal , Marco Lorenzi
AISTATS 2021 - 24th International Conference on Artificial Intelligence and Statistics, Apr 2021, San Diego, United States
Communication dans un congrès hal-03123638v1
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Sparse Multi-Channel Variational Autoencoder for the Joint Analysis of Heterogeneous Data

 Luigi Antelmi , Nicholas Ayache , Philippe Robert , Marco Lorenzi
ICML 2019 - 36th International Conference on Machine Learning, Jun 2019, Long Beach, United States
Communication dans un congrès hal-02154181v1

Improving statistical power of glaucoma clinical trials using an ensemble of cyclical generative adversarial networks

 Georgios Lazaridis , Marco Lorenzi , Sebastien Ourselin , David Garway-Heath
Medical Image Analysis, 2021, 68, pp.101906. ⟨10.1016/j.media.2020.101906⟩
Article dans une revue hal-03374539v1
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Decoding genetic markers of multiple phenotypic layers through biologically constrained Genome-to-Phenome Bayesian Sparse Regression

 Marie Deprez , Julien Moreira , Maxime Sermesant , Marco Lorenzi
Frontiers in Molecular Medicine, In press, ⟨10.3389/fmmed.2022.830956⟩
Article dans une revue hal-03477486v1
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Parallel Transport with Pole Ladder: Application to Deformations of time Series of Images

 Marco Lorenzi , Xavier Pennec
GSI2013 - Geometric Science of Information, Aug 2013, Paris, France. pp.68-75, ⟨10.1007/978-3-642-40020-9_6⟩
Communication dans un congrès hal-00819898v1

A Vertex Clustering Model for Disease Progression: Application to Cortical Thickness Images

 Răzvan Valentin Marinescu , Arman Esaghi , Marco Lorenzi , Alexandra L. Young , Neil P. Oxtoby , et al.
International Conference on Information Processing in Medical Imaging (IPMI), Jul 2017, Boone, United States
Communication dans un congrès hal-01843387v1
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Longitudinal Analysis of Image Time Series with Diffeomorphic Deformations: A Computational Framework Based on Stationary Velocity Fields

 Mehdi Hadj-Hamou , Marco Lorenzi , Nicholas Ayache , Xavier Pennec
Frontiers in Neuroscience, 2016, 10 (236), pp.18. ⟨10.3389/fnins.2016.00236⟩
Article dans une revue hal-01329989v1
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Probabilistic Flux Analysis of Cerebral Longitudinal Atrophy

 Marco Lorenzi , Giovanni B. Frisoni , Nicholas Ayache , Xavier Pennec
MICCAI workshop on Novel Imaging Biomarkers for Alzheimer's Disease and Related Disorders (NIBAD'12), 2012, Nice, France. pp.256-265
Communication dans un congrès hal-00813846v1
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Modelling pathological processes from heterogeneous and high-dimensional biomedical data

 Marco Lorenzi
Medical Imaging. UCA, 2020
HDR tel-03150585v1
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Enhanced Distribution Modelling via Augmented Architectures For Neural ODE Flows

 Etrit Haxholli , Marco Lorenzi
DLDE-III Workshop in the 37th Conference on Neural Information Processing Systems (NeurIPS 2023), Dec 2023, New Orleans, Louisiana, United States
Communication dans un congrès hal-03911870v2
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Integration of Multimodal Data

 Marco Lorenzi , Marie Deprez , Irene Balelli , Ana L Aguila , Andre Altmann
Olivier Colliot. Machine Learning for Brain Disorders, NM197, Springer, pp.573 - 597, 2023, Neuromethods, 978-1-0716-3197-3. ⟨10.1007/978-1-0716-3195-9_19⟩
Chapitre d'ouvrage hal-04239814v1
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Assessing atrophy measurement techniques in dementia: Results from the MIRIAD atrophy challenge

 David M. Cash , Chris Frost , Leonardo O. Iheme , Devrim Ünay , Melek Kandemir , et al.
NeuroImage, 2015, 123, pp.149-164. ⟨10.1016/j.neuroimage.2015.07.087⟩
Article dans une revue hal-01203573v1
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Probabilistic disease progression modeling to characterize diagnostic uncertainty: application to staging and prediction in Alzheimer's disease

 Marco Lorenzi , Maurizio Filippone , Giovanni Frisoni , Daniel C Alexander , Sébastien Ourselin
NeuroImage, 2017
Article dans une revue hal-01617750v1
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