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Biophysics-based statistical learning: Application to heart and brain interactions

Jaume Banus , Marco Lorenzi , Oscar Camara , Maxime Sermesant
Medical Image Analysis, 2021, 72, ⟨10.1016/j.media.2021.102089⟩
Journal articles hal-03231513v1

Federated Learning in Distributed Medical Databases: Meta-Analysis of Large-Scale Subcortical Brain Data

Santiago Silva , Boris A Gutman , Eduardo Romero , Paul M. Thompson , Andre Altmann , et al.
International Symposium on Biomedical Imaging, Apr 2018, Venice, Italy
Conference papers hal-01963637v1
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Large Scale Cardiovascular Model Personalisation for Mechanistic Analysis of Heart and Brain Interactions

Jaume Banus , Marco Lorenzi , Oscar Camara , Maxime Sermesant
FIMH 2019 - 10th International Conference on Functional Imaging and Modeling of the Heart, Jun 2019, Bordeaux, France. pp.285-293, ⟨10.1007/978-3-030-21949-9_31⟩
Conference papers hal-02361466v1
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Genetic study of multimodal imaging Alzheimer’s disease progression score implicates novel loci

Marzia A Scelzi , Raiyan R Khan , Marco Lorenzi , Christopher Leigh , Michael D Greicius , et al.
Brain - A Journal of Neurology , 2018, 141 (7), pp.2167 - 2180. ⟨10.1093/brain/awy141⟩
Journal articles hal-01843380v1

Spatio-temporal model of atrophy progression in healthy subjects at risk for Alzheimer's disease

Marco Lorenzi , Xavier Pennec , Nicholas Ayache , Giovanni B. Frisoni
Alzheimer's Association International Conference 2012, Jul 2012, Vancouver, Canada. pp.P340-P341, ⟨10.1016/j.jalz.2012.05.938⟩
Conference papers hal-00876518v1
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Geodesics, Parallel Transport & One-parameter Subgroups for Diffeomorphic Image Registration

Marco Lorenzi , Xavier Pennec
Proceedings of the Third International Workshop on Mathematical Foundations of Computational Anatomy - Geometrical and Statistical Methods for Modelling Biological Shape Variability, Sep 2011, Toronto, Canada. pp.64-74
Conference papers inria-00623919v2
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Federated learning in Distributed Medical Databases: Meta-Analysis of Large-Scale Subcortical Brain Data (Supplementary Material)

Santiago Silva , Boris Gutman , Eduardo Romero , Paul M. Thompson , Andre Altmann , et al.
[Research Report] Inria & Université Cote d'Azur, CNRS, I3S, Sophia Antipolis, France. 2018
Reports hal-01895800v2

Enrichment through biomarkers in clinical trials of Alzheimer's drugs in patients with mild cognitive impairment

Marco Lorenzi , Michael Donohue , Donata Paternico , Cristina Scarpazza , Susanne Ostrowitzki , et al.
Neurobiology of Aging, 2010, pp.1443
Journal articles inria-00616109v1

Mapping longitudinal changes in the brain affected by Alzheimer's disease

Marco Lorenzi , G. Frisoni , Nicholas Ayache , Xavier Pennec
VPH European Conference, Sep 2010, Brussels, Belgium
Conference papers hal-00813774v1

Differentiating pathological brain atrophy from normal aging: a promising diagnostic tool for Alzheimer's disease

Marco Lorenzi , Nicholas Ayache , Xavier Pennec , Giovanni B. Frisoni
2nd Virtual Physiological Human European Conference (VPH2012), Sep 2012, London, United Kingdom
Conference papers hal-00813842v1

Disentangling the normal aging from the pathological Alzheimer's disease progression on structural MR images

Marco Lorenzi , Nicholas Ayache , Xavier Pennec , Giovanni B. Frisoni
5th Clinical Trials in Alzheimer's Disease (CTAD'12), Oct 2012, Monte Carlo, Monaco
Conference papers hal-00813844v1

Structural brain features of borderline personality and bipolar disorders

Roberta Rossi , Michela Pievani , Marco Lorenzi , Marina Boccardi , Rossella Beneduce , et al.
Psychiatry Research: Neuroimaging, 2012, 12, pp.83-91
Journal articles hal-00809081v1
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Sequential Informed Federated Unlearning: Efficient and Provable Client Unlearning in Federated Optimization

Yann Fraboni , Richard Vidal , Laetitia Kameni , Marco Lorenzi
2022
Preprints, Working Papers, ... hal-03910848v1
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Blood Levels of Omega 3 and 6 across the Progression of Alzheimer's Disease

Marco Lorenzi , Hélène Barelli
Alzheimer's Association International Conference (AAIC), 2018, Chicago, United States
Poster communications hal-02568454v1
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Sparse Scale-Space Decomposition of Volume Changes in Deformations Fields

Marco Lorenzi , Bjoern H. Menze , Marc Niethammer , Nicholas Ayache , Xavier Pennec
Medical Image Computing and Computer Aided Intervention (MICCAI), Sep 2013, Nagoya, Japan. pp.328-335, ⟨10.1007/978-3-642-40763-5_41⟩
Conference papers hal-00845758v1
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Voxel-based assessments of treatment effects on longitudinal brain changes in the Multidomain Alzheimer Preventive Trial cohort

Raphaël Sivera , Nicolas Capet , Valeria Manera , Roxane Fabre , Marco Lorenzi , et al.
Neurobiology of Aging, 2020, 94, pp.50-59. ⟨10.1016/j.neurobiolaging.2019.11.020⟩
Journal articles hal-02166357v2
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Prevalence of lack of interest and anhedonia in the general population of the UK Biobank

Valeria Manera , Luigi Antelmi , Radia Zeghari , Nicholas Ayache , Marco Lorenzi , et al.
AAIC 2019 - Alzheimer’s Association International Conference, Jul 2019, Los Angeles, United States
Poster communications hal-02174565v1
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Schilds Ladder for the parallel transport of deformations in time series of images

Marco Lorenzi , Nicholas Ayache , Xavier Pennec
IPMI - 22nd International Conference on Information Processing in Medical Images- 2011, Jul 2011, Kloster Irsee, Germany. pp.463--474, ⟨10.1007/978-3-642-22092-0_38⟩
Conference papers istex inria-00616210v1
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Discrete Ladders for Parallel Transport in Transformation Groups with an Affine Connection Structure

Marco Lorenzi , Xavier Pennec
Frank Nielsen. Geometric Theory of Information, Springer, pp.243-271, 2014, Signals and Communication Technology, ⟨10.1007/978-3-319-05317-2_9⟩
Book sections hal-00933229v1
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A Probabilistic Framework for Modeling the Variability Across Federated Datasets of Heterogeneous Multi-View Observations

Irene Balelli , Santiago Silva , Marco Lorenzi
International Conference on Information Processing in Medical Imaging, Jun 2021, Bornholm, Denmark
Conference papers hal-03152886v2
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Augmented Neural ODE Flows

Etrit Haxholli , Marco Lorenzi
2022
Preprints, Working Papers, ... hal-03911870v1

Monitoring the brain's longitudinal changes in clinical trials for Alzheimers disease: a robust and reliable non-rigid registration framework

Marco Lorenzi , Xavier Pennec , Giovanni B. Frisoni
Alzheimer's Association 2011 International Conference on Alzheimer's Disease (AAICAD), Jul 2011, Paris, France. pp.S376, ⟨10.1016/j.jalz.2011.05.1082⟩
Conference papers istex inria-00616203v1
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On Tail Decay Rate Estimation of Loss Function Distributions

Etrit Haxholli , Marco Lorenzi
2022
Preprints, Working Papers, ... hal-03911884v1

Effect of memantine on resting state default mode network activity in Alzheimer's disease

Marco Lorenzi , Alberto Beltramello , Nicola Mercuri , Elisa Canu , Giada Zoccatelli , et al.
Drugs and Aging, 2011, 28 (3), pp.205-217
Journal articles inria-00616182v1

Conversion to MCI in healthy individuals with abnormal CSF Ab42 levels is associated with specific longitudinal morphological changes

Marco Lorenzi , Martina Bochetta , Nicholas Ayache , Xavier Pennec , Giovanni B. Frisoni
Alzheimer's Association International Conference 2013, Jul 2013, Boston, United States. pp.P596, ⟨10.1016/j.jalz.2013.05.1189⟩
Conference papers hal-00874722v1
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A Biophysical Model of Shape Changes due to Atrophy in the Brain with Alzheimer's Disease

Bishesh Khanal , Marco Lorenzi , Nicholas Ayache , Xavier Pennec
MICCAI 2014 - 17th International Conference Medical Image Computing and Computer-Assisted Intervention, Sep 2014, Boston, United States. pp.41-48, ⟨10.1007/978-3-319-10470-6_6⟩
Conference papers hal-01006478v1

Enrichment through biomarkers in clinical trials of Alzheimer's drugs in patients with mild cognitive impairment

Marco Lorenzi , Michael Donohue , Donata Paternico , Cristina Scarpazza , Susanne Ostrowitzki , et al.
2010
Other publications hal-00813773v1
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Regional flux analysis of longitudinal atrophy in Alzheimer's disease

Marco Lorenzi , Nicholas Ayache , Xavier Pennec
Proceedings of Medical Image Computing and Computer Assisted Intervention 2012 (MICCAI), 2012, Nice, France. pp.739--746, ⟨10.1007/978-3-642-33415-3_91⟩
Conference papers hal-00813837v1
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Appendix Alzheimer's Disease Modelling and Staging through Independent Gaussian Process Analysis of Spatio-Temporal Brain Changes

Clement Abi Nader , Nicholas Ayache , Philippe Robert , Marco Lorenzi
2018
Other publications hal-01849180v1
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Simulating the outcome of amyloid treatments in Alzheimer's Disease from multi-modal imaging and clinical data

Clément Abi Nader , Nicholas Ayache , Giovanni B Frisoni , Philippe Robert , Marco Lorenzi
Brain Communications, 2021, ⟨10.1093/braincomms/fcab091⟩
Journal articles hal-02968724v4