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List of works by Marco Lorenzi

A Biophysical Model of Shape Changes due to Atrophy in the Brain with Alzheimer’s Disease

scientific article published in 2014

A Riemannian Framework for Intrinsic Comparison of Closed Genus-Zero Shapes

scientific article published on January 2015

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

scientific article published in 2017

A biophysical model of brain deformation to simulate and analyze longitudinal MRIs of patients with Alzheimer's disease

scientific article published on 31 March 2016

Accurate Small Deformation Exponential Approximant to Integrate Large Velocity Fields: Application to Image Registration

scientific article published in June 2016

Assessing atrophy measurement techniques in dementia: Results from the MIRIAD atrophy challenge

scientific article published on 11 August 2015

Disentangling normal aging from Alzheimer's disease in structural magnetic resonance images

scientific article published on 6 September 2014

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

scientific article published on March 2011

Efficient Gaussian Process-Based Modelling and Prediction of Image Time Series

scientific article published on January 2015

Efficient Parallel Transport of Deformations in Time Series of Images: From Schild’s to Pole Ladder

scientific article published on 30 October 2013

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

scientific article published on 11 June 2010

Geodesics, Parallel Transport & One-Parameter Subgroups for Diffeomorphic Image Registration

scientific article published on 6 December 2012

Impact of alcohol consumption in healthy adults: a magnetic resonance imaging investigation

scientific article

In vivo mapping of amyloid toxicity in Alzheimer disease.

scientific article published in April 2009

LCC-Demons: a robust and accurate symmetric diffeomorphic registration algorithm

scientific article

Longitudinal Analysis of Image Time Series with Diffeomorphic Deformations: A Computational Framework Based on Stationary Velocity Fields

scientific article published on 3 June 2016

Longitudinal Analysis of the Preterm Cortex Using Multi-modal Spectral Matching

scientific article published in 2016

Mapping the Effects of Aβ 1 − 42 Levels on the Longitudinal Changes in Healthy Aging: Hierarchical Modeling Based on Stationary Velocity Fields

scientific article published on 01 January 2011

Metabolic compensation and depression in Alzheimer's disease.

scientific article published on 27 January 2010

Multimodal Image Analysis in Alzheimer's Disease via Statistical Modelling of Non-local Intensity Correlations

scientific article published on 11 April 2016

Partial least squares modelling for imaging-genetics in Alzheimer's disease: Plausibility and generalization

scientific article published in April 2016

Predicting myocardial infarction through retinal scans and minimal personal information

scholarly article published in 2022

Probabilistic disease progression modeling to characterize diagnostic uncertainty: Application to staging and prediction in Alzheimer's disease

scientific article published on 24 October 2017

Regional flux analysis for discovering and quantifying anatomical changes: An application to the brain morphometry in Alzheimer's disease.

scientific article published on 8 May 2015

Schild's ladder for the parallel transport of deformations in time series of images

scientific article published in January 2011

Secure multivariate large-scale multi-centric analysis through on-line learning: an imaging genetics case study

scientific article published on 27 January 2017

Selection bias in the reported performances of AD classification pipelines

scientific article published on 24 December 2016

Simulating Patient Specific Multiple Time-Point MRIs from a Biophysical Model of Brain Deformation in Alzheimer’s Disease

scientific article published in 2016

Sparse Scale-Space Decomposition of Volume Changes in Deformations Fields

scientific article published in 2013

Spatio-Temporal Shape Analysis of Cross-Sectional Data for Detection of Early Changes in Neurodegenerative Disease

scientific article published in 2016

Structural brain features of borderline personality and bipolar disorders

scientific article published on 10 November 2012

Susceptibility of brain atrophy to in Alzheimer's disease, evidence from functional prioritization in imaging genetics

article published in the Proceedings of the National Academy of Sciences of the United States of America