Alessandro Daducci

发表

Accelerated microstructure imaging via convex optimisation for regions with multiple fibres (AMICOx)

Daniel C. Alexander, Jean-Philippe Thiran, Anna Auría, 2015, 2015 IEEE International Conference on Image Processing (ICIP).

Structured sparsity through reweighting and application to diffusion MRI

Jean-Philippe Thiran, Yves Wiaux, Anna Auría, 2015, 2015 23rd European Signal Processing Conference (EUSIPCO).

Efficient sampling and robust 3D diffusion magnetic resonance imaging signal reconstruction

Rodney A. Kennedy, Zubair Khalid, Jason D. McEwen, 2018 .

Graph theory to analyse developmental plasticity in connectivity of preterm children

Jean-Philippe Thiran, Alessandra Griffa, Alessandro Daducci, 2012 .

Limits to anatomical accuracy of diffusion tractography using modern approaches

Peter F. Neher, Prasanna Parvathaneni, Yonggang Shi, 2018, NeuroImage.

Tractostorm: Rater reproducibility assessment in tractography dissection of the pyramidal tract

Sandip S. Panesar, Franco Pestilli, Laurent Petit, 2019, bioRxiv.

Global Tractography with Embedded Anatomical Priors for Quantitative Connectivity Analysis

Jean-Philippe Thiran, Alia Lemkaddem, Alessandro Daducci, 2014, Front. Neurol..

Optimal-Dimensionality Sampling and Robust 3D Diffusion Signal Reconstruction

Rodney A. Kennedy, Zubair Khalid, Jason D. McEwen, 2018 .

Hierarchical Tractography Optimisation

Matteo Frigo, Jean-Philippe Thiran, Alessandro Daducci, 2017 .

A Connectome-Based Comparison of Diffusion MRI Schemes

Jean-Philippe Thiran, Alan Connelly, Reto Meuli, 2013, PloS one.

Spherical Deconvolution of Multichannel Diffusion MRI Data with Non-Gaussian Noise Models and Spatial Regularization

Stamatios N. Sotiropoulos, Santiago Aja-Fernández, Lester Melie-García, 2014, PloS one.

AxTract: Toward microstructure informed tractography

Rachid Deriche, Jean-Philippe Thiran, Demian Wassermann, 2017, Human brain mapping.

A 4D Basis and Sampling Scheme for the Tensor Encoded Multi-Dimensional Diffusion MRI Signal

Parastoo Sadeghi, Alessandro Daducci, Alice P. Bates, 2020, IEEE Signal Processing Letters.

Learning Approach to Analyze Tumour Heterogeneity in DCE-MRI Data During Anti-cancer Treatment

Umberto Castellani, Vittorio Murino, Marco Cristani, 2009, AIME.

Towards a diffusion image processing validation and accuracy prediction framework

Meritxell Bach Cuadra, Jean-Philippe Thiran, Cristina Granziera, 2011, 2011 18th IEEE International Conference on Image Processing.

3-D Residual Eddy Current Field Characterisation: Applied to Diffusion Weighted Magnetic Resonance Imaging

Thorsten Feiweier, Rolf Gruetter, Kieran O'Brien, 2013, IEEE Transactions on Medical Imaging.

A convex optimization framework for global tractography

Jean-Philippe Thiran, Alessandro Dal Palù, Alia Lemkaddem, 2013, 2013 IEEE 10th International Symposium on Biomedical Imaging.

Accelerated Microstructure Imaging via Convex Optimization (AMICO) from diffusion MRI data

Jean-Philippe Thiran, Tim B. Dyrby, Hui Zhang, 2015, NeuroImage.

Improving Graph-Based Tractography Plausibility Using Microstructure Information

Jean-Philippe Thiran, Alessandro Daducci, Simona Schiavi, 2019, Computational Diffusion MRI.

What lies beneath? Diffusion EAP-based study of brain tissue microstructure

Cristina Granziera, Mauro Zucchelli, Gloria Menegaz, 2016, Medical Image Anal..

Local vs global tractography to study brain connectivity

Jean-Philippe Thiran, Alessandra Griffa, Alia Lemkaddem, 2013 .

COMMIT: Convex Optimization Modeling for Microstructure Informed Tractography

Jean-Philippe Thiran, Alessandro Dal Palù, Alia Lemkaddem, 2015, IEEE Transactions on Medical Imaging.

A Novel Spatial-Angular Domain Regularisation Approach for Restoration of Diffusion MRI

Jean-Philippe Thiran, Alessandro Daducci, Maria Deprez, 2019, Computational Diffusion MRI.

Porting Matlab Applications to High-Performance C++ Codes: CPU/GPU-Accelerated Spherical Deconvolution of Diffusion MRI Data

Jesús Carretero, Francisco Javier García Blas, José Daniel García Sánchez, 2016, ICA3PP.

Voxel size matters: big voxels are required to generate realistic extra-axonal dMRI signals from Monte Carlo simulations

Jean-Philippe Thiran, Tim B. Dyrby, Alessandro Daducci, 2018 .

MRI characterization of brain aging: an experimental study in animals

Alessandro Daducci, Nicolò Sonato, Silvia Fiorini, 2010 .

Simulation-based evaluation of susceptibility distortion correction methods in diffusion MRI for connectivity analysis

Meritxell Bach Cuadra, María J. Ledesma-Carbayo, Andrés Santos, 2014, 2014 IEEE 11th International Symposium on Biomedical Imaging (ISBI).

Learning Global Brain Microstructure Maps Using Trainable Sparse Encoders

Gabriel Girard, Jean-Philippe Thiran, Alessandro Daducci, 2019, 2019 IEEE International Conference on Image Processing (ICIP).

Diffantom: Whole-Brain Diffusion MRI Phantoms Derived from Real Datasets of the Human Connectome Project

Meritxell Bach Cuadra, María J. Ledesma-Carbayo, Andrés Santos, 2015, bioRxiv.

Transient networks of spatio-temporal connectivity map communication pathways in brain functional systems

Xavier Bresson, Jean-Philippe Thiran, Pierre Vandergheynst, 2017, NeuroImage.

l0-deconvolution for compressive diffusion MRI

Jean-Philippe Thiran, Yves Wiaux, Alessandro Daducci, 2013 .

Assessment of bundle-specific axon diameter distributions using diffusion MRI tractography

Jean-Philippe Thiran, Tim B. Dyrby, Daniel C. Alexander, 2016 .

Cuda Parallelization of Commit Framework for Efficient Microstructure-Informed Tractography

Mario Ocampo-Pineda, Alessandro Daducci, Alonso Ramirez-Manzanares, 2019, 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019).

Unified multi-modal characterization of microstructural parameters of brain tissue using diffusion MRI and multi-echo T2 data

Jean-Philippe Thiran, Alessandro Daducci, Marco Pizzolato, 2018 .

Higher order spherical harmonics reconstruction of fetal diffusion MRI with intensity correction

Joseph V. Hajnal, Anthony Price, Alessandro Daducci, 2018, bioRxiv.

Sparse wars: A survey and comparative study of spherical deconvolution algorithms for diffusion MRI

Gabriel Girard, Jean-Philippe Thiran, Yasser Alemán-Gómez, 2019, NeuroImage.

Quantitative Comparison of Reconstruction Methods for Intra-Voxel Fiber Recovery From Diffusion MRI

Rachid Deriche, Maxime Descoteaux, Mathews Jacob, 2014, IEEE Transactions on Medical Imaging.

Microstructure Informed Tractography: Pitfalls and Open Challenges

Alessandro Daducci, Jean-Philippe Thiran, Maxime Descoteaux, 2016, Front. Neurosci..

Reducing false positive connection in tractograms using joint structure-function filtering

Rachid Deriche, Demian Wassermann, Matteo Frigo, 2018 .

Assessing feasibility and reproducibility of a bundle-specific framework on in vivo axon diameter estimates at 300mT/m

Jean-Philippe Thiran, Giorgio M. Innocenti, Derek K. Jones, 2018 .

The Connectome Viewer Toolkit: An Open Source Framework to Manage, Analyze, and Visualize Connectomes

Jean-Philippe Thiran, Reto Meuli, Patric Hagmann, 2011, Front. Neuroinform..

Non-invasive quantification of prostate cancer with VERDICT MRI: A repeatability study

David Atkinson, Eleftheria Panagiotaki, Shonit Punwani, 2016 .

Fast Fiber Orientation Estimation in Diffusion MRI from kq-Space Sampling and Anatomical Priors

Jean-Philippe Thiran, Audrey Repetti, Anna Auría, 2018, J. Imaging.

Quantitative Analysis of Myelin and Axonal Remodeling in the Uninjured Motor Network After Stroke

Jean-Philippe Thiran, Reto Meuli, Cristina Granziera, 2015, Brain Connect..

VERDICT prostate parameter estimation with AMICO

David Atkinson, David J. Hawkes, Daniel C. Alexander, 2018 .

Surface-enhanced tractography (SET)

Maxime Descoteaux, Gabriel Girard, Alessandro Daducci, 2017, NeuroImage.

Phantomas: a flexible software library to simulate diffusion MR phantoms

Jean-Philippe Thiran, Maxime Descoteaux, Ragini Verma, 2014 .

Tractography Reproducibility Challenge with Empirical Data (TraCED): The 2017 ISMRM Diffusion Study Group Challenge

Peter F. Neher, Arthur W. Toga, Ragini Verma, 2018, bioRxiv.

Image processing and Quality Control for the first 10,000 brain imaging datasets from UK Biobank

Ludovica Griffanti, Mark Jenkinson, Stephen M. Smith, 2017, NeuroImage.

Graph-based analysis of the structural connectivity network modulation in stroke patients

Cristina Granziera, Gloria Menegaz, Silvia Francesca Storti, 2016 .

Sparse regularization for fiber ODF reconstruction: from the suboptimality of $\ell_2$ and $\ell_1$ priors to $\ell_0$

Jean-Philippe Thiran, Dimitri Van De Ville, Yves Wiaux, 2012, 1208.2247.

A multi-center study: Intra-scan and inter-scan variability of diffusion spectrum imaging

Reto Meuli, Jean-Philippe Thiran, Margitta Seeck, 2012, NeuroImage.

Testing the variability of Diffusion Spectrum Imaging (DSI): Inter- and intra-site comparison on "identical" 3T scanners

Reto Meuli, Margitta Seeck, Alia Lemkaddem, 2011 .

Surface-driven registration method for the structure-informed segmentation of diffusion MR images

Andrés Santos, Dominique Zosso, Jean-Philippe Thiran, 2015 .

Surface-driven registration method for the structure-informed segmentation of diffusion MR images

Meritxell Bach Cuadra, María J. Ledesma-Carbayo, Andrés Santos, 2015, NeuroImage.

Structured sparsity for spatially coherent fibre orientation estimation in diffusion MRI

Jean-Philippe Thiran, Yves Wiaux, Anna Auría, 2015, NeuroImage.

Tractography reproducibility challenge with empirical data (TraCED): The 2017 ISMRM diffusion study group challenge

Jean-Philippe Thiran, Ragini Verma, Yuankai Huo, 2019, Journal of magnetic resonance imaging : JMRI.

Challenges in diffusion MRI tractography - Lessons learned from international benchmark competitions.

Bennett A Landman, Vishwesh Nath, Cyril Poupon, 2019, Magnetic resonance imaging.

Advances in computational and statistical diffusion MRI

Christophe Lenglet, Demian Wassermann, Alessandro Daducci, 2019, NMR in biomedicine.

Comparison of non-parametric T2 relaxometry methods for myelin water quantification

Jean-Philippe Thiran, Tobias Kober, Alessandro Daducci, 2021, Medical Image Anal..

Enhancing Reliability Of Structural Brain Connectivity With Outlier Adjusted Tractogram Filtering

Cristina Granziera, Viljami Sairanen, Mario Ocampo-Pineda, 2021, 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI).

GAMER-MRI in Multiple Sclerosis Identifies the Diffusion-Based Microstructural Measures That Are Most Sensitive to Focal Damage: A Deep-Learning-Based Analysis and Clinico-Biological Validation

Ludwig Kappos, Cristina Granziera, Philippe Cattin, 2021, Frontiers in Neuroscience.

Improving Tractography Accuracy Using Dynamic Filtering

Maxime Descoteaux, Alessandro Daducci, Simona Schiavi, 2021 .

Tractography dissection variability: What happens when 42 groups dissect 14 white matter bundles on the same dataset?

Jean-Philippe Thiran, Christophe Lenglet, Maxime Descoteaux, 2021, NeuroImage.

Incorporating outlier information into diffusion MR tractogram filtering for robust structural brain connectivity and microstructural analyses

Cristina Granziera, Viljami Sairanen, Mario Ocampo-Pineda, 2021, bioRxiv.

Hierarchical Microstructure Informed Tractography

Maxime Descoteaux, Gabriel Girard, Mario Ocampo-Pineda, 2021, Brain Connect..

Resolving bundle-specific intra-axonal T 2 values within a voxel using diffusion-relaxation tract-based estimation

Jean-Philippe Thiran, Cristina Granziera, Derek K. Jones, 2020, NeuroImage.

Tractometry of the subcortical motor network using SHORE- based indices

Cristina Granziera, Mauro Zucchelli, Gloria Menegaz, 2015 .

Manganese-enhanced magnetic resonance imaging investigation of the interferon-α model of depression in rats.

Angelo Bifone, Alessandro Daducci, Andrea Sbarbati, 2014, Magnetic resonance imaging.

Diffusion MRI characterization of stroke lesions using 3D-SHORE microstructural indices

Cristina Granziera, Mauro Zucchelli, Gloria Menegaz, 2016 .

VERDICT‐AMICO: Ultrafast fitting algorithm for non‐invasive prostate microstructure characterization

David Atkinson, Daniel C Alexander, Eleftheria Panagiotaki, 2018, NMR in biomedicine.

Accelerated Microstructure Imaging via Convex Optimization (AMICO) in crossing fibers

Jean-Philippe Thiran, Tim B. Dyrby, Daniel C. Alexander, 2015 .

Non-invasive quantification of prostate cancer using AMICO framework for VERDICT MRI

David Atkinson, Daniel C. Alexander, Eleftheria Panagiotaki, 2016 .

Cortico-Subcortical motor network integrity relates to functional recovery after stroke

Cristina Granziera, Mauro Zucchelli, Gloria Menegaz, 2016 .

Are SHORE-based biomarkers suitable descriptors for microstructure in DSI?

Cristina Granziera, Mauro Zucchelli, Gloria Menegaz, 2015 .

Spherical deconvolution of multichannel diffusion MRI data with non-Gaussian noise models and total variation spatial regularization

Jean-Philippe Thiran, Stamatios N. Sotiropoulos, Santiago Aja-Fernández, 2014 .

Connectivity and tissue microstructural alterations in right and left temporal lobe epilepsy revealed by diffusion spectrum imaging

Jean-Philippe Thiran, Margitta Seeck, Serge Vulliémoz, 2014, NeuroImage: Clinical.

Diffusion Spectrum Imaging after stroke shows structural changes in the contra-lateral motor network correlating with functional recovery

Jean-Philippe Thiran, Reto Meuli, Cristina Granziera, 2011 .

A new early and automated MRI-based predictor of motor improvement after stroke

Jean-Philippe Thiran, Alexis Roche, Reto Meuli, 2012, Neurology.

Microstructure driven tractography in the human brain

Rachid Deriche, Maxime Descoteaux, Demian Wassermann, 2016 .

Tract-based assessment of the subcortical motor network plasticity after stroke

Jean-Philippe Thiran, Reto Meuli, Cristina Granziera, 2014 .

Cerebellar Connectomics Provide New Biomarkers in Early Multiple Sclerosis

Jean-Philippe Thiran, Dimitri Van De Ville, Alexis Roche, 2014 .

Reweighted sparse deconvolution for high angular resolution diffusion MRI

Jean-Philippe Thiran, Dimitri Van De Ville, Yves Wiaux, 2012 .

A diffusion spectrum imaging study of the cortico-subcortical motor connections after stroke

Jean-Philippe Thiran, Reto Meuli, Cristina Granziera, 2013 .