Mauro Zucchelli

发表

A Closed-Form Solution of Rotation Invariant Spherical Harmonic Features in Diffusion MRI

Rachid Deriche, Mauro Zucchelli, Samuel Deslauriers-Gauthier, 2018, Computational Diffusion MRI.

A Generalized SMT-Based Framework for Diffusion MRI Microstructural Model Estimation

M. Descoteaux, G. Menegaz, Mauro Zucchelli, 2018, MICCAI 2018.

From time series to biological network regulations: an evolutionary approach.

Mauro Zucchelli, V. Manca, A. Castellini, 2013, Molecular bioSystems.

On the Viability of Diffusion MRI-Based Microstructural Biomarkers in Ischemic Stroke

Cristina Granziera, Mauro Zucchelli, Gloria Menegaz, 2018, Front. Neurosci..

A Riemannian Revisiting of Structure–Function Mapping Based on Eigenmodes

R. Deriche, Mauro Zucchelli, Samuel Deslauriers-Gauthier, 2022, Frontiers in Neuroimaging.

A Novel Characterization of Traumatic Brain Injury in White Matter with Diffusion MRI Spherical-Harmonics Rotation Invariants

R. Deriche, D. Parker, R. Verma, 2019 .

Multi-Tensor MAPMRI: How to Estimate Microstructural Information from Crossing Fibers

G. Menegaz, Mauro Zucchelli, L. Brusini, 2016, MICCAI 2016.

In-vivo quantification of brain microstructure: a preliminary analysis using the SHORE diffusion model

Mauro Zucchelli, Gloria Menegaz, Stefania Montemezzi, 2015 .

Diffusion MRI characterization of glioma using MAPMRI reconstruction: a preliminary study

Mauro Zucchelli, Gloria Menegaz, Stefania Montemezzi, 2016 .

DORIS: A diffusion MRI-based 10 tissue class deep learning segmentation algorithm tailored to improve anatomically-constrained tractography

R. Deriche, M. Descoteaux, Pierre-Marc Jodoin, 2022, Frontiers in Neuroimaging.

Brain Tissue Microstructure Characterization Using dMRI Based Autoencoder Neural-Networks

Rachid Deriche, Mauro Zucchelli, Samuel Deslauriers-Gauthier, 2021, CDMRI@MICCAI.

Multi-Tissue Multi-Compartment models of diffusion MRI

R. Deriche, Rutger Fick, Mauro Zucchelli, 2021, bioRxiv.

Ensemble average propagator-based detection of microstructural alterations after stroke

Cristina Granziera, Mauro Zucchelli, Gloria Menegaz, 2016, International Journal of Computer Assisted Radiology and Surgery.

An evolutionary procedure for inferring MP systems regulation functions of biological networks

Mauro Zucchelli, V. Manca, A. Castellini, 2015, Natural Computing.

Towards an Evolutionary Procedure for Reverse-Engineering Biological Networks

Vincenzo Manca, Mauro Zucchelli, Alberto Castellini, 2012, ICARIS.

On the generalizability of diffusion MRI signal representations across acquisition parameters, sequences and tissue types: Chronicles of the MEMENTO challenge

Derek K. Jones, R. Deriche, B. Jeurissen, 2021, NeuroImage.

Interpretable deep learning as a means for decrypting disease signature in multiple sclerosis

R. Deriche, M. Calabrese, G. Menegaz, 2021, Journal of neural engineering.

A computational Framework for generating rotation invariant features and its application in diffusion MRI

Rachid Deriche, Mauro Zucchelli, Samuel Deslauriers-Gauthier, 2019, Medical Image Anal..

The confinement tensor model improves characterization of diffusion-weighted magnetic resonance data with varied timing parameters

Mauro Zucchelli, Gloria Menegaz, Maryam Afzali, 2016, 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI).

A unified framework for multimodal structure-function mapping based on eigenmodes

Rachid Deriche, Matteo Frigo, Mauro Zucchelli, 2020, Medical Image Anal..

Sparse Reconstruction Challenge for diffusion MRI: Validation on a physical phantom to determine which acquisition scheme and analysis method to use?

Rachid Deriche, Maxime Descoteaux, Samuel St-Jean, 2015, Medical Image Anal..

C-Link: A Hierarchical Clustering Approach to Large-scale Near-optimal Coalition Formation

Sarvapali D. Ramchurn, Manuele Bicego, Alessandro Farinelli, 2013, IJCAI.

Assessment of Mean Apparent Propagator-Based Indices as Biomarkers of Axonal Remodeling after Stroke

Cristina Granziera, Mauro Zucchelli, Gloria Menegaz, 2015, MICCAI.

Tractography passes the test: Results from the diffusion-simulated connectivity (disco) challenge

R. Deriche, L. Concha, J. Thiran, 2023, NeuroImage.

Can Diffusion MRI Reveal Stroke-Induced Microstructural Changes in GM?

Cristina Granziera, Mauro Zucchelli, Gloria Menegaz, 2018, BrainLes@MICCAI.