Alessandro Daducci

Orcid: 0000-0002-4677-6678

According to our database1, Alessandro Daducci authored at least 46 papers between 2009 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Blurred streamlines: A novel representation to reduce redundancy in tractography.
Medical Image Anal., 2024

2023
Evaluation of tractogram filtering methods using human-like connectome phantoms.
NeuroImage, November, 2023

Tractography passes the test: Results from the diffusion-simulated connectivity (disco) challenge.
NeuroImage, August, 2023

2022
Quantitative mapping of the brain's structural connectivity using diffusion MRI tractography: A review.
NeuroImage, 2022

Bundle myelin fraction (BMF) mapping of different white matter connections using microstructure informed tractography.
NeuroImage, 2022

Incorporating outlier information into diffusion-weighted MRI modeling for robust microstructural imaging and structural brain connectivity analyses.
NeuroImage, 2022

Insights from the IronTract challenge: Optimal methods for mapping brain pathways from multi-shell diffusion MRI.
NeuroImage, 2022

Evaluating reproducibility and subject-specificity of microstructure-informed connectivity.
NeuroImage, 2022

Bundle-o-graphy: improving structural connectivity estimation with adaptive microstructure-informed tractography.
NeuroImage, 2022

Microstructure-Weighted Connectomics in Multiple Sclerosis.
Brain Connect., 2022

2021
Tractography dissection variability: What happens when 42 groups dissect 14 white matter bundles on the same dataset?
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NeuroImage, 2021

Comparison of diffusion MRI and CLARITY fiber orientation estimates in both gray and white matter regions of human and primate brain.
NeuroImage, 2021

Resolving bundle-specific intra-axonal <i>T</i><sub>2</sub> values within a voxel using diffusion-relaxation tract-based estimation.
NeuroImage, 2021

Comparison of non-parametric T<sub>2</sub> relaxometry methods for myelin water quantification.
Medical Image Anal., 2021

Fast Fiber Orientation Estimation in Diffusion MRI from kq-Space Sampling and Anatomical Priors.
J. Imaging, 2021

Hierarchical Microstructure Informed Tractography.
Brain Connect., 2021

Enhancing Reliability Of Structural Brain Connectivity With Outlier Adjusted Tractogram Filtering.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

RF-Isolation: A Novel Representation of Structural Connectivity Networks for Multiple Sclerosis Classification.
Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2021

2020
Higher Order Spherical Harmonics Reconstruction of Fetal Diffusion MRI With Intensity Correction.
IEEE Trans. Medical Imaging, 2020

A 4D Basis and Sampling Scheme for the Tensor Encoded Multi-Dimensional Diffusion MRI Signal.
IEEE Signal Process. Lett., 2020

2019
Limits to anatomical accuracy of diffusion tractography using modern approaches.
NeuroImage, 2019

Sparse wars: A survey and comparative study of spherical deconvolution algorithms for diffusion MRI.
NeuroImage, 2019

Cuda Parallelization of Commit Framework for Efficient Microstructure-Informed Tractography.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Learning Global Brain Microstructure Maps Using Trainable Sparse Encoders.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

2018
Surface-enhanced tractography (SET).
NeuroImage, 2018

Image processing and Quality Control for the first 10, 000 brain imaging datasets from UK Biobank.
NeuroImage, 2018

2017
Transient networks of spatio-temporal connectivity map communication pathways in brain functional systems.
NeuroImage, 2017

2016
Surface-driven registration method for the structure-informed segmentation of diffusion MR images.
NeuroImage, 2016

What lies beneath? Diffusion EAP-based study of brain tissue microstructure.
Medical Image Anal., 2016

Diffantom: Whole-Brain Diffusion MRI Phantoms Derived from Real Datasets of the Human Connectome Project.
Frontiers Neuroinformatics, 2016

Porting Matlab Applications to High-Performance C++ Codes: CPU/GPU-Accelerated Spherical Deconvolution of Diffusion MRI Data.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2016

2015
COMMIT: Convex Optimization Modeling for Microstructure Informed Tractography.
IEEE Trans. Medical Imaging, 2015

Accelerated Microstructure Imaging via Convex Optimization (AMICO) from diffusion MRI data.
NeuroImage, 2015

Structured sparsity for spatially coherent fibre orientation estimation in diffusion MRI.
NeuroImage, 2015

Quantitative Analysis of Myelin and Axonal Remodeling in the Uninjured Motor Network After Stroke.
Brain Connect., 2015

Accelerated microstructure imaging via convex optimisation for regions with multiple fibres (AMICOx).
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Structured sparsity through reweighting and application to diffusion MRI.
Proceedings of the 23rd European Signal Processing Conference, 2015

2014
Quantitative Comparison of Reconstruction Methods for Intra-Voxel Fiber Recovery From Diffusion MRI.
IEEE Trans. Medical Imaging, 2014

Sparse regularization for fiber ODF reconstruction: From the suboptimality of l<sub>2</sub> and l<sub>1</sub> priors to l<sub>0</sub>.
Medical Image Anal., 2014

Simulation-based evaluation of susceptibility distortion correction methods in diffusion MRI for connectivity analysis.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

2013
3-D Residual Eddy Current Field Characterisation: Applied to Diffusion Weighted Magnetic Resonance Imaging.
IEEE Trans. Medical Imaging, 2013

A convex optimization framework for global tractography.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

2012
A multi-center study: Intra-scan and inter-scan variability of diffusion spectrum imaging.
NeuroImage, 2012

2011
The Connectome Viewer Toolkit: An Open Source Framework to Manage, Analyze, and Visualize Connectomes.
Frontiers Neuroinformatics, 2011

Towards a diffusion image processing validation and accuracy prediction framework.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

2009
Learning Approach to Analyze Tumour Heterogeneity in DCE-MRI Data During Anti-cancer Treatment.
Proceedings of the Artificial Intelligence in Medicine, 2009


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