User profiles for A. Daducci

Alessandro Daducci

University of Verona, Italy
Verified email at univr.it
Cited by 7174

[HTML][HTML] Quantitative mapping of the brain's structural connectivity using diffusion MRI tractography: A review

F Zhang, A Daducci, Y He, S Schiavi, C Seguin… - Neuroimage, 2022 - Elsevier
Diffusion magnetic resonance imaging (dMRI) tractography is an advanced imaging technique
that enables in vivo reconstruction of the brain’s white matter connections at macro scale. …

Challenges in diffusion MRI tractography–Lessons learned from international benchmark competitions

KG Schilling, A Daducci, K Maier-Hein… - Magnetic resonance …, 2019 - Elsevier
Diffusion MRI (dMRI) fiber tractography has become a pillar of the neuroimaging community
due to its ability to noninvasively map the structural connectivity of the brain. Despite …

[HTML][HTML] The challenge of mapping the human connectome based on diffusion tractography

…, M Catani, L Petit, E Caruyer, A Daducci… - Nature …, 2017 - nature.com
Tractography based on non-invasive diffusion imaging is central to the study of human brain
connectivity. To date, the approach has not been systematically validated in ground truth …

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

…, M Webster, P McCarthy, C Rorden, A Daducci… - Neuroimage, 2018 - Elsevier
UK Biobank is a large-scale prospective epidemiological study with all data accessible to
researchers worldwide. It is currently in the process of bringing back 100,000 of the original …

Tractostorm: The what, why, and how of tractography dissection reproducibility

F Rheault, A De Benedictis, A Daducci… - Human brain …, 2020 - Wiley Online Library
Investigative studies of white matter (WM) brain structures using diffusion MRI (dMRI)
tractography frequently require manual WM bundle segmentation, often called “virtual dissection.” …

[HTML][HTML] Accelerated microstructure imaging via convex optimization (AMICO) from diffusion MRI data

A Daducci, EJ Canales-Rodríguez, H Zhang, TB Dyrby… - Neuroimage, 2015 - Elsevier
Microstructure imaging from diffusion magnetic resonance (MR) data represents an invaluable
tool to study non-invasively the morphology of tissues and to provide a biological insight …

[HTML][HTML] The connectome mapper: an open-source processing pipeline to map connectomes with MRI

A Daducci, S Gerhard, A Griffa, A Lemkaddem… - PloS one, 2012 - journals.plos.org
Researchers working in the field of global connectivity analysis using diffusion magnetic
resonance imaging (MRI) can count on a wide selection of software packages for processing …

[HTML][HTML] An evaluation of volume-based morphometry for prediction of mild cognitive impairment and Alzheimer's disease

…, D Ribes, A Abdulkadir, M Bach-Cuadra, A Daducci… - NeuroImage: Clinical, 2015 - Elsevier
Voxel-based morphometry from conventional T1-weighted images has proved effective to
quantify Alzheimer's disease (AD) related brain atrophy and to enable fairly accurate …

COMMIT: convex optimization modeling for microstructure informed tractography

A Daducci, A Dal Palù, A Lemkaddem… - IEEE transactions on …, 2014 - ieeexplore.ieee.org
Tractography is a class of algorithms aiming at in vivo mapping the major neuronal
pathways in the white matter from diffusion magnetic resonance imaging (MRI) data. These …

Limits to anatomical accuracy of diffusion tractography using modern approaches

…, Y Shi, M Ocampo-Pineda, S Schiavi, A Daducci… - Neuroimage, 2019 - Elsevier
Diffusion MRI fiber tractography is widely used to probe the structural connectivity of the brain,
with a range of applications in both clinical and basic neuroscience. Despite widespread …