Alessandro Daducci

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 37

Top Topics

Brain Connectivity

Corpus Callosum

Top Venues

Medical Image Anal.

IEEE Trans. Medical Imaging

Publications

Ilaria Gabusi, Matteo Battocchio, Sara Bosticardo, Simona Schiavi, Alessandro Daducci
Blurred streamlines: A novel representation to reduce redundancy in tractography. Medical Image Anal. 93 (2024)
Tabinda Sarwar, Kotagiri Ramamohanarao, Alessandro Daducci, Simona Schiavi, Robert E. Smith, Andrew Zalesky
Evaluation of tractogram filtering methods using human-like connectome phantoms. NeuroImage 281 (2023)
Gabriel Girard, Jonathan Rafael-Patino, Raphaël Truffet, Dogu Baran Aydogan, Nagesh Adluru, Veena A. Nair, Vivek Prabhakaran, Barbara B. Bendlin, Andrew L. Alexander, Sara Bosticardo, Ilaria Gabusi, Mario Ocampo-Pineda, Matteo Battocchio, Zuzana Piskorova, Pietro Bontempi, Simona Schiavi, Alessandro Daducci, Aleksandra Stafiej, Dominika Ciupek, Fabian Bogusz, Tomasz Pieciak, Matteo Frigo, Sara Sedlar, Samuel Deslauriers-Gauthier, Ivana Kojcic, Mauro Zucchelli, Hiba Laghrissi, Yang Ji, Rachid Deriche, Kurt G. Schilling, Bennett A. Landman, Alberto Cacciola, Gianpaolo Antonio Basile, Salvatore Bertino, Nancy Newlin, Praitayini Kanakaraj, Francois Rheault, Patryk Filipiak, Timothy M. Shepherd, Ying-Chia Lin, Dimitris G. Placantonakis, Fernando E. Boada, Steven H. Baete, Erick Hernandez-Gutierrez, Alonso Ramirez-Manzanares, Ricardo Coronado-Leija, Pablo Stack-Sánchez, Luis Concha, Maxime Descoteaux, Sina Mansour L, Caio Seguin, Andrew Zalesky, Kenji Marshall, Erick Jorge Canales-Rodríguez, Ye Wu, Sahar Ahmad, Pew-Thian Yap, Antoine Théberge, Florence Gagnon, Frédéric Massi, Elda Fischi Gomez, Remy Gardier, Juan Luis Villarreal-Haro, Marco Pizzolato, Emmanuel Caruyer, Jean-Philippe Thiran
Tractography passes the test: Results from the diffusion-simulated connectivity (disco) challenge. NeuroImage 277 (2023)
Fan Zhang, Alessandro Daducci, Yong He, Simona Schiavi, Caio Seguin, Robert E. Smith, Chun-Hung Yeh, Tengda Zhao, Lauren J. O'Donnell
Quantitative mapping of the brain's structural connectivity using diffusion MRI tractography: A review. NeuroImage 249 (2022)
Philipp J. Koch, Gabriel Girard, Julia Brügger, Andéol Cadic-Melchior, Elena Beanato, Chang-Hyun Park, Takuya Morishita, Maximilian Jonas Wessel, Marco Pizzolato, Erick Jorge Canales-Rodríguez, Elda Fischi Gomez, Simona Schiavi, Alessandro Daducci, Gian Franco Piredda, Tom Hilbert, Tobias Kober, Jean-Philippe Thiran, Friedhelm C. Hummel
Evaluating reproducibility and subject-specificity of microstructure-informed connectivity. NeuroImage 258 (2022)
Chiara Maffei, Gabriel Girard, Kurt G. Schilling, Dogu Baran Aydogan, Nagesh Adluru, Andrey Zhylka, Ye Wu, Matteo Mancini, Andac Hamamci, Alessia Sarica, Achille Teillac, Steven H. Baete, Davood Karimi, Fang-Cheng Yeh, Mert E. Yildiz, Ali Gholipour, Yann Bihan-Poudec, Bassem Hiba, Andrea Quattrone, Aldo Quattrone, Tommy Boshkovski, Nikola Stikov, Pew-Thian Yap, Alberto De Luca, Josien P. W. Pluim, Alexander Leemans, Vivek Prabhakaran, Barbara B. Bendlin, Andrew L. Alexander, Bennett A. Landman, Erick Jorge Canales-Rodríguez, Muhamed Barakovic, Jonathan Rafael-Patino, Thomas Yu, Gaëtan Rensonnet, Simona Schiavi, Alessandro Daducci, Marco Pizzolato, Elda Fischi Gomez, Jean-Philippe Thiran, George Dai, Giorgia Grisot, Nikola Lazovski, Santi Puch, Marc Ramos, Paulo Rodrigues, Vesna Prckovska, Robert Jones, Julia Lehman, Suzanne N. Haber, Anastasia Yendiki
Insights from the IronTract challenge: Optimal methods for mapping brain pathways from multi-shell diffusion MRI. NeuroImage 257 (2022)
Viljami Sairanen, Mario Ocampo-Pineda, Cristina Granziera, Simona Schiavi, Alessandro Daducci
Incorporating outlier information into diffusion-weighted MRI modeling for robust microstructural imaging and structural brain connectivity analyses. NeuroImage 247 (2022)
Matteo Battocchio, Simona Schiavi, Maxime Descoteaux, Alessandro Daducci
Bundle-o-graphy: improving structural connectivity estimation with adaptive microstructure-informed tractography. NeuroImage 263 (2022)
Simona Schiavi, Po-Jui Lu, Matthias Weigel, Antoine Lutti, Derek K. Jones, Ludwig Kappos, Cristina Granziera, Alessandro Daducci
Bundle myelin fraction (BMF) mapping of different white matter connections using microstructure informed tractography. NeuroImage 249 (2022)
Sara Bosticardo, Simona Schiavi, Sabine Schaedelin, Po-Jui Lu, Muhamed Barakovic, Matthias Weigel, Ludwig Kappos, Jens Kuhle, Alessandro Daducci, Cristina Granziera
Microstructure-Weighted Connectomics in Multiple Sclerosis. Brain Connect. 12 (1) (2022)
Marica Pesce, Audrey Repetti, Anna Auría, Alessandro Daducci, Jean-Philippe Thiran, Yves Wiaux
Fast Fiber Orientation Estimation in Diffusion MRI from kq-Space Sampling and Anatomical Priors. J. Imaging 7 (11) (2021)
Christoph Leuze, Maged Goubran, Muhamed Barakovic, Markus Aswendt, Qiyuan Tian, Brian Hsueh, A. Crow, E. M. M. Weber, Gary Steinberg, Michael Zeineh, E. D. Plowey, Alessandro Daducci, Giorgio M. Innocenti, Jean-Philippe Thiran, Karl Deisseroth, Jennifer A. McNab
Comparison of diffusion MRI and CLARITY fiber orientation estimates in both gray and white matter regions of human and primate brain. NeuroImage 228 (2021)
Mario Ocampo-Pineda, Simona Schiavi, François Rheault, Gabriel Girard, Laurent Petit, Maxime Descoteaux, Alessandro Daducci
Hierarchical Microstructure Informed Tractography. Brain Connect. 11 (2) (2021)
Antonella Mensi, Simona Schiavi, Maria Petracca, Nicole Graziano, Alessandro Daducci, Matilde Inglese, Manuele Bicego
RF-Isolation: A Novel Representation of Structural Connectivity Networks for Multiple Sclerosis Classification. CIBB (2021)
Erick Jorge Canales-Rodríguez, Marco Pizzolato, Gian Franco Piredda, Tom Hilbert, Nicolas Kunz, Caroline Pot, Thomas Yu, Raymond Salvador, Edith Pomarol-Clotet, Tobias Kober, Jean-Philippe Thiran, Alessandro Daducci
relaxometry methods for myelin water quantification. Medical Image Anal. 69 (2021)
Muhamed Barakovic, Chantal M. W. Tax, Umesh S. Rudrapatna, Maxime Chamberland, Jonathan Rafael-Patino, Cristina Granziera, Jean-Philippe Thiran, Alessandro Daducci, Erick Jorge Canales-Rodríguez, Derek K. Jones
values within a voxel using diffusion-relaxation tract-based estimation. NeuroImage 227 (2021)
Kurt G. Schilling, François Rheault, Laurent Petit, Colin B. Hansen, Vishwesh Nath, Fang-Cheng Yeh, Gabriel Girard, Muhamed Barakovic, Jonathan Rafael-Patino, Thomas Yu, Elda Fischi Gomez, Marco Pizzolato, Mario Ocampo-Pineda, Simona Schiavi, Erick Jorge Canales-Rodríguez, Alessandro Daducci, Cristina Granziera, Giorgio M. Innocenti, Jean-Philippe Thiran, Laura Mancini, Stephen J. Wastling, Sirio Cocozza, Maria Petracca, Giuseppe Pontillo, Matteo Mancini, Sjoerd B. Vos, Vejay N. Vakharia, John S. Duncan, Helena Melero, Lidia Manzanedo, Emilio Sanz-Morales, Ángel Peña-Melián, Fernando Calamante, Arnaud Attye, Ryan P. Cabeen, Laura Korobova, Arthur W. Toga, Anupa Ambili Vijayakumari, Drew Parker, Ragini Verma, Ahmed Radwan, Stefan Sunaert, Louise Emsell, Alberto De Luca, Alexander Leemans, Claude J. Bajada, Hamied A. Haroon, Hojjatollah Azadbakht, Maxime Chamberland, Sila Genc, Chantal M. W. Tax, Ping Hong Yeh, Rujirutana Srikanchana, Colin D. Mcknight, Joseph Yuan-Mou Yang, Jian Chen, Claire E. Kelly, Chun-Hung Yeh, Jérôme Cochereau, Jerome J. Maller, Thomas Welton, Fabien Almairac, Kiran K Seunarine, Chris A. Clark, Fan Zhang, Nikos Makris, Alexandra J. Golby, Yogesh Rathi, Lauren J. O'Donnell, Yihao Xia, Dogu Baran Aydogan, Yonggang Shi, Francisco Guerreiro Fernandes, Mathijs Raemaekers, Shaun Warrington, Stijn Michielse, Alonso Ramirez-Manzanares, Luis Concha, Ramón Aranda, Mariano Rivera Meraz, Garikoitz Lerma-Usabiaga, Lucas Roitman, Lucius S. Fekonja, Navona Calarco, Michael Joseph, Hajer Nakua, Aristotle N. Voineskos, Philippe Karan, Gabrielle Grenier, Jon Haitz Legarreta, Nagesh Adluru, Veena A. Nair, Vivek Prabhakaran, Andrew L. Alexander, Koji Kamagata, Yuya Saito, Wataru Uchida, Christina Andica, Masahiro Abe, Roza G. Bayrak, Claudia A. M. Gandini Wheeler-Kingshott, Egidio D'Angelo, Fulvia Palesi, Giovanni Savini, Nicolò Rolandi, Pamela Guevara, Josselin Houenou, Narciso López-López, Jean-François Mangin, Cyril Poupon, Claudio Román, Andrea Vázquez, Chiara Maffei, Mavilde Arantes, José Paulo Andrade, Susana Maria Silva, Vince D. Calhoun, Eduardo Caverzasi, Simone Sacco, Michael Lauricella, Franco Pestilli, Daniel Bullock, Yang Zhan, Edith Brignoni-Perez, Catherine Lebel, Jess E Reynolds, Igor Nestrasil, René Labounek, Christophe Lenglet, Amy Paulson, Stefania Aulicka, Sarah R. Heilbronner, Katja Heuer, Bramsh Qamar Chandio, Javier Guaje, Wei Tang, Eleftherios Garyfallidis, Rajikha Raja, Adam W. Anderson, Bennett A. Landman, Maxime Descoteaux
Tractography dissection variability: What happens when 42 groups dissect 14 white matter bundles on the same dataset? NeuroImage 243 (2021)
Viljami Sairanen, Mario Ocampo-Pineda, Cristina Granziera, Simona Schiavi, Alessandro Daducci
Enhancing Reliability Of Structural Brain Connectivity With Outlier Adjusted Tractogram Filtering. ISBI (2021)
Maria Deprez, Anthony Price, Daan Christiaens, Georgia Lockwood Estrin, Lucilio Cordero-Grande, Jana Hutter, Alessandro Daducci, Jacques-Donald Tournier, Mary A. Rutherford, Serena J. Counsell, Meritxell Bach Cuadra, Joseph V. Hajnal
Higher Order Spherical Harmonics Reconstruction of Fetal Diffusion MRI With Intensity Correction. IEEE Trans. Medical Imaging 39 (4) (2020)
Alice P. Bates, Alessandro Daducci, Parastoo Sadeghi, Emmanuel Caruyer
A 4D Basis and Sampling Scheme for the Tensor Encoded Multi-Dimensional Diffusion MRI Signal. IEEE Signal Process. Lett. 27 (2020)
Jonathan Rafael-Patino, Muhamed Barakovic, Gabriel Girard, Alessandro Daducci, Jean-Philippe Thiran
Learning Global Brain Microstructure Maps Using Trainable Sparse Encoders. ICIP (2019)
Kurt G. Schilling, Vishwesh Nath, Colin B. Hansen, Prasanna Parvathaneni, Justin A. Blaber, Yurui Gao, Peter F. Neher, Dogu Baran Aydogan, Yonggang Shi, Mario Ocampo-Pineda, Simona Schiavi, Alessandro Daducci, Gabriel Girard, Muhamed Barakovic, Jonathan Rafael-Patino, David Romascano, Gaëtan Rensonnet, Marco Pizzolato, Bennett A. Landman
Limits to anatomical accuracy of diffusion tractography using modern approaches. NeuroImage 185 (2019)
Erick Hernandez-Gutierrez, Alonso Ramirez-Manzanares, José L. Marroquín, Mario Ocampo-Pineda, Alessandro Daducci
Cuda Parallelization of Commit Framework for Efficient Microstructure-Informed Tractography. ISBI (2019)
Erick Jorge Canales-Rodríguez, Jon Haitz Legarreta, Marco Pizzolato, Gaëtan Rensonnet, Gabriel Girard, Jonathan Rafael-Patino, Muhamed Barakovic, David Romascano, Yasser Alemán-Gómez, Joaquim Radua, Edith Pomarol-Clotet, Raymond Salvador, Jean-Philippe Thiran, Alessandro Daducci
Sparse wars: A survey and comparative study of spherical deconvolution algorithms for diffusion MRI. NeuroImage 184 (2019)
Fidel Alfaro-Almagro, Mark Jenkinson, Neal K. Bangerter, Jesper L. R. Andersson, Ludovica Griffanti, Gwenaëlle Douaud, Stamatios N. Sotiropoulos, Saâd Jbabdi, Moisés Hernández-Fernández, Emmanuel Vallée, Diego Vidaurre, Matthew A. Webster, Paul McCarthy, Christopher Rorden, Alessandro Daducci, Daniel C. Alexander, Hui Zhang, Iulius Dragonu, Paul M. Matthews, Karla L. Miller, Stephen M. Smith
Image processing and Quality Control for the first 10, 000 brain imaging datasets from UK Biobank. NeuroImage 166 (2018)
Etienne St-Onge, Alessandro Daducci, Gabriel Girard, Maxime Descoteaux
Surface-enhanced tractography (SET). NeuroImage 169 (2018)
Alessandra Griffa, Benjamin Ricaud, Kirell Benzi, Xavier Bresson, Alessandro Daducci, Pierre Vandergheynst, Jean-Philippe Thiran, Patric Hagmann
Transient networks of spatio-temporal connectivity map communication pathways in brain functional systems. NeuroImage 155 (2017)
Oscar Esteban, Dominique Zosso, Alessandro Daducci, Meritxell Bach Cuadra, María J. Ledesma-Carbayo, Jean-Philippe Thiran, Andrés Santos
Surface-driven registration method for the structure-informed segmentation of diffusion MR images. NeuroImage 139 (2016)
Javier García Blas, Manuel F. Dolz, José Daniel García, Jesús Carretero, Alessandro Daducci, Yasser Alemán-Gómez, Erick Jorge Canales-Rodríguez
Porting Matlab Applications to High-Performance C++ Codes: CPU/GPU-Accelerated Spherical Deconvolution of Diffusion MRI Data. ICA3PP (2016)
Mauro Zucchelli, Lorenza Brusini, Carlos Andres Mendez, Alessandro Daducci, Cristina Granziera, Gloria Menegaz
What lies beneath? Diffusion EAP-based study of brain tissue microstructure. Medical Image Anal. 32 (2016)
Oscar Esteban, Emmanuel Caruyer, Alessandro Daducci, Meritxell Bach Cuadra, María J. Ledesma-Carbayo, Andrés Santos
Diffantom: Whole-Brain Diffusion MRI Phantoms Derived from Real Datasets of the Human Connectome Project. Frontiers Neuroinformatics 10 (2016)
Ying-Chia Lin, Alessandro Daducci, Djalel Eddine Meskaldji, Jean-Philippe Thiran, Patrik Michel, Reto Meuli, Gunnar Krueger, Gloria Menegaz, Cristina Granziera
Quantitative Analysis of Myelin and Axonal Remodeling in the Uninjured Motor Network After Stroke. Brain Connect. 5 (7) (2015)
Anna Auría, David Romascano, E. Canales-Rodriguen, Yves Wiaux, T. B. Dirby, Daniel C. Alexander, Jean-Philippe Thiran, Alessandro Daducci
Accelerated microstructure imaging via convex optimisation for regions with multiple fibres (AMICOx). ICIP (2015)
Alessandro Daducci, Erick Jorge Canales-Rodríguez, Hui Zhang, Tim B. Dyrby, Daniel C. Alexander, Jean-Philippe Thiran
Accelerated Microstructure Imaging via Convex Optimization (AMICO) from diffusion MRI data. NeuroImage 105 (2015)
Anna Auría, Alessandro Daducci, Jean-Philippe Thiran, Yves Wiaux
Structured sparsity for spatially coherent fibre orientation estimation in diffusion MRI. NeuroImage 115 (2015)
Anna Auría, Alessandro Daducci, Jean-Philippe Thiran, Yves Wiaux
Structured sparsity through reweighting and application to diffusion MRI. EUSIPCO (2015)
Alessandro Daducci, Alessandro Dal Palù, Alia Lemkaddem, Jean-Philippe Thiran
COMMIT: Convex Optimization Modeling for Microstructure Informed Tractography. IEEE Trans. Medical Imaging 34 (1) (2015)
Oscar Esteban, Alessandro Daducci, Emmanuel Caruyer, Kieran O'Brien, María J. Ledesma-Carbayo, Meritxell Bach Cuadra, Andrés Santos
Simulation-based evaluation of susceptibility distortion correction methods in diffusion MRI for connectivity analysis. ISBI (2014)
Alessandro Daducci, Erick Jorge Canales-Rodríguez, Maxime Descoteaux, Eleftherios Garyfallidis, Yaniv Gur, Ying-Chia Lin, Merry Mani, Sylvain Merlet, Michael Paquette, Alonso Ramirez-Manzanares, Marco Reisert, Paulo Reis Rodrigues, Farshid Sepehrband, Emmanuel Caruyer, Jeiran Choupan, Rachid Deriche, Mathews Jacob, Gloria Menegaz, Vesna Prckovska, Mariano Rivera, Yves Wiaux, Jean-Philippe Thiran
Quantitative Comparison of Reconstruction Methods for Intra-Voxel Fiber Recovery From Diffusion MRI. IEEE Trans. Medical Imaging 33 (2) (2014)
Alessandro Daducci, Dimitri Van De Ville, Jean-Philippe Thiran, Yves Wiaux
. Medical Image Anal. 18 (6) (2014)
Kieran O'Brien, Alessandro Daducci, Nils Kickler, François Lazeyras, Rolf Gruetter, Thorsten Feiweier, Gunnar Krueger
3-D Residual Eddy Current Field Characterisation: Applied to Diffusion Weighted Magnetic Resonance Imaging. IEEE Trans. Medical Imaging 32 (8) (2013)
Alessandro Daducci, Alessandro Dal Palù, Alia Lemkaddem, Jean-Philippe Thiran
A convex optimization framework for global tractography. ISBI (2013)
Alia Lemkaddem, Alessandro Daducci, Serge Vulliémoz, Kieran O'Brien, François Lazeyras, Martinus Hauf, Roland Wiest, Reto Meuli, Margitta Seeck, Gunnar Krueger, Jean-Philippe Thiran
A multi-center study: Intra-scan and inter-scan variability of diffusion spectrum imaging. NeuroImage 62 (1) (2012)
Francesca Pizzorni Ferrarese, Alessandro Daducci, Meritxell Bach Cuadra, Alia Lemkaddem, Cristina Granziera, Jean-Philippe Thiran, Gloria Menegaz
Towards a diffusion image processing validation and accuracy prediction framework. ICIP (2011)
Stephan Gerhard, Alessandro Daducci, Alia Lemkaddem, Reto Meuli, Jean-Philippe Thiran, Patric Hagmann
The Connectome Viewer Toolkit: An Open Source Framework to Manage, Analyze, and Visualize Connectomes. Frontiers Neuroinformatics 5 (2011)
Alessandro Daducci, Umberto Castellani, Marco Cristani, Paolo Farace, Pasquina Marzola, Andrea Sbarbati, Vittorio Murino
Learning Approach to Analyze Tumour Heterogeneity in DCE-MRI Data During Anti-cancer Treatment. AIME (2009)