Functional Magnetic Resonance Imaging Correlates of Fatigue in Multiple Sclerosis. - Massimo Filippi; Maria Assunta Rocca; Bruno Colombo; Andrea Falini; M. Codella; Giuseppe Scotti; Giancarlo Comi (NeuroImage, 2002)

Correlations between Structural CNS Damage and Functional MRI Changes in Primary Progressive MS. - Massimo Filippi; Maria Assunta Rocca; Andrea Falini; Domenico Caputo; Angelo Ghezzi; Bruno Colombo; Giuseppe Scotti; Giancarlo Comi (NeuroImage, 2002)

Demyelination and cortical reorganization: functional MRI data from a case of subacute combined degeneration. - Massimo Filippi; Maria Assunta Rocca; Paolo Rossi; Andrea Falini; Letizia Leocani; Vittorio Martinelli; Giancarlo Comi (NeuroImage, 2003)

A functional magnetic resonance imaging study of patients with secondary progressive multiple sclerosis. - Maria Assunta Rocca; Cinzia Gavazzi; Domenico M. Mezzapesa; Andrea Falini; Bruno Colombo; Mario Mascalchi; Giuseppe Scotti; Giancarlo Comi; Massimo Filippi (NeuroImage, 2003)

Evidence for axonal pathology and adaptive cortical reorganization in patients at presentation with clinically isolated syndromes suggestive of multiple sclerosis. - Maria Assunta Rocca; Domenico M. Mezzapesa; Andrea Falini; Angelo Ghezzi; Vittorio Martinelli; Giuseppe Scotti; Giancarlo Comi; Massimo Filippi (NeuroImage, 2003)

Functional cortical changes in patients with multiple sclerosis and nonspecific findings on conventional magnetic resonance imaging scans of the brain. - Maria Assunta Rocca; Elisabetta Pagani; Angelo Ghezzi; Andrea Falini; Mauro Zaffaroni; Bruno Colombo; Giuseppe Scotti; Giancarlo Comi; Massimo Filippi (NeuroImage, 2003)

A functional MRI study of cortical activations associated with object manipulation in patients with MS. - Massimo Filippi; Maria Assunta Rocca; Domenico M. Mezzapesa; Andrea Falini; Bruno Colombo; Giuseppe Scotti; Giancarlo Comi (NeuroImage, 2004)

Indirect evidence for early widespread gray matter involvement in relapsing-remitting multiple sclerosis. - Matilde Inglese; Yulin Ge; Massimo Filippi; Andrea Falini; Robert I. Grossman; Oded Gonen (NeuroImage, 2004)

A functional MRI study of movement-associated cortical changes in patients with Devic's neuromyelitis optica. - Maria Assunta Rocca; Federica Agosta; Domenico M. Mezzapesa; Andrea Falini; Vittorio Martinelli; Fabrizio Salvi; Roberto Bergamaschi; Giuseppe Scotti; Giancarlo Comi; Massimo Filippi (NeuroImage, 2004)

Pyramidal tract lesions and movement-associated cortical recruitment in patients with MS. - Maria Assunta Rocca; Antonio Gallo; Bruno Colombo; Andrea Falini; Giuseppe Scotti; Giancarlo Comi; Massimo Filippi (NeuroImage, 2004)

A whole brain MR spectroscopy study from patients with Alzheimer's disease and mild cognitive impairment. - Andrea Falini; Marco Bozzali; Giuseppe Magnani; G. Pero; Anna Gambini; Beatrice Benedetti; R. Mossini; M. Franceschi; Giancarlo Comi; Giuseppe Scotti; Massimo Filippi (NeuroImage, 2005)

A method for obtaining tract-specific diffusion tensor MRI measurements in the presence of disease: application to patients with clinically isolated syndromes suggestive of multiple sclerosis. - Elisabetta Pagani; Massimo Filippi; Maria Assunta Rocca; Mark A. Horsfield (NeuroImage, 2005)

Short-term accrual of gray matter pathology in patients with progressive multiple sclerosis: an in vivo study using diffusion tensor MRI. - Marco Rovaris; Antonio Gallo; Paola Valsasina; Beatrice Benedetti; Domenico Caputo; Angelo Ghezzi; Enrico Montanari; Maria Pia Sormani; Antonio Bertolotto; Gian Luigi Mancardi; Roberto Bergamaschi; Vittorio Martinelli; et al. (NeuroImage, 2005)

Mean diffusivity and fractional anisotropy histogram analysis of the cervical cord in MS patients. - Paola Valsasina; Maria Assunta Rocca; Federica Agosta; Beatrice Benedetti; Mark A. Horsfield; Antonio Gallo; Marco Rovaris; Giancarlo Comi; Massimo Filippi (NeuroImage, 2005)

An Integrated Segmentation and Classification Approach Applied to Multiple Sclerosis Analysis. - Ayelet Akselrod-Ballin; Meirav Galun; Ronen Basri; Achi Brandt; Moshe John Gomori; Massimo Filippi; Paola Valsasina (CVPR (1), 2006)

An fMRI study of the motor system in patients with neuropsychiatric systemic lupus erythematosus. - Maria Assunta Rocca; Federica Agosta; Domenico M. Mezzapesa; Gianfranco Ciboddo; Andrea Falini; Giancarlo Comi; Massimo Filippi (NeuroImage, 2006)

The level of spinal cord involvement influences the pattern of movement-associated cortical recruitment in patients with isolated myelitis. - Maria Assunta Rocca; Federica Agosta; Vittorio Martinelli; Andrea Falini; Giancarlo Comi; Massimo Filippi (NeuroImage, 2006)

Evidence for cervical cord tissue disorganisation with aging by diffusion tensor MRI. - Federica Agosta; Marcella Laganà; Paola Valsasina; Stefania Sala; Luca Dall'Occhio; Maria Pia Sormani; Elda Judica; Massimo Filippi (NeuroImage, 2007)

Incorporating Domain Knowledge Into the Fuzzy Connectedness Framework: Application to Brain Lesion Volume Estimation in Multiple Sclerosis. - Mark A. Horsfield; Rohit Bakshi; Marco Rovaris; Maria Assunta Rocca; V. S. R. Dandamudi; Paola Valsasina; Elda Judica; F. Lucchini; Charles R. G. Guttmann; Maria Pia Sormani; Massimo Filippi (IEEE Trans. Medical Imaging, 2007)

Tactile-associated recruitment of the cervical cord is altered in patients with multiple sclerosis. - Federica Agosta; Paola Valsasina; Domenico Caputo; Patrick W. Stroman; Massimo Filippi (NeuroImage, 2008)

Reproducibility of fMRI in the clinical setting: Implications for trial designs. - Rose Bosnell; C. Wegner; Zsigmond Tamás Kincses; T. Korteweg; Federica Agosta; Olga Ciccarelli; Nicola De Stefano; Achim Gass; Jochen G. Hirsch; Heidi Johansen-Berg; Ludwig Kappos; Frederik Barkhof; et al. (NeuroImage, 2008)

Morphology and evolution of cortical lesions in multiple sclerosis. A longitudinal MRI study. - Massimiliano Calabrese; Massimo Filippi; Marco Rovaris; Irene Mattisi; Valentina Bernardi; Matteo Atzori; Alice Favaretto; Luigi Barachino; Luciano Rinaldi; Chiara Romualdi; Paola Perini; Paolo Gallo (NeuroImage, 2008)

A voxel-based morphometry study of grey matter loss in MS patients with different clinical phenotypes. - Antonia Ceccarelli; Maria Assunta Rocca; Elisabetta Pagani; Bruno Colombo; Vittorio Martinelli; Giancarlo Comi; Massimo Filippi (NeuroImage, 2008)

The topographical distribution of tissue injury in benign MS: A 3T multiparametric MRI study. - Antonia Ceccarelli; Maria Assunta Rocca; Elisabetta Pagani; Angelo Ghezzi; Ruggero Capra; Andrea Falini; Giuseppe Scotti; Giancarlo Comi; Massimo Filippi (NeuroImage, 2008)

Voxel-based analysis derived from fractional anisotropy images of white matter volume changes with aging. - Elisabetta Pagani; Federica Agosta; Maria Assunta Rocca; Domenico Caputo; Massimo Filippi (NeuroImage, 2008)

Cognitive learning is associated with gray matter changes in healthy human individuals: A tensor-based morphometry study. - Antonia Ceccarelli; Maria Assunta Rocca; Elisabetta Pagani; Andrea Falini; Giancarlo Comi; Massimo Filippi (NeuroImage, 2009)

Short-term adaptation to a simple motor task: A physiological process preserved in multiple sclerosis. - Laura Mancini; Olga Ciccarelli; F. Manfredonia; John S. Thornton; Federica Agosta; Frederik Barkhof; Christian F. Beckmann; Nicola De Stefano; Christian Enzinger; Franz Fazekas; Massimo Filippi; Achim Gass; et al. (NeuroImage, 2009)

Automatic Segmentation and Classification of Multiple Sclerosis in Multichannel MRI. - Ayelet Akselrod-Ballin; Meirav Galun; Moshe John Gomori; Massimo Filippi; Paola Valsasina; Ronen Basri; Achi Brandt (IEEE Trans. Biomed. Eng., 2009)

Rapid semi-automatic segmentation of the spinal cord from magnetic resonance images: Application in multiple sclerosis. - Mark A. Horsfield; Stefania Sala; Mohit Neema; Martina Absinta; Anshika Bakshi; Maria Pia Sormani; Maria Assunta Rocca; Rohit Bakshi; Massimo Filippi (NeuroImage, 2010)

Ambient Assisted Living and ageing: Preliminary results of RITA project. - Michela Aquilano; Filippo Cavallo; Manuele Bonaccorsi; Raffaele Esposito; Erika Rovini; Massimo Filippi; Dario Esposito; Paolo Dario; Maria Chiara Carrozza (EMBC, 2012)

Combining DTI and MRI for the Automated Detection of Alzheimer's Disease Using a Large European Multicenter Dataset. - Martin Dyrba; Michael Ewers; Martin Wegrzyn; Ingo Kilimann; Claudia Plant; Annahita Oswald; Thomas Meindl; Michela Pievani; Arun L. W. Bokde; Andreas Fellgiebel; Massimo Filippi; Harald Hampel; et al. (MBIA, 2012)

The current state-of-the-art of spinal cord imaging: Methods. - Patrick W. Stroman; Claudia A. M. Wheeler-Kingshott; M. Bacon; J. M. Schwab; Rachael L. Bosma; Jonathan C. W. Brooks; D. W. Cadotte; T. Carlstedt; Olga Ciccarelli; Julien Cohen-Adad; Armin Curt; Nikos Evangelou; et al. (NeuroImage, 2014)

The current state-of-the-art of spinal cord imaging: Applications. - Claudia A. M. Wheeler-Kingshott; Patrick W. Stroman; J. M. Schwab; M. Bacon; Rachael L. Bosma; Jonathan C. W. Brooks; D. W. Cadotte; T. Carlstedt; Olga Ciccarelli; Julien Cohen-Adad; Armin Curt; Nikos Evangelou; et al. (NeuroImage, 2014)

A Semi-automatic Method for Segmentation of Multiple Sclerosis Lesions on Dual-Echo Magnetic Resonance Images. - Loredana Storelli; Elisabetta Pagani; Maria Assunta Rocca; Mark A. Horsfield; Massimo Filippi (Brainles@MICCAI, 2015)

Power estimation for non-standardized multisite studies. - Anisha Keshavan; Friedemann Paul; Mona K. Beyer; Alyssa H. Zhu; Nico Papinutto; Russell T. Shinohara; William Stern; Michael Amann; Rohit Bakshi; Antje Bischof; Alessandro Carriero; Manuel Comabella; et al. (NeuroImage, 2016)

The European DTI Study on Dementia - A multicenter DTI and MRI study on Alzheimer's disease and Mild Cognitive Impairment. - Katharina Brueggen; Michel J. Grothe; Martin Dyrba; Andreas Fellgiebel; Florian U. Fischer; Massimo Filippi; Federica Agosta; Peter J. Nestor; Eva M. Meisenzahl; Janusch Blautzik; Lutz Frölich; Lucrezia Hausner; et al. (NeuroImage, 2017)

Performance of five research-domain automated WM lesion segmentation methods in a multi-center MS study. - Alexandra de Sitter; Martijn D. Steenwijk; Aurélie Ruet; Adriaan Versteeg; Yaou Liu; Ronald A. van Schijndel; Petra J. W. Pouwels; Iris D. Kilsdonk; Keith S. Cover; Bob W. van Dijk; Stefan Ropele; Maria Assunta Rocca; et al. (NeuroImage, 2017)

Automatic segmentation of the spinal cord and intramedullary multiple sclerosis lesions with convolutional neural networks. - Charley Gros; Benjamin De Leener; Atef Badji; Josefina Maranzano; Dominique Eden; Sara M. Dupont; Jason Talbott; Ren Zhuoquiong; Yaou Liu; Tobias Granberg; Russell Ouellette; Yasuhiko Tachibana; et al. (CoRR, 2018)

Multi-branch convolutional neural network for multiple sclerosis lesion segmentation. - Shahab Aslani; Michael Dayan; Loredana Storelli; Massimo Filippi; Vittorio Murino; Maria Assunta Rocca; Diego Sona (NeuroImage, 2019)

Brain mapping in multiple sclerosis: Lessons learned about the human brain. - Massimo Filippi; Paolo Preziosa; Maria Assunta Rocca (NeuroImage, 2019)

Encoding Brain Networks Through Geodesic Clustering of Functional Connectivity for Multiple Sclerosis Classification. - Muhammad Abubakar Yamin; Paola Valsasina; Michael Dayan; Sebastiano Vascon; Jacopo Tessadori; Massimo Filippi; Vittorio Murino; Maria Assunta Rocca; Diego Sona (ICPR, 2020)

Dynamic Functional Connectivity For The Classification Of Multiple Sclerosis Phenotype: A Hidden Markov Model Approach. - Jacopo Tessadori; Muhammad Abubakar Yamin; Paola Valsasina; Massimo Filippi; Maria Assunta Rocca; Diego Sona (ISBI, 2021)

Dynamic Functional Connectivity in the Main Clinical Phenotypes of Multiple Sclerosis. - Milagros Hidalgo de la Cruz; Paola Valsasina; Francesca Sangalli; Federica Esposito; Maria Assunta Rocca; Massimo Filippi (Brain Connect., 2021)

Segmentation of Multiple Sclerosis Lesions across Hospitals: Learn Continually or Train from Scratch? - Enamundram Naga Karthik; Anne Kerbrat; Pierre Labauge; Tobias Granberg; Jason Talbott; Daniel S. Reich; Massimo Filippi; Rohit Bakshi; Virginie Callot; Sarath Chandar; Julien Cohen-Adad (CoRR, 2022)

Intrinsic-Dimension Analysis for Guiding Dimensionality Reduction in Multi-Omics Data. - Valentina Guarino; Jessica Gliozzo; Ferdinando Clarelli; Béatrice Pignolet; Kaalindi Misra; Elisabetta Mascia; Giordano Antonino; Silvia Santoro; Laura Ferré; Miryam Cannizzaro; Melissa Sorosina; Roland Liblau; et al. (BIOINFORMATICS, 2023)

Semi-Supervised Diffusion Model for Brain Age Prediction. - Ayodeji Ijishakin; Sophie Martin; Florence Townend; Federica Agosta; Edoardo Gioele Spinelli; Silvia Basaia; Paride Schito; Yuri Falzone; Massimo Filippi; James Cole; Andrea Malaspina (CoRR, 2024)

Medical Information Extraction With NLP-Powered QABots: A Real-World Scenario. - Claudio Crema; Federico Verde; Pietro Tiraboschi; Camillo Marra; Andrea Arighi; Silvia Fostinelli; Guido Maria Giuffrè; Vera Pacoova Dal Maschio; Federica L'Abbate; Federica Solca; Barbara Poletti; Vincenzo Silani; et al. (IEEE J. Biomed. Health Informatics, 2024)