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 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)

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)

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)

Which explanations do clinicians prefer? A comparative evaluation of XAI understandability and actionability in predicting the need for hospitalization. - Laura Bergomi; Giovanna Nicora; Marta Anna Orlowska; Chiara Podrecca; Riccardo Bellazzi; Caterina Fregosi; Francesco Salinaro; Marco Bonzano; Giuseppe Crescenzi; Francesco Speciale; Santi Di Pietro; Valentina Zuccaro; et al. (BMC Medical Informatics Decis. Mak., 2025)