Massimo Filippi

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 14

Top Topics

Functional Connectivity

Magnetic Resonance Images

Multiple Sclerosis

Top Venues

Brainles@MICCAI

Publications

Ayodeji Ijishakin, Sophie Martin, Florence Townend, Federica Agosta, Edoardo Gioele Spinelli, Silvia Basaia, Paride Schito, Yuri Falzone, Massimo Filippi, James Cole, Andrea Malaspina
Semi-Supervised Diffusion Model for Brain Age Prediction. CoRR (2024)
Valentina Guarino, Jessica Gliozzo, Ferdinando Clarelli, Béatrice Pignolet, Kaalindi Misra, Elisabetta Mascia, Giordano Antonino, Silvia Santoro, Laura Ferré, Miryam Cannizzaro, Melissa Sorosina, Roland Liblau, Massimo Filippi, Ettore Mosca, Federica Esposito, Giorgio Valentini, Elena Casiraghi
Intrinsic-Dimension Analysis for Guiding Dimensionality Reduction in Multi-Omics Data. BIOINFORMATICS (2023)
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
Segmentation of Multiple Sclerosis Lesions across Hospitals: Learn Continually or Train from Scratch? CoRR (2022)
Milagros Hidalgo de la Cruz, Paola Valsasina, Francesca Sangalli, Federica Esposito, Maria Assunta Rocca, Massimo Filippi
Dynamic Functional Connectivity in the Main Clinical Phenotypes of Multiple Sclerosis. Brain Connect. 11 (8) (2021)
Jacopo Tessadori, Muhammad Abubakar Yamin, Paola Valsasina, Massimo Filippi, Maria Assunta Rocca, Diego Sona
Dynamic Functional Connectivity For The Classification Of Multiple Sclerosis Phenotype: A Hidden Markov Model Approach. ISBI (2021)
Muhammad Abubakar Yamin, Paola Valsasina, Michael Dayan, Sebastiano Vascon, Jacopo Tessadori, Massimo Filippi, Vittorio Murino, Maria Assunta Rocca, Diego Sona
Encoding Brain Networks Through Geodesic Clustering of Functional Connectivity for Multiple Sclerosis Classification. ICPR (2020)
Massimo Filippi, Paolo Preziosa, Maria Assunta Rocca
Brain mapping in multiple sclerosis: Lessons learned about the human brain. NeuroImage 190 (2019)
Shahab Aslani, Michael Dayan, Loredana Storelli, Massimo Filippi, Vittorio Murino, Maria Assunta Rocca, Diego Sona
Multi-branch convolutional neural network for multiple sclerosis lesion segmentation. NeuroImage 196 (2019)
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, Masaaki Hori, Kouhei Kamiya, Lydia Chougar, Leszek Stawiarz, Jan Hillert, Elise Bannier, Anne Kerbrat, Gilles Edan, Pierre Labauge, Virginie Callot, Jean Pelletier, Bertrand Audoin, Henitsoa Rasoanandrianina, Jean-Christophe Brisset, Paola Valsasina, Maria Assunta Rocca, Massimo Filippi, Rohit Bakshi, Shahamat Tauhid, Ferran Prados, Marios C. Yiannakas, Hugh Kearney, Olga Ciccarelli, Seth A. Smith, Constantina Andrada Treaba, Caterina Mainero, Jennifer Lefeuvre, Daniel S. Reich, Govind Nair, Vincent Auclair, Donald G. McLaren, Allan R. Martin, Michael G. Fehlings, Shahabeddin Vahdat, Ali Khatibi, Julien Doyon, Timothy M. Shepherd, Erik Charlson, Sridar Narayanan, Julien Cohen-Adad
Automatic segmentation of the spinal cord and intramedullary multiple sclerosis lesions with convolutional neural networks. CoRR (2018)
Shahab Aslani, Michael Dayan, Loredana Storelli, Massimo Filippi, Vittorio Murino, Maria Assunta Rocca, Diego Sona
Multi-branch Convolutional Neural Network for Multiple Sclerosis Lesion Segmentation. CoRR (2018)
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, Marios C. Yiannakas, Mike P. Wattjes, Soheil Damangir, Giovanni B. Frisoni, Jaume Sastre-Garriga, Alex Rovira, Christian Enzinger, Massimo Filippi, Jette L. Frederiksen, Olga Ciccarelli, Ludwig Kappos, Frederik Barkhof, Hugo Vrenken
Performance of five research-domain automated WM lesion segmentation methods in a multi-center MS study. NeuroImage 163 (2017)
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, Arun L. W. Bokde, Giovanni B. Frisoni, Michela Pievani, Stefan Klöppel, David Prvulovic, Frederik Barkhof, Petra J. W. Pouwels, Johannes Schröder, Harald Hampel
The European DTI Study on Dementia - A multicenter DTI and MRI study on Alzheimer's disease and Mild Cognitive Impairment. NeuroImage 144 (2017)
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, Jason C. Crane, Sandra D'Alfonso, Philippe Demaerel, Benedicte Dubois, Massimo Filippi, Vinzenz Fleischer, Bertrand Fontaine, Laura Gaetano, An Goris, Christiane Graetz, Adriane Gröger, Sergiu Groppa, David A. Hafler, Hanne F. Harbo, Bernhard Hemmer, Kesshi Jordan, Ludwig Kappos, Gina Kirkish, Sara Llufriu, Stefano Magon, Filippo Martinelli-Boneschi, Jacob L. McCauley, Xavier Montalban, Mark Mühlau, Daniel Pelletier, Pradip M. Pattany, Margaret A. Pericak-Vance, Isabelle Cournu-Rebeix, Maria Assunta Rocca, Alex Rovira, Regina Schlaeger, Albert Saiz, Till Sprenger, Alessandro Stecco, Bernard M. J. Uitdehaag, Pablo Villoslada, Mike P. Wattjes, Howard L. Weiner, Jens Wuerfel, Claus Zimmer, Frauke Zipp, Stephen L. Hauser, Jorge R. Oksenberg, Roland G. Henry
Power estimation for non-standardized multisite studies. NeuroImage 134 (2016)
Loredana Storelli, Elisabetta Pagani, Maria Assunta Rocca, Mark A. Horsfield, Massimo Filippi
A Semi-automatic Method for Segmentation of Multiple Sclerosis Lesions on Dual-Echo Magnetic Resonance Images. Brainles@MICCAI (2015)
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, N. Evangelou, Michael G. Fehlings, Massimo Filippi, B. J. Kelley, Spyros S. Kollias, Alex L. MacKay, Carlo A. Porro, Seth A. Smith, S. M. Strittmatter, Paul E. Summers, Irene Tracey
The current state-of-the-art of spinal cord imaging: Methods. NeuroImage 84 (2014)
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, N. Evangelou, Michael G. Fehlings, Massimo Filippi, B. J. Kelley, Spyros S. Kollias, Alex L. MacKay, Carlo A. Porro, Seth A. Smith, S. M. Strittmatter, Paul E. Summers, Alan J. Thompson, Irene Tracey
The current state-of-the-art of spinal cord imaging: Applications. NeuroImage 84 (2014)
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, Stefan Klöppel, Karlheinz Hauenstein, Thomas Kirste, Stefan J. Teipel
Combining DTI and MRI for the Automated Detection of Alzheimer's Disease Using a Large European Multicenter Dataset. MBIA (2012)
Michela Aquilano, Filippo Cavallo, Manuele Bonaccorsi, Raffaele Esposito, Erika Rovini, Massimo Filippi, Dario Esposito, Paolo Dario, Maria Chiara Carrozza
Ambient Assisted Living and ageing: Preliminary results of RITA project. EMBC (2012)
Mark A. Horsfield, Stefania Sala, Mohit Neema, Martina Absinta, Anshika Bakshi, Maria Pia Sormani, Maria Assunta Rocca, Rohit Bakshi, Massimo Filippi
Rapid semi-automatic segmentation of the spinal cord from magnetic resonance images: Application in multiple sclerosis. NeuroImage 50 (2) (2010)
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, Jochen G. Hirsch, Heidi Johansen-Berg, Ludwig Kappos, T. Korteweg, S. C. Manson, S. Marino, Paul M. Matthews, Xavier Montalban, Jackie Palace, Chris Polman, Maria Assunta Rocca, Stefan Ropele, Alex Rovira, C. Wegner, Karl J. Friston, Alan J. Thompson, Tarek A. Yousry
Short-term adaptation to a simple motor task: A physiological process preserved in multiple sclerosis. NeuroImage 45 (2) (2009)
Antonia Ceccarelli, Maria Assunta Rocca, Elisabetta Pagani, Andrea Falini, Giancarlo Comi, Massimo Filippi
Cognitive learning is associated with gray matter changes in healthy human individuals: A tensor-based morphometry study. NeuroImage 48 (3) (2009)
Ayelet Akselrod-Ballin, Meirav Galun, Moshe John Gomori, Massimo Filippi, Paola Valsasina, Ronen Basri, Achi Brandt
Automatic Segmentation and Classification of Multiple Sclerosis in Multichannel MRI. IEEE Trans. Biomed. Eng. 56 (10) (2009)
Elisabetta Pagani, Federica Agosta, Maria Assunta Rocca, Domenico Caputo, Massimo Filippi
Voxel-based analysis derived from fractional anisotropy images of white matter volume changes with aging. NeuroImage 41 (3) (2008)
Massimiliano Calabrese, Massimo Filippi, Marco Rovaris, Irene Mattisi, Valentina Bernardi, Matteo Atzori, Alice Favaretto, Luigi Barachino, Luciano Rinaldi, Chiara Romualdi, Paola Perini, Paolo Gallo
Morphology and evolution of cortical lesions in multiple sclerosis. A longitudinal MRI study. NeuroImage 42 (4) (2008)
Antonia Ceccarelli, Maria Assunta Rocca, Elisabetta Pagani, Angelo Ghezzi, Ruggero Capra, Andrea Falini, Giuseppe Scotti, Giancarlo Comi, Massimo Filippi
The topographical distribution of tissue injury in benign MS: A 3T multiparametric MRI study. NeuroImage 39 (4) (2008)
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, Laura Mancini, F. Manfredonia, S. Marino, David H. Miller, Xavier Montalban, Jackie Palace, Maria Assunta Rocca, Christian Enzinger, Stefan Ropele, Alex Rovira, Stephen M. Smith, Alan J. Thompson, John S. Thornton, Tarek A. Yousry, Brandon J. Whitcher, Massimo Filippi, Paul M. Matthews
Reproducibility of fMRI in the clinical setting: Implications for trial designs. NeuroImage 42 (2) (2008)
Antonia Ceccarelli, Maria Assunta Rocca, Elisabetta Pagani, Bruno Colombo, Vittorio Martinelli, Giancarlo Comi, Massimo Filippi
A voxel-based morphometry study of grey matter loss in MS patients with different clinical phenotypes. NeuroImage 42 (1) (2008)
Federica Agosta, Paola Valsasina, Domenico Caputo, Patrick W. Stroman, Massimo Filippi
Tactile-associated recruitment of the cervical cord is altered in patients with multiple sclerosis. NeuroImage 39 (4) (2008)
Federica Agosta, Marcella Laganà, Paola Valsasina, Stefania Sala, Luca Dall'Occhio, Maria Pia Sormani, Elda Judica, Massimo Filippi
Evidence for cervical cord tissue disorganisation with aging by diffusion tensor MRI. NeuroImage 36 (3) (2007)
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
Incorporating Domain Knowledge Into the Fuzzy Connectedness Framework: Application to Brain Lesion Volume Estimation in Multiple Sclerosis. IEEE Trans. Medical Imaging 26 (12) (2007)
Maria Assunta Rocca, Federica Agosta, Domenico M. Mezzapesa, Gianfranco Ciboddo, Andrea Falini, Giancarlo Comi, Massimo Filippi
An fMRI study of the motor system in patients with neuropsychiatric systemic lupus erythematosus. NeuroImage 30 (2) (2006)
Maria Assunta Rocca, Federica Agosta, Vittorio Martinelli, Andrea Falini, Giancarlo Comi, Massimo Filippi
The level of spinal cord involvement influences the pattern of movement-associated cortical recruitment in patients with isolated myelitis. NeuroImage 30 (3) (2006)
Ayelet Akselrod-Ballin, Meirav Galun, Ronen Basri, Achi Brandt, Moshe John Gomori, Massimo Filippi, Paola Valsasina
An Integrated Segmentation and Classification Approach Applied to Multiple Sclerosis Analysis. CVPR (1) (2006)
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, Giancarlo Comi, Massimo Filippi
Short-term accrual of gray matter pathology in patients with progressive multiple sclerosis: an in vivo study using diffusion tensor MRI. NeuroImage 24 (4) (2005)
Elisabetta Pagani, Massimo Filippi, Maria Assunta Rocca, Mark A. Horsfield
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. NeuroImage 26 (1) (2005)
Paola Valsasina, Maria Assunta Rocca, Federica Agosta, Beatrice Benedetti, Mark A. Horsfield, Antonio Gallo, Marco Rovaris, Giancarlo Comi, Massimo Filippi
Mean diffusivity and fractional anisotropy histogram analysis of the cervical cord in MS patients. NeuroImage 26 (3) (2005)
Andrea Falini, Marco Bozzali, G. Magnani, G. Pero, Anna Gambini, Beatrice Benedetti, R. Mossini, M. Franceschi, Giancarlo Comi, Giuseppe Scotti, Massimo Filippi
A whole brain MR spectroscopy study from patients with Alzheimer's disease and mild cognitive impairment. NeuroImage 26 (4) (2005)
Matilde Inglese, Yulin Ge, Massimo Filippi, Andrea Falini, Robert I. Grossman, Oded Gonen
Indirect evidence for early widespread gray matter involvement in relapsing-remitting multiple sclerosis. NeuroImage 21 (4) (2004)
Maria Assunta Rocca, Federica Agosta, Domenico M. Mezzapesa, Andrea Falini, Vittorio Martinelli, F. Salvi, Roberto Bergamaschi, Giuseppe Scotti, Giancarlo Comi, Massimo Filippi
A functional MRI study of movement-associated cortical changes in patients with Devic's neuromyelitis optica. NeuroImage 21 (3) (2004)
Maria Assunta Rocca, Antonio Gallo, Bruno Colombo, Andrea Falini, Giuseppe Scotti, Giancarlo Comi, Massimo Filippi
Pyramidal tract lesions and movement-associated cortical recruitment in patients with MS. NeuroImage 23 (1) (2004)
Massimo Filippi, Maria Assunta Rocca, Domenico M. Mezzapesa, Andrea Falini, Bruno Colombo, Giuseppe Scotti, Giancarlo Comi
A functional MRI study of cortical activations associated with object manipulation in patients with MS. NeuroImage 21 (3) (2004)
Maria Assunta Rocca, Domenico M. Mezzapesa, Andrea Falini, Angelo Ghezzi, Vittorio Martinelli, Giuseppe Scotti, Giancarlo Comi, Massimo Filippi
Evidence for axonal pathology and adaptive cortical reorganization in patients at presentation with clinically isolated syndromes suggestive of multiple sclerosis. NeuroImage 18 (4) (2003)
Maria Assunta Rocca, Elisabetta Pagani, Angelo Ghezzi, Andrea Falini, Mauro Zaffaroni, Bruno Colombo, Giuseppe Scotti, Giancarlo Comi, Massimo Filippi
Functional cortical changes in patients with multiple sclerosis and nonspecific findings on conventional magnetic resonance imaging scans of the brain. NeuroImage 19 (3) (2003)
Maria Assunta Rocca, Cinzia Gavazzi, Domenico M. Mezzapesa, Andrea Falini, Bruno Colombo, Mario Mascalchi, Giuseppe Scotti, Giancarlo Comi, Massimo Filippi
A functional magnetic resonance imaging study of patients with secondary progressive multiple sclerosis. NeuroImage 19 (4) (2003)
Massimo Filippi, Maria Assunta Rocca, Paolo Rossi, Andrea Falini, Letizia Leocani, Vittorio Martinelli, Giancarlo Comi
Demyelination and cortical reorganization: functional MRI data from a case of subacute combined degeneration. NeuroImage 18 (2) (2003)
Massimo Filippi, Maria Assunta Rocca, Andrea Falini, Domenico Caputo, Angelo Ghezzi, Bruno Colombo, Giuseppe Scotti, Giancarlo Comi
Correlations between Structural CNS Damage and Functional MRI Changes in Primary Progressive MS. NeuroImage 15 (3) (2002)
Massimo Filippi, Maria Assunta Rocca, Bruno Colombo, Andrea Falini, M. Codella, Giuseppe Scotti, Giancarlo Comi
Functional Magnetic Resonance Imaging Correlates of Fatigue in Multiple Sclerosis. NeuroImage 15 (3) (2002)