Disentangling Neurodegeneration From Aging in Multiple Sclerosis Using Deep Learning
Article 2024 en
Authors
GP
Giuseppe Pontillo
FP
Ferrán Prados
JC
Jordan Colman
Abstract
1 min read
The brain-predicted DD gap is sensitive to MS-related lesions and brain atrophy, adds to the brain-age paradigm in explaining physical disability both cross-sectionally and longitudinally, and may be used as an MS-specific biomarker of disease severity and progression.
Giuseppe Pontillo, Ferrán Prados, Jordan Colman, Baris Kanber, Omar Abdel‐Mannan, Sarmad Al‐Araji, Barbara Ballenberg, Alessia Bianchi, Alvino Bisecco, Wallace Brownlee, Arturo Brunetti, Alessandro Cagol, Massimiliano Calabrese, Marco Castellaro, Ronja Christensen, Sirio Cocozza, Elisa Colato, Sara Collorone, Rosa Cortese, Nicola De Stefano, Christian Enzinger, Massimo Filippi, Michael A. Foster, Antonio Gallo, Claudio Gasperini, Gabriel González‐Escamilla, Cristina Granziera, Sergiu Groppa, Yael Hacohen, Hanne F. Harbo, Anna He, Einar August Høgestøl, Jens Kühle, Sara Llufriú, Carsten Lukas, Eloy Martínez‐Heras, Silvia Messina, Marcello Moccia, Suraya Mohamud, Riccardo Nistri, Gro Owren Nygaard, Jacqueline Palace, Maria Petracca, Daniela Pinter, Maria A. Rocca, Àlex Rovira, Serena Ruggieri, Jaume Sastre‐Garriga, Eva Strijbis, Ahmed Toosy, Tomáš Uher, Paola Valsasina, Manuela Vaněčková, Hugo Vrenken, Jed Wingrove, C.S. Yam, Menno M. Schoonheim, Olga Ciccarelli, James H. Cole, Frederik Barkhof
James H. Cole, Joel Raffel, Tim Friede, Arman Eshaghi, Wallace Brownlee, Declan Chard, Nicola De Stefano, Christian Enzinger, Lukas Pirpamer, Massimo Filippi, Claudio Gasperini, Maria A. Rocca, Àlex Rovira, Serena Ruggieri, Jaume Sastre‐Garriga, Maria Laura Stromillo, Bernard M.J. Uitdehaag, Hugo Vrenken, Frederik Barkhof, Richard Nicholas, Olga Ciccarelli
James H. Cole, Joel Raffel, Tim Friede, Arman Eshaghi, Wallace Brownlee, Declan Chard, Nicola De Stefano, Christian Enzinger, Lukas Pirpamer, Massimo Filippi, Claudio Gasperini, Maria A. Rocca, Àlex Rovira, Serena Ruggieri, Jaume Sastre‐Garriga, ML Stromillo, Bernard M.J. Uitdehaag, Hugo Vrenken, Frederik Barkhof, Richard Nicholas, Olga Ciccarelli
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