Investigating hypotheses of neurodegeneration by learning dynamical systems of protein propagation in the brain

by Sara Garbarino, Marco Lorenzi
Published 2021-07-01

Monotonic Gaussian Process for spatio-temporal disease progression modeling in brain imaging data

by Clément Abi Nader, Nicholas Ayache, Philippe Robert, Marco Lorenzi
Published 2020-01-01

Selection bias in the reported performances of AD classification pipelines

by Alex F. Mendelson, Maria A. Zuluaga, Marco Lorenzi, Brian F. Hutton, Sébastien Ourselin
Published 2017-01-01

Differences in topological progression profile among neurodegenerative diseases from imaging data

by Sara Garbarino, Marco Lorenzi, Neil P Oxtoby, Elisabeth J Vinke, Razvan V Marinescu, Arman Eshaghi, M Arfan Ikram, Wiro J Niessen, Olga Ciccarelli, Frederik Barkhof, Jonathan M Schott, Meike W Vernooij, Daniel C Alexander, for the Alzheimer’s Disease Neuroimaging Initiative
Published 2019-12-01