Publications (main)
2022 Massa P, Garbarino S, Benvenuto F
Approximation of discontinuous inverse operators with neural networks
Inverse Problems 38(105001)
2022 Grisanti S, Garbarino S, Barisione E, Aloe T, Grosso M, et al
Neurological long-COVID in the outpatient clinic: Two subtypes, two courses
Journal of the Neurological Sciences 52(1)
2021 Wijeratne PA, Garbarino S, Gregory S, Johnson EB, Scahill RI, Paulsen JS, Tabrizi SJ, Lorenzi M, Alexander DC
Revealing the timeline of structural MRI changes in premanifest to manifest Huntington disease
Neurology Genetics 7(5)
2021 Garbarino S and Lorenzi M
Investigating hypotheses of neurodegeneration by learning dynamical systems of protein propagation in the brain
Neuroimage 235, 117980
2021 Bellio M, Furniss D, Oxtoby NP, Garbarino S, Firth N, RIbbens A, Alexander DC, Blanford A
Opportunities and barriers for adoption of a decision--support tool for Alzheimer's Disease
ACM Transactions on Computing for Healthcare, in press
2020 Pascuzzo R, Oxtoby NP, Young A, Blevins J, Castelli G, Garbarino S, Cohen M, Schonberger L, Gambetti P, Appleby B, Alexander DC, Bizzi A
Prion propagation estimated from brain diffusion MRI is subtype dependent in sporadic Creutzfeldt–Jakob disease
Acta Neuropathologica 140, 169--181
2019 Garbarino S, Lorenzi M, Oxtoby N, Vinke E, Marinescu R, Eshaghi A, Ikram M, Niessen W, Ciccarelli O, Barkhof F, Schott J, Vernooij M, Alexander D
Differences in topological progression profile among neurodegenerative diseases from imaging data
eLife 2019(8), e49298
2019 Garbarino S and Lorenzi M
Modeling and inference of spatio-temporal protein dynamics across brain networks
Lecture Notes in Computer Science 11492, 37--69
2019 Garbarino S and Caviglia G
Multivariate Regularized Newton and Levenberg-Marquardt methods: a comparison on synthetic data of tumor hypoxia in a kinetic framework
Communications in Applied and Industrial Mathematics 10(2) 47--53
2019 Marinescu R, Eshaghi A, Lorenzi M, Young A, Oxtoby N, Garbarino S, Crutch S, Alexander A
DIVE: A spatiotemporal progression model of brain pathology in neurodegenerative disorders
Neuroimage 162 166--177
2018 Delbary F and Garbarino S
Compartmental analysis of dynamic nuclear medicine data: regularization procedure and application to physiology
Inverse Problems in Science and Engineering 1--19
2018 Scussolini M, Garbarino S, Piana M, Sambuceti G and Caviglia G
Reference Tissue Models for FDG-PET Data: Identifiability and Solvability
IEEE Trans. Rad. Plasma Med. Sciences 99
2017 Scussolini M, Garbarino S, Sambuceti S, Caviglia G and Piana M
A physiology--based parametric imaging method for FDG--PET data
Inverse Problems 33 125010
2017 Oxtoby N, Garbarino S, Firth N, Warren J, Schott M, Alexander D and ADNI
Data driven model of structural brain connectivity changes in sporadic Alzheimer's Disease
Frontiers in Neurology 8 580
2017 Denevi G, Garbarino S and Sorrentino A
Iterative algorithms for a non--linear inverse problem in atmospheric lidar
Inverse Problems 33 085010
2016 Delbary F, Garbarino S and Vivaldi V
Compartmental analysis of dynamic nuclear medicine data: models and identifiability
Inverse Problems 32 125010
2016 Garbarino S, Sorrentino A, Massone AM., Sannino A, Biselli A, Wuang X, Spinelli N and Piana M
Expectation Maximization and the retrieval of the atmospheric extinction coefficients by inversion of Raman LIDAR data
Optics Express 24(19) 21497--21511
2015 Garbarino S, Vivaldi V, Delbary F, Caviglia G, Piana M, Marini C, Capitanio S, Calamia I, Buschiazzo A and Sambuceti G
A new compartmental method for the analysis of liver FDG kinetics in small animal models
European Journal of Nuclear Medicine and Molecular Imaging Research, 2015, 5-35
2014 Garbarino S, Caviglia G, Sambuceti G, Benvenuto F and Piana M
A novel description of FDG excretion in the renal system: application to metformin-treated models
Physics in Medicine and Biology, 59, 2469-2484
2013 Garbarino S, Caviglia G, Brignone M, Massollo M, Sambuceti G and Piana M
Estimate of FDG excretion by means of compartmental analysis and Ant Colony Optimization of nuclear medicine data
Computational and Mathematical Methods in Medicine, 2013, 793142, 10 pages
