Probabilistic disease progression modeling to characterize diagnostic uncertainty: Application to staging and prediction in Alzheimer's disease
Lorenzi, Marco, Filippone, Maurizio, Frisoni, Giovanni B., Alexander, Daniel C., Ourselin, Sebastien
Published in NeuroImage (Orlando, Fla.) (15.04.2019)
Published in NeuroImage (Orlando, Fla.) (15.04.2019)
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Journal Article
Federated Learning in Distributed Medical Databases: Meta-Analysis of Large-Scale Subcortical Brain Data
Silva, Santiago, Gutman, Boris A., Romero, Eduardo, Thompson, Paul M., Altmann, Andre, Lorenzi, Marco
Published in 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019) (01.04.2019)
Published in 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019) (01.04.2019)
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Conference Proceeding
Monotonic Gaussian Process for spatio-temporal disease progression modeling in brain imaging data
Abi Nader, Clément, Ayache, Nicholas, Robert, Philippe, Lorenzi, Marco
Published in NeuroImage (Orlando, Fla.) (15.01.2020)
Published in NeuroImage (Orlando, Fla.) (15.01.2020)
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Journal Article
Genetic study of multimodal imaging Alzheimer's disease progression score implicates novel loci
Scelsi, Marzia A, Khan, Raiyan R, Lorenzi, Marco, Christopher, Leigh, Greicius, Michael D, Schott, Jonathan M, Ourselin, Sebastien, Altmann, Andre
Published in Brain (London, England : 1878) (01.07.2018)
Published in Brain (London, England : 1878) (01.07.2018)
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Journal Article
First pilot case-control interventional study using autologous extracellular vesicles to treat chronic venous ulcers unresponsive to conventional treatments
Gibello, Lorenzo, D’Antico, Sergio, Salafia, Marika, Senetta, Rebecca, Pomatto, Margherita Alba Carlotta, Orlando, Giulia, Sarcinella, Alessandro, Lopatina, Tatiana, Quaglino, Pietro, Lorenzi, Marco, Verzini, Fabio, Camussi, Giovanni, Brizzi, Maria Felice
Published in Pharmacological research (01.04.2023)
Published in Pharmacological research (01.04.2023)
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Journal Article
Predicting myocardial infarction through retinal scans and minimal personal information
Diaz-Pinto, Andres, Ravikumar, Nishant, Attar, Rahman, Suinesiaputra, Avan, Zhao, Yitian, Levelt, Eylem, Dall’Armellina, Erica, Lorenzi, Marco, Chen, Qingyu, Keenan, Tiarnan D. L., Agrón, Elvira, Chew, Emily Y., Lu, Zhiyong, Gale, Chris P., Gale, Richard P., Plein, Sven, Frangi, Alejandro F.
Published in Nature machine intelligence (01.01.2022)
Published in Nature machine intelligence (01.01.2022)
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Journal Article
Volumetric Study of the Hippocampus in Early-onset Schizophrenia: Correlations with Age of Onset
Vidal, Olivia, Chetrit, Mélanie, Guivarch, Jokthan, Mauro, Lara, Mondot, Lydiane, Laure, Gaelle, Lorenzi, Marco, Askenazy, Florence, Thümmler, Susanne, Fernandez, Arnaud
Published in Current medical imaging reviews (01.01.2024)
Published in Current medical imaging reviews (01.01.2024)
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Journal Article
Selection bias in the reported performances of AD classification pipelines
Mendelson, Alex F, Zuluaga, Maria A, Lorenzi, Marco, Hutton, Brian F, Ourselin, Sébastien
Published in NeuroImage clinical (01.01.2017)
Published in NeuroImage clinical (01.01.2017)
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Journal Article
Differences in topological progression profile among neurodegenerative diseases from imaging data
Garbarino, Sara, Lorenzi, Marco, Oxtoby, Neil P, Vinke, Elisabeth J, Marinescu, Razvan V, Eshaghi, Arman, Ikram, M Arfan, Niessen, Wiro J, Ciccarelli, Olga, Barkhof, Frederik, Schott, Jonathan M, Vernooij, Meike W, Alexander, Daniel C
Published in eLife (13.12.2019)
Published in eLife (13.12.2019)
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Journal Article
Revealing the Timeline of Structural MRI Changes in Premanifest to Manifest Huntington Disease
Wijeratne, Peter A., Garbarino, Sara, Gregory, Sarah, Johnson, Eileanoir B., Scahill, Rachael I., Paulsen, Jane S., Tabrizi, Sarah J., Lorenzi, Marco, Alexander, Daniel C.
Published in Neurology. Genetics (01.10.2021)
Published in Neurology. Genetics (01.10.2021)
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Journal Article