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Page 1
A Machine Learning Model to Harmonize Volumetric Brain MRI Data for Quantitative Neuroradiological Assessment of Alzheimer Disease.
Archetti D, Venkatraghavan V, Weiss B, Bourgeat P, Auer T, Vidnyánszky Z, Durrleman S, van der Flier WM, Barkhof F, Alexander DC, Altmann A, Redolfi A, Tijms BM, Oxtoby NP; Australian Imaging Biomarkers and Lifestyle Study; Alzheimer’s Disease Neuroimaging Initiative; E-DADS Consortium. Archetti D, et al. Radiol Artif Intell. 2024 Dec 18:e240030. doi: 10.1148/ryai.240030. Online ahead of print. Radiol Artif Intell. 2024. PMID: 39692594
Author Correction: Differential diagnosis of neurodegenerative dementias with the explainable MRI based machine learning algorithm MUQUBIA.
De Francesco S, Crema C, Archetti D, Muscio C, Reid RI, Nigri A, Bruzzone MG, Tagliavini F, Lodi R, D'Angelo E, Boeve B, Kantarci K, Firbank M, Taylor JP, Tiraboschi P, Redolfi A; RIN – Neuroimaging Network. De Francesco S, et al. Among authors: archetti d. Sci Rep. 2024 Jan 18;14(1):1603. doi: 10.1038/s41598-024-51435-7. Sci Rep. 2024. PMID: 38238461 Free PMC article. No abstract available.
Differential diagnosis of neurodegenerative dementias with the explainable MRI based machine learning algorithm MUQUBIA.
De Francesco S, Crema C, Archetti D, Muscio C, Reid RI, Nigri A, Bruzzone MG, Tagliavini F, Lodi R, D'Angelo E, Boeve B, Kantarci K, Firbank M, Taylor JP, Tiraboschi P, Redolfi A; RIN – Neuroimaging Network. De Francesco S, et al. Among authors: archetti d. Sci Rep. 2023 Oct 13;13(1):17355. doi: 10.1038/s41598-023-43706-6. Sci Rep. 2023. PMID: 37833302 Free PMC article.
Forecasting individual progression trajectories in Alzheimer's disease.
Maheux E, Koval I, Ortholand J, Birkenbihl C, Archetti D, Bouteloup V, Epelbaum S, Dufouil C, Hofmann-Apitius M, Durrleman S. Maheux E, et al. Among authors: archetti d. Nat Commun. 2023 Feb 10;14(1):761. doi: 10.1038/s41467-022-35712-5. Nat Commun. 2023. PMID: 36765056 Free PMC article.
Italian, European, and international neuroinformatics efforts: An overview.
Redolfi A, Archetti D, De Francesco S, Crema C, Tagliavini F, Lodi R, Ghidoni R, Gandini Wheeler-Kingshott CAM, Alexander DC, D'Angelo E. Redolfi A, et al. Among authors: archetti d. Eur J Neurosci. 2023 Jun;57(12):2017-2039. doi: 10.1111/ejn.15854. Epub 2022 Dec 14. Eur J Neurosci. 2023. PMID: 36310103
Inter-Cohort Validation of SuStaIn Model for Alzheimer's Disease.
Archetti D, Young AL, Oxtoby NP, Ferreira D, Mårtensson G, Westman E, Alexander DC, Frisoni GB, Redolfi A; for Alzheimer’s Disease Neuroimaging Initiative and EuroPOND Consortium. Archetti D, et al. Front Big Data. 2021 May 20;4:661110. doi: 10.3389/fdata.2021.661110. eCollection 2021. Front Big Data. 2021. PMID: 34095821 Free PMC article.
Multi-study validation of data-driven disease progression models to characterize evolution of biomarkers in Alzheimer's disease.
Archetti D, Ingala S, Venkatraghavan V, Wottschel V, Young AL, Bellio M, Bron EE, Klein S, Barkhof F, Alexander DC, Oxtoby NP, Frisoni GB, Redolfi A; Alzheimer's Disease Neuroimaging Initiative; for EuroPOND Consortium. Archetti D, et al. Neuroimage Clin. 2019;24:101954. doi: 10.1016/j.nicl.2019.101954. Epub 2019 Jul 23. Neuroimage Clin. 2019. PMID: 31362149 Free PMC article.