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A robust framework to investigate the reliability and stability of explainable artificial intelligence markers of Mild Cognitive Impairment and Alzheimer's Disease.
Lombardi A, Diacono D, Amoroso N, Biecek P, Monaco A, Bellantuono L, Pantaleo E, Logroscino G, De Blasi R, Tangaro S, Bellotti R. Lombardi A, et al. Among authors: diacono d. Brain Inform. 2022 Jul 26;9(1):17. doi: 10.1186/s40708-022-00165-5. Brain Inform. 2022. PMID: 35882684 Free PMC article.
Explainable artificial intelligence for microbiome data analysis in colorectal cancer biomarker identification.
Novielli P, Romano D, Magarelli M, Bitonto PD, Diacono D, Chiatante A, Lopalco G, Sabella D, Venerito V, Filannino P, Bellotti R, De Angelis M, Iannone F, Tangaro S. Novielli P, et al. Among authors: diacono d. Front Microbiol. 2024 Feb 15;15:1348974. doi: 10.3389/fmicb.2024.1348974. eCollection 2024. Front Microbiol. 2024. PMID: 38426064 Free PMC article.
Deep learning approach for denoising low-SNR correlation plenoptic images.
Scattarella F, Diacono D, Monaco A, Amoroso N, Bellantuono L, Massaro G, Pepe FV, Tangaro S, Bellotti R, D'Angelo M. Scattarella F, et al. Among authors: diacono d. Sci Rep. 2023 Nov 10;13(1):19645. doi: 10.1038/s41598-023-46765-x. Sci Rep. 2023. PMID: 37950034 Free PMC article.
DTI measurements for Alzheimer's classification.
Maggipinto T, Bellotti R, Amoroso N, Diacono D, Donvito G, Lella E, Monaco A, Antonella Scelsi M, Tangaro S. Maggipinto T, et al. Among authors: diacono d. Phys Med Biol. 2017 Mar 21;62(6):2361-2375. doi: 10.1088/1361-6560/aa5dbe. Epub 2017 Feb 24. Phys Med Biol. 2017. PMID: 28234631
Salient networks: a novel application to study Alzheimer disease.
Amoroso N, Diacono D, La Rocca M, Bellotti R, Tangaro S; Alzheimer’s Disease Neuroimaging Initiative. Amoroso N, et al. Among authors: diacono d. Biomed Eng Online. 2018 Nov 20;17(Suppl 1):162. doi: 10.1186/s12938-018-0566-5. Biomed Eng Online. 2018. PMID: 30458801 Free PMC article.
Deep Learning and Multiplex Networks for Accurate Modeling of Brain Age.
Amoroso N, La Rocca M, Bellantuono L, Diacono D, Fanizzi A, Lella E, Lombardi A, Maggipinto T, Monaco A, Tangaro S, Bellotti R. Amoroso N, et al. Among authors: diacono d. Front Aging Neurosci. 2019 May 22;11:115. doi: 10.3389/fnagi.2019.00115. eCollection 2019. Front Aging Neurosci. 2019. PMID: 31178715 Free PMC article.
27 results