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Machine learning-based prediction of adverse events following an acute coronary syndrome (PRAISE): a modelling study of pooled datasets.
D'Ascenzo F, De Filippo O, Gallone G, Mittone G, Deriu MA, Iannaccone M, Ariza-Solé A, Liebetrau C, Manzano-Fernández S, Quadri G, Kinnaird T, Campo G, Simao Henriques JP, Hughes JM, Dominguez-Rodriguez A, Aldinucci M, Morbiducci U, Patti G, Raposeiras-Roubin S, Abu-Assi E, De Ferrari GM; PRAISE study group. D'Ascenzo F, et al. Among authors: aldinucci m. Lancet. 2021 Jan 16;397(10270):199-207. doi: 10.1016/S0140-6736(20)32519-8. Lancet. 2021. PMID: 33453782
Machine learning for cardiology.
Arfat Y, Mittone G, Esposito R, Cantalupo B, DE Ferrari GM, Aldinucci M. Arfat Y, et al. Among authors: aldinucci m. Minerva Cardiol Angiol. 2022 Feb;70(1):75-91. doi: 10.23736/S2724-5683.21.05709-4. Epub 2021 Aug 2. Minerva Cardiol Angiol. 2022. PMID: 34338485 Free article. Review.
MERGE: A model for multi-input biomedical federated learning.
Casella B, Riviera W, Aldinucci M, Menegaz G. Casella B, et al. Among authors: aldinucci m. Patterns (N Y). 2023 Oct 6;4(11):100856. doi: 10.1016/j.patter.2023.100856. eCollection 2023 Nov 10. Patterns (N Y). 2023. PMID: 38035188 Free PMC article.
An explainable AI system for automated COVID-19 assessment and lesion categorization from CT-scans.
Pennisi M, Kavasidis I, Spampinato C, Schinina V, Palazzo S, Salanitri FP, Bellitto G, Rundo F, Aldinucci M, Cristofaro M, Campioni P, Pianura E, Di Stefano F, Petrone A, Albarello F, Ippolito G, Cuzzocrea S, Conoci S. Pennisi M, et al. Among authors: aldinucci m. Artif Intell Med. 2021 Aug;118:102114. doi: 10.1016/j.artmed.2021.102114. Epub 2021 May 21. Artif Intell Med. 2021. PMID: 34412837 Free PMC article.
Neural Transformers for Intraductal Papillary Mucosal Neoplasms (IPMN) Classification in MRI images.
Salanitri FP, Bellitto G, Palazzo S, Irmakci I, Wallace M, Bolan C, Engels M, Hoogenboom S, Aldinucci M, Bagci U, Giordano D, Spampinato C. Salanitri FP, et al. Among authors: aldinucci m. Annu Int Conf IEEE Eng Med Biol Soc. 2022 Jul;2022:475-479. doi: 10.1109/EMBC48229.2022.9871547. Annu Int Conf IEEE Eng Med Biol Soc. 2022. PMID: 36085787 Free PMC article.
Sequence alignment tools: one parallel pattern to rule them all?
Misale C, Ferrero G, Torquati M, Aldinucci M. Misale C, et al. Among authors: aldinucci m. Biomed Res Int. 2014;2014:539410. doi: 10.1155/2014/539410. Epub 2014 Jul 24. Biomed Res Int. 2014. PMID: 25147803 Free PMC article.
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