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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.
The CLAIRE COVID-19 initiative: approach, experiences and recommendations.
Bontempi G, Chavarriaga R, eD Canck H, Girardi E, Hoos H, Kilbane-Dawe I, Ball T, Nowé A, Sousa J, Bacciu D, Aldinucci M, eD Domenico M, Saffiotti A, Maratea M. Bontempi G, et al. Among authors: aldinucci m. Ethics Inf Technol. 2021;23(Suppl 1):127-133. doi: 10.1007/s10676-020-09567-7. Epub 2021 Feb 9. Ethics Inf Technol. 2021. PMID: 33584129 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.
Parallel stochastic systems biology in the cloud.
Aldinucci M, Torquati M, Spampinato C, Drocco M, Misale C, Calcagno C, Coppo M. Aldinucci M, et al. Brief Bioinform. 2014 Sep;15(5):798-813. doi: 10.1093/bib/bbt040. Epub 2013 Jun 18. Brief Bioinform. 2014. PMID: 23780997 Free article.
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.
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.
PWHATSHAP: efficient haplotyping for future generation sequencing.
Bracciali A, Aldinucci M, Patterson M, Marschall T, Pisanti N, Merelli I, Torquati M. Bracciali A, et al. Among authors: aldinucci m. BMC Bioinformatics. 2016 Sep 22;17(Suppl 11):342. doi: 10.1186/s12859-016-1170-y. BMC Bioinformatics. 2016. PMID: 28185544 Free PMC article.
22 results