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Machine learning using the extreme gradient boosting (XGBoost) algorithm predicts 5-day delta of SOFA score at ICU admission in COVID-19 patients.
Montomoli J, Romeo L, Moccia S, Bernardini M, Migliorelli L, Berardini D, Donati A, Carsetti A, Bocci MG, Wendel Garcia PD, Fumeaux T, Guerci P, Schüpbach RA, Ince C, Frontoni E, Hilty MP; RISC-19-ICU Investigators. Montomoli J, et al. Among authors: moccia s. J Intensive Med. 2021 Oct 22;1(2):110-116. doi: 10.1016/j.jointm.2021.09.002. eCollection 2021 Oct. J Intensive Med. 2021. PMID: 36785563 Free PMC article.
Toward Improving Safety in Neurosurgery with an Active Handheld Instrument.
Moccia S, Foti S, Routray A, Prudente F, Perin A, Sekula RF, Mattos LS, Balzer JR, Fellows-Mayle W, De Momi E, Riviere CN. Moccia S, et al. Ann Biomed Eng. 2018 Oct;46(10):1450-1464. doi: 10.1007/s10439-018-2091-x. Epub 2018 Jul 16. Ann Biomed Eng. 2018. PMID: 30014286 Free PMC article.
Automatic workflow for narrow-band laryngeal video stitching.
Moccia S, Penza V, Vanone GO, De Momi E, Mattos LS. Moccia S, et al. Annu Int Conf IEEE Eng Med Biol Soc. 2016 Aug;2016:1188-1191. doi: 10.1109/EMBC.2016.7590917. Annu Int Conf IEEE Eng Med Biol Soc. 2016. PMID: 28268537
Automatic speech analysis to early detect functional cognitive decline in elderly population.
Ambrosini E, Cid M, de Isla CG, Salamanca P, Borghese NA, Ferrante S, Caielli M, Milis M, Loizou C, Azzolino D, Damanti S, Bertagnoli L, Cesari M, Moccia S. Ambrosini E, et al. Among authors: moccia s. Annu Int Conf IEEE Eng Med Biol Soc. 2019 Jul;2019:212-216. doi: 10.1109/EMBC.2019.8856768. Annu Int Conf IEEE Eng Med Biol Soc. 2019. PMID: 31945880
Learning-based classification of informative laryngoscopic frames.
Moccia S, Vanone GO, Momi E, Laborai A, Guastini L, Peretti G, Mattos LS. Moccia S, et al. Comput Methods Programs Biomed. 2018 May;158:21-30. doi: 10.1016/j.cmpb.2018.01.030. Epub 2018 Jan 31. Comput Methods Programs Biomed. 2018. PMID: 29544787 Free article.
116 results