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A 'Multiomic' Approach of Saliva Metabolomics, Microbiota, and Serum Biomarkers to Assess the Need of Hospitalization in Coronavirus Disease 2019.
Pozzi C, Levi R, Braga D, Carli F, Darwich A, Spadoni I, Oresta B, Dioguardi CC, Peano C, Ubaldi L, Angelotti G, Bottazzi B, Garlanda C, Desai A, Voza A, Azzolini E, Cecconi M; ICH COVID-19 Task-force; Mantovani A, Penna G, Barbieri R, Politi LS, Rescigno M. Pozzi C, et al. Among authors: angelotti g. Gastro Hep Adv. 2022;1(2):194-209. doi: 10.1016/j.gastha.2021.12.006. Epub 2022 Feb 7. Gastro Hep Adv. 2022. PMID: 35174369 Free PMC article.
ICU management based on big data.
Falini S, Angelotti G, Cecconi M. Falini S, et al. Among authors: angelotti g. Curr Opin Anaesthesiol. 2020 Apr;33(2):162-169. doi: 10.1097/ACO.0000000000000834. Curr Opin Anaesthesiol. 2020. PMID: 32022730 Review.
The effect of COVID-19 epidemic on vital signs in hospitalized patients: a pre-post heat-map study from a large teaching hospital.
Caruso PF, Angelotti G, Greco M, Albini M, Savevski V, Azzolini E, Briani M, Ciccarelli M, Aghemo A, Kurihara H, Voza A, Badalamenti S, Lagioia M, Cecconi M; Humanitas COVID-19 Task Force. Caruso PF, et al. Among authors: angelotti g. J Clin Monit Comput. 2022 Jun;36(3):829-837. doi: 10.1007/s10877-021-00715-y. Epub 2021 May 10. J Clin Monit Comput. 2022. PMID: 33970387 Free PMC article.
Outcome prediction during an ICU surge using a purely data-driven approach: A supervised machine learning case-study in critically ill patients from COVID-19 Lombardy outbreak.
Greco M, Angelotti G, Caruso PF, Zanella A, Stomeo N, Costantini E, Protti A, Pesenti A, Grasselli G, Cecconi M; Lombardy ICU Network. Greco M, et al. Among authors: angelotti g. Int J Med Inform. 2022 Aug;164:104807. doi: 10.1016/j.ijmedinf.2022.104807. Epub 2022 Jun 2. Int J Med Inform. 2022. PMID: 35671585 Free PMC article.
Artificial intelligence-based radiomics on computed tomography of lumbar spine in subjects with fragility vertebral fractures.
Biamonte E, Levi R, Carrone F, Vena W, Brunetti A, Battaglia M, Garoli F, Savini G, Riva M, Ortolina A, Tomei M, Angelotti G, Laino ME, Savevski V, Mollura M, Fornari M, Barbieri R, Lania AG, Grimaldi M, Politi LS, Mazziotti G. Biamonte E, et al. Among authors: angelotti g. J Endocrinol Invest. 2022 Oct;45(10):2007-2017. doi: 10.1007/s40618-022-01837-z. Epub 2022 Jun 25. J Endocrinol Invest. 2022. PMID: 35751803
CT-based radiomics can identify physiological modifications of bone structure related to subjects' age and sex.
Levi R, Garoli F, Battaglia M, Rizzo DAA, Mollura M, Savini G, Riva M, Tomei M, Ortolina A, Fornari M, Rohatgi S, Angelotti G, Savevski V, Mazziotti G, Barbieri R, Grimaldi M, Politi LS. Levi R, et al. Among authors: angelotti g. Radiol Med. 2023 Jun;128(6):744-754. doi: 10.1007/s11547-023-01641-6. Epub 2023 May 6. Radiol Med. 2023. PMID: 37147473
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