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A Decision Support System for Diabetes Chronic Care Models Based on General Practitioner Engagement and EHR Data Sharing.
Frontoni E, Romeo L, Bernardini M, Moccia S, Migliorelli L, Paolanti M, Ferri A, Misericordia P, Mancini A, Zingaretti P. Frontoni E, et al. Among authors: bernardini m. IEEE J Transl Eng Health Med. 2020 Oct 14;8:3000112. doi: 10.1109/JTEHM.2020.3031107. eCollection 2020. IEEE J Transl Eng Health Med. 2020. PMID: 33150095 Free PMC article.
Prediction of complications of type 2 Diabetes: A Machine learning approach.
Nicolucci A, Romeo L, Bernardini M, Vespasiani M, Rossi MC, Petrelli M, Ceriello A, Di Bartolo P, Frontoni E, Vespasiani G. Nicolucci A, et al. Among authors: bernardini m. Diabetes Res Clin Pract. 2022 Aug;190:110013. doi: 10.1016/j.diabres.2022.110013. Epub 2022 Jul 21. Diabetes Res Clin Pract. 2022. PMID: 35870573
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: bernardini m. 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.
Integrative multi-omics analyses to identify the genetic and functional mechanisms underlying ovarian cancer risk regions.
Dareng EO, Coetzee SG, Tyrer JP, Peng PC, Rosenow W, Chen S, Davis BD, Dezem FS, Seo JH, Nameki R, Reyes AL, Aben KKH, Anton-Culver H, Antonenkova NN, Aravantinos G, Bandera EV, Beane Freeman LE, Beckmann MW, Beeghly-Fadiel A, Benitez J, Bernardini MQ, Bjorge L, Black A, Bogdanova NV, Bolton KL, Brenton JD, Budzilowska A, Butzow R, Cai H, Campbell I, Cannioto R, Chang-Claude J, Chanock SJ, Chen K, Chenevix-Trench G; AOCS Group; Chiew YE, Cook LS, DeFazio A, Dennis J, Doherty JA, Dörk T, du Bois A, Dürst M, Eccles DM, Ene G, Fasching PA, Flanagan JM, Fortner RT, Fostira F, Gentry-Maharaj A, Giles GG, Goodman MT, Gronwald J, Haiman CA, Håkansson N, Heitz F, Hildebrandt MAT, Høgdall E, Høgdall CK, Huang RY, Jensen A, Jones ME, Kang D, Karlan BY, Karnezis AN, Kelemen LE, Kennedy CJ, Khusnutdinova EK, Kiemeney LA, Kjaer SK, Kupryjanczyk J, Labrie M, Lambrechts D, Larson MC, Le ND, Lester J, Li L, Lubiński J, Lush M, Marks JR, Matsuo K, May T, McLaughlin JR, McNeish IA, Menon U, Missmer S, Modugno F, Moffitt M, Monteiro AN, Moysich KB, Narod SA, Nguyen-Dumont T, Odunsi K, Olsson H, Onland-Moret NC, Park SK, Pejovic T, Permuth JB, Piskorz A, Prokofyeva D, Riggan MJ, Risch HA, Rodr… See abstract for full author list ➔ Dareng EO, et al. Among authors: bernardini mq. Am J Hum Genet. 2024 May 7:S0002-9297(24)00126-5. doi: 10.1016/j.ajhg.2024.04.011. Online ahead of print. Am J Hum Genet. 2024. PMID: 38723632
350 results