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Evaluation of federated learning variations for COVID-19 diagnosis using chest radiographs from 42 US and European hospitals.
Peng L, Luo G, Walker A, Zaiman Z, Jones EK, Gupta H, Kersten K, Burns JL, Harle CA, Magoc T, Shickel B, Steenburg SD, Loftus T, Melton GB, Gichoya JW, Sun J, Tignanelli CJ. Peng L, et al. Among authors: tignanelli cj. J Am Med Inform Assoc. 2022 Dec 13;30(1):54-63. doi: 10.1093/jamia/ocac188. J Am Med Inform Assoc. 2022. PMID: 36214629 Free PMC article.
Named Entity Recognition in Prehospital Trauma Care.
Silverman GM, Lindemann EA, Rajamani G, Finzel RL, McEwan R, Knoll BC, Pakhomov S, Melton GB, Tignanelli CJ. Silverman GM, et al. Among authors: tignanelli cj. Stud Health Technol Inform. 2019 Aug 21;264:1586-1587. doi: 10.3233/SHTI190547. Stud Health Technol Inform. 2019. PMID: 31438244 Free PMC article.
Natural language processing of prehospital emergency medical services trauma records allows for automated characterization of treatment appropriateness.
Tignanelli CJ, Silverman GM, Lindemann EA, Trembley AL, Gipson JC, Beilman G, Lyng JW, Finzel R, McEwan R, Knoll BC, Pakhomov S, Melton GB. Tignanelli CJ, et al. J Trauma Acute Care Surg. 2020 May;88(5):607-614. doi: 10.1097/TA.0000000000002598. J Trauma Acute Care Surg. 2020. PMID: 31977990 Free PMC article.
Outpatient metformin use is associated with reduced severity of COVID-19 disease in adults with overweight or obesity.
Bramante CT, Buse J, Tamaritz L, Palacio A, Cohen K, Vojta D, Liebovitz D, Mitchell N, Nicklas J, Lingvay I, Clark JM, Aronne LJ, Anderson E, Usher M, Demmer R, Melton GB, Ingraham N, Tignanelli CJ. Bramante CT, et al. Among authors: tignanelli cj. J Med Virol. 2021 Jul;93(7):4273-4279. doi: 10.1002/jmv.26873. Epub 2021 Mar 23. J Med Virol. 2021. PMID: 33580540 Free PMC article.
Characterizing COVID-19 clinical phenotypes and associated comorbidities and complication profiles.
Lusczek ER, Ingraham NE, Karam BS, Proper J, Siegel L, Helgeson ES, Lotfi-Emran S, Zolfaghari EJ, Jones E, Usher MG, Chipman JG, Dudley RA, Benson B, Melton GB, Charles A, Lupei MI, Tignanelli CJ. Lusczek ER, et al. Among authors: tignanelli cj. PLoS One. 2021 Mar 31;16(3):e0248956. doi: 10.1371/journal.pone.0248956. eCollection 2021. PLoS One. 2021. PMID: 33788884 Free PMC article.
Racial and Ethnic Disparities in Hospital Admissions from COVID-19: Determining the Impact of Neighborhood Deprivation and Primary Language.
Ingraham NE, Purcell LN, Karam BS, Dudley RA, Usher MG, Warlick CA, Allen ML, Melton GB, Charles A, Tignanelli CJ. Ingraham NE, et al. Among authors: tignanelli cj. J Gen Intern Med. 2021 Nov;36(11):3462-3470. doi: 10.1007/s11606-021-06790-w. Epub 2021 May 18. J Gen Intern Med. 2021. PMID: 34003427 Free PMC article.
120 results