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Natural language processing of prehospital emergency medical services trauma records allows for automated characterization of treatment appropriateness.
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.
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: finzel rl.
Stud Health Technol Inform. 2019 Aug 21;264:1586-1587. doi: 10.3233/SHTI190547.
Stud Health Technol Inform. 2019.
PMID: 31438244
Free PMC article.
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A fast, resource efficient, and reliable rule-based system for COVID-19 symptom identification.
Sahoo HS, Silverman GM, Ingraham NE, Lupei MI, Puskarich MA, Finzel RL, Sartori J, Zhang R, Knoll BC, Liu S, Liu H, Melton GB, Tignanelli CJ, Pakhomov SVS.
Sahoo HS, et al. Among authors: finzel rl.
JAMIA Open. 2021 Aug 7;4(3):ooab070. doi: 10.1093/jamiaopen/ooab070. eCollection 2021 Jul.
JAMIA Open. 2021.
PMID: 34423261
Free PMC article.
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Using consumer-wearable technology for remote assessment of physiological response to stress in the naturalistic environment.
Pakhomov SVS, Thuras PD, Finzel R, Eppel J, Kotlyar M.
Pakhomov SVS, et al. Among authors: finzel r.
PLoS One. 2020 Mar 25;15(3):e0229942. doi: 10.1371/journal.pone.0229942. eCollection 2020.
PLoS One. 2020.
PMID: 32210441
Free PMC article.
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