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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.
NLP-PIER: A Scalable Natural Language Processing, Indexing, and Searching Architecture for Clinical Notes.
McEwan R, Melton GB, Knoll BC, Wang Y, Hultman G, Dale JL, Meyer T, Pakhomov SV.
McEwan R, et al. Among authors: knoll bc.
AMIA Jt Summits Transl Sci Proc. 2016 Jul 20;2016:150-9. eCollection 2016.
AMIA Jt Summits Transl Sci Proc. 2016.
PMID: 27570663
Free PMC article.
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Recurrent Deep Network Models for Clinical NLP Tasks: Use Case with Sentence Boundary Disambiguation.
Knoll BC, Lindemann EA, Albert AL, Melton GB, Pakhomov SVS.
Knoll BC, et al.
Stud Health Technol Inform. 2019 Aug 21;264:198-202. doi: 10.3233/SHTI190211.
Stud Health Technol Inform. 2019.
PMID: 31437913
Free PMC article.
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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: knoll bc.
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: knoll bc.
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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Advanced Care Planning Content Encoding with Natural Language Processing.
Knoll BC, Gunderson M, Rajamani G, Wick EC, Colley A, Lindemann E, Rizvi R, Diethelm M, Hultman G, Pierce L, Zhang R, Melton GB.
Knoll BC, et al.
Stud Health Technol Inform. 2024 Jan 25;310:609-613. doi: 10.3233/SHTI231037.
Stud Health Technol Inform. 2024.
PMID: 38269881
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