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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. Among authors: knoll bc. 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: 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.
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