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Comparison of Natural Language Processing Rules-based and Machine-learning Systems to Identify Lumbar Spine Imaging Findings Related to Low Back Pain.
Tan WK, Hassanpour S, Heagerty PJ, Rundell SD, Suri P, Huhdanpaa HT, James K, Carrell DS, Langlotz CP, Organ NL, Meier EN, Sherman KJ, Kallmes DF, Luetmer PH, Griffith B, Nerenz DR, Jarvik JG. Tan WK, et al. Among authors: carrell ds. Acad Radiol. 2018 Nov;25(11):1422-1432. doi: 10.1016/j.acra.2018.03.008. Epub 2018 Mar 28. Acad Radiol. 2018. PMID: 29605561 Free PMC article.
Genome-wide association studies of low back pain and lumbar spinal disorders using electronic health record data identify a locus associated with lumbar spinal stenosis.
Suri P, Stanaway IB, Zhang Y, Freidin MB, Tsepilov YA, Carrell DS, Williams FMK, Aulchenko YS, Hakonarson H, Namjou B, Crosslin DR, Jarvik GP, Lee MT. Suri P, et al. Among authors: carrell ds. Pain. 2021 Aug 1;162(8):2263-2272. doi: 10.1097/j.pain.0000000000002221. Pain. 2021. PMID: 33729212 Free PMC article.
Letter to the Editor re Beachler, et al, 2021.
Gruber S, Carrell DS, Floyd JS, Nelson JC, Hazlehurst BL, Heagerty PJ. Gruber S, et al. Among authors: carrell ds. Pharmacoepidemiol Drug Saf. 2021 Dec;30(12):1735-1736. doi: 10.1002/pds.5342. Epub 2021 Sep 16. Pharmacoepidemiol Drug Saf. 2021. PMID: 34409675 No abstract available.
Clinical documentation of patient-reported medical cannabis use in primary care: Toward scalable extraction using natural language processing methods.
Carrell DS, Cronkite DJ, Shea M, Oliver M, Luce C, Matson TE, Bobb JF, Hsu C, Binswanger IA, Browne KC, Saxon AJ, McCormack J, Jelstrom E, Ghitza UE, Campbell CI, Bradley KA, Lapham GT. Carrell DS, et al. Subst Abus. 2022;43(1):917-924. doi: 10.1080/08897077.2021.1986767. Subst Abus. 2022. PMID: 35254218 Free PMC article.
Improving Methods of Identifying Anaphylaxis for Medical Product Safety Surveillance Using Natural Language Processing and Machine Learning.
Carrell DS, Gruber S, Floyd JS, Bann MA, Cushing-Haugen KL, Johnson RL, Graham V, Cronkite DJ, Hazlehurst BL, Felcher AH, Bejan CA, Kennedy A, Shinde MU, Karami S, Ma Y, Stojanovic D, Zhao Y, Ball R, Nelson JC. Carrell DS, et al. Am J Epidemiol. 2023 Feb 1;192(2):283-295. doi: 10.1093/aje/kwac182. Am J Epidemiol. 2023. PMID: 36331289 Free PMC article.
Evaluation of the portability of computable phenotypes with natural language processing in the eMERGE network.
Pacheco JA, Rasmussen LV, Wiley K Jr, Person TN, Cronkite DJ, Sohn S, Murphy S, Gundelach JH, Gainer V, Castro VM, Liu C, Mentch F, Lingren T, Sundaresan AS, Eickelberg G, Willis V, Furmanchuk A, Patel R, Carrell DS, Deng Y, Walton N, Satterfield BA, Kullo IJ, Dikilitas O, Smith JC, Peterson JF, Shang N, Kiryluk K, Ni Y, Li Y, Nadkarni GN, Rosenthal EA, Walunas TL, Williams MS, Karlson EW, Linder JE, Luo Y, Weng C, Wei W. Pacheco JA, et al. Among authors: carrell ds. Sci Rep. 2023 Feb 3;13(1):1971. doi: 10.1038/s41598-023-27481-y. Sci Rep. 2023. PMID: 36737471 Free PMC article.
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