Carrell DS - Search Results

1

Development of a machine learning model to predict mild cognitive impairment using natural language processing in the absence of screening.

Penfold RB, Carrell DS, Cronkite DJ, Pabiniak C, Dodd T, Glass AM, Johnson E, Thompson E, Arrighi HM, Stang PE. Penfold RB, et al. Among authors: carrell ds. BMC Med Inform Decis Mak. 2022 May 12;22(1):129. doi: 10.1186/s12911-022-01864-z. BMC Med Inform Decis Mak. 2022. PMID: 35549702 Free PMC article.

2

The prevalence of problem opioid use in patients receiving chronic opioid therapy: computer-assisted review of electronic health record clinical notes.

Palmer RE, Carrell DS, Cronkite D, Saunders K, Gross DE, Masters E, Donevan S, Hylan TR, Von Kroff M. Palmer RE, et al. Among authors: carrell ds. Pain. 2015 Jul;156(7):1208-1214. doi: 10.1097/j.pain.0000000000000145. Pain. 2015. PMID: 25760471

3

Using natural language processing to identify problem usage of prescription opioids.

Carrell DS, Cronkite D, Palmer RE, Saunders K, Gross DE, Masters ET, Hylan TR, Von Korff M. Carrell DS, et al. Int J Med Inform. 2015 Dec;84(12):1057-64. doi: 10.1016/j.ijmedinf.2015.09.002. Epub 2015 Sep 25. Int J Med Inform. 2015. PMID: 26456569

4

Is the Juice Worth the Squeeze? Costs and Benefits of Multiple Human Annotators for Clinical Text De-identification.

Carrell DS, Cronkite DJ, Malin BA, Aberdeen JS, Hirschman L. Carrell DS, et al. Methods Inf Med. 2016 Aug 5;55(4):356-64. doi: 10.3414/ME15-01-0122. Epub 2016 Jul 13. Methods Inf Med. 2016. PMID: 27405787 Free PMC article.

5

Challenges in adapting existing clinical natural language processing systems to multiple, diverse health care settings.

Carrell DS, Schoen RE, Leffler DA, Morris M, Rose S, Baer A, Crockett SD, Gourevitch RA, Dean KM, Mehrotra A. Carrell DS, et al. J Am Med Inform Assoc. 2017 Sep 1;24(5):986-991. doi: 10.1093/jamia/ocx039. J Am Med Inform Assoc. 2017. PMID: 28419261 Free PMC article.

6

Care Pathways Before First Diagnosis of a Psychotic Disorder in Adolescents and Young Adults.

Simon GE, Stewart C, Hunkeler EM, Yarborough BJ, Lynch F, Coleman KJ, Beck A, Operskalski BH, Penfold RB, Carrell DS. Simon GE, et al. Among authors: carrell ds. Am J Psychiatry. 2018 May 1;175(5):434-442. doi: 10.1176/appi.ajp.2017.17080844. Epub 2018 Jan 24. Am J Psychiatry. 2018. PMID: 29361848 Free PMC article.

7

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.

8

Natural Language Processing-Identified Problem Opioid Use and Its Associated Health Care Costs.

Masters ET, Ramaprasan A, Mardekian J, Palmer RE, Gross DE, Cronkite D, Von Korff M, Carrell DS. Masters ET, et al. Among authors: carrell ds. J Pain Palliat Care Pharmacother. 2018 Jun-Sep;32(2-3):106-115. doi: 10.1080/15360288.2018.1488794. Epub 2019 Jan 31. J Pain Palliat Care Pharmacother. 2018. PMID: 30702378

9

The machine giveth and the machine taketh away: a parrot attack on clinical text deidentified with hiding in plain sight.

Carrell DS, Cronkite DJ, Li MR, Nyemba S, Malin BA, Aberdeen JS, Hirschman L. Carrell DS, et al. J Am Med Inform Assoc. 2019 Dec 1;26(12):1536-1544. doi: 10.1093/jamia/ocz114. J Am Med Inform Assoc. 2019. PMID: 31390016 Free PMC article.

10

Primary Care Opioid Taper Plans Are Associated with Sustained Opioid Dose Reduction.

D Sullivan M, Boudreau D, Ichikawa L, Cronkite D, Albertson-Junkans L, Salgado G, VonKorff M, Carrell DS. D Sullivan M, et al. Among authors: carrell ds. J Gen Intern Med. 2020 Mar;35(3):687-695. doi: 10.1007/s11606-019-05445-1. Epub 2020 Jan 6. J Gen Intern Med. 2020. PMID: 31907789 Free PMC article.

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