Sharma B - Search Results

1

External validation of a machine learning classifier to identify unhealthy alcohol use in hospitalized patients.

Lin Y, Sharma B, Thompson HM, Boley R, Perticone K, Chhabra N, Afshar M, Karnik NS. Lin Y, et al. Among authors: sharma b. Addiction. 2022 Apr;117(4):925-933. doi: 10.1111/add.15730. Epub 2021 Nov 23. Addiction. 2022. PMID: 34729829 Free PMC article.

2

Development and application of a high throughput natural language processing architecture to convert all clinical documents in a clinical data warehouse into standardized medical vocabularies.

Afshar M, Dligach D, Sharma B, Cai X, Boyda J, Birch S, Valdez D, Zelisko S, Joyce C, Modave F, Price R. Afshar M, et al. Among authors: sharma b. J Am Med Inform Assoc. 2019 Nov 1;26(11):1364-1369. doi: 10.1093/jamia/ocz068. J Am Med Inform Assoc. 2019. PMID: 31145455 Free PMC article.

3

Subtypes in patients with opioid misuse: A prognostic enrichment strategy using electronic health record data in hospitalized patients.

Afshar M, Joyce C, Dligach D, Sharma B, Kania R, Xie M, Swope K, Salisbury-Afshar E, Karnik NS. Afshar M, et al. Among authors: sharma b. PLoS One. 2019 Jul 16;14(7):e0219717. doi: 10.1371/journal.pone.0219717. eCollection 2019. PLoS One. 2019. PMID: 31310611 Free PMC article.

4

Validation of an alcohol misuse classifier in hospitalized patients.

To D, Sharma B, Karnik N, Joyce C, Dligach D, Afshar M. To D, et al. Among authors: sharma b. Alcohol. 2020 May;84:49-55. doi: 10.1016/j.alcohol.2019.09.008. Epub 2019 Sep 28. Alcohol. 2020. PMID: 31574300 Free PMC article.

5

Publicly available machine learning models for identifying opioid misuse from the clinical notes of hospitalized patients.

Sharma B, Dligach D, Swope K, Salisbury-Afshar E, Karnik NS, Joyce C, Afshar M. Sharma B, et al. BMC Med Inform Decis Mak. 2020 Apr 29;20(1):79. doi: 10.1186/s12911-020-1099-y. BMC Med Inform Decis Mak. 2020. PMID: 32349766 Free PMC article.

6

Differences in length of stay and discharge destination among patients with substance use disorders: The effect of Substance Use Intervention Team (SUIT) consultation service.

Thompson HM, Faig W, VanKim NA, Sharma B, Afshar M, Karnik NS. Thompson HM, et al. Among authors: sharma b. PLoS One. 2020 Oct 9;15(10):e0239761. doi: 10.1371/journal.pone.0239761. eCollection 2020. PLoS One. 2020. PMID: 33035229 Free PMC article.

7

External validation of an opioid misuse machine learning classifier in hospitalized adult patients.

Afshar M, Sharma B, Bhalla S, Thompson HM, Dligach D, Boley RA, Kishen E, Simmons A, Perticone K, Karnik NS. Afshar M, et al. Among authors: sharma b. Addict Sci Clin Pract. 2021 Mar 17;16(1):19. doi: 10.1186/s13722-021-00229-7. Addict Sci Clin Pract. 2021. PMID: 33731210 Free PMC article.

8

Bias and fairness assessment of a natural language processing opioid misuse classifier: detection and mitigation of electronic health record data disadvantages across racial subgroups.

Thompson HM, Sharma B, Bhalla S, Boley R, McCluskey C, Dligach D, Churpek MM, Karnik NS, Afshar M. Thompson HM, et al. Among authors: sharma b. J Am Med Inform Assoc. 2021 Oct 12;28(11):2393-2403. doi: 10.1093/jamia/ocab148. J Am Med Inform Assoc. 2021. PMID: 34383925 Free PMC article.

9

Investigating Unhealthy Alcohol Use As an Independent Risk Factor for Increased COVID-19 Disease Severity: Observational Cross-sectional Study.

Bhalla S, Sharma B, Smith D, Boley R, McCluskey C, Ilyas Y, Afshar M, Balk R, Karnik N, Keshavarzian A. Bhalla S, et al. Among authors: sharma b. JMIR Public Health Surveill. 2021 Nov 5;7(11):e33022. doi: 10.2196/33022. JMIR Public Health Surveill. 2021. PMID: 34665758 Free PMC article.

10

The Addition of United States Census-Tract Data Does Not Improve the Prediction of Substance Misuse.

To D, Joyce C, Kulshrestha S, Sharma B, Dligach D, Churpek M, Afshar M. To D, et al. Among authors: sharma b. AMIA Annu Symp Proc. 2022 Feb 21;2021:1149-1158. eCollection 2021. AMIA Annu Symp Proc. 2022. PMID: 35308901 Free PMC article.

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