Taylor CO - Search Results

1

Incorporation of emergent symptoms and genetic covariates improves prediction of aromatase inhibitor therapy discontinuation.

Rattsev I, Stearns V, Blackford AL, Hertz DL, Smith KL, Rae JM, Taylor CO. Rattsev I, et al. Among authors: taylor co. JAMIA Open. 2024 Jan 19;7(1):ooae006. doi: 10.1093/jamiaopen/ooae006. eCollection 2024 Apr. JAMIA Open. 2024. PMID: 38250582 Free PMC article.

2

Recurrent preterm birth risk assessment for two delivery subtypes: A multivariable analysis.

Rattsev I, Flaks-Manov N, Jelin AC, Bai J, Taylor CO. Rattsev I, et al. Among authors: taylor co. J Am Med Inform Assoc. 2022 Jan 12;29(2):306-320. doi: 10.1093/jamia/ocab184. J Am Med Inform Assoc. 2022. PMID: 34559221 Free PMC article.

3

Factors associated with resistance to SARS-CoV-2 infection discovered using large-scale medical record data and machine learning.

Yang KK, Paris CF, Gorman KT, Rattsev I, Yoo RH, Chen Y, Desman JM, Wei TY, Greenstein JL, Taylor CO, Ray SC. Yang KK, et al. Among authors: taylor co. PLoS One. 2023 Feb 22;18(2):e0278466. doi: 10.1371/journal.pone.0278466. eCollection 2023. PLoS One. 2023. PMID: 36812214 Free PMC article.

4

Patterns of healthcare utilization according to health equity determinants during the first year of the pandemic at Johns Hopkins Medicine.

Yang KK, Rattsev I, Lkhagvajav Z, Flaks-Manov N, Gorman K, Epstein JA, Crainiceanu CM, Taylor CO. Yang KK, et al. Among authors: taylor co. JAMIA Open. 2024 Oct 7;7(4):ooae093. doi: 10.1093/jamiaopen/ooae093. eCollection 2024 Dec. JAMIA Open. 2024. PMID: 39386066 Free PMC article.

5

Predicting Postoperative Pain and Opioid Use with Machine Learning Applied to Longitudinal Electronic Health Record and Wearable Data.

Soley N, Speed TJ, Xie A, Taylor CO. Soley N, et al. Among authors: taylor co. Appl Clin Inform. 2024 May;15(3):569-582. doi: 10.1055/a-2321-0397. Epub 2024 May 7. Appl Clin Inform. 2024. PMID: 38714212

6

Feature engineering with clinical expert knowledge: A case study assessment of machine learning model complexity and performance.

Roe KD, Jawa V, Zhang X, Chute CG, Epstein JA, Matelsky J, Shpitser I, Taylor CO. Roe KD, et al. Among authors: taylor co. PLoS One. 2020 Apr 23;15(4):e0231300. doi: 10.1371/journal.pone.0231300. eCollection 2020. PLoS One. 2020. PMID: 32324754 Free PMC article.

7

Risk for Poor Post-Operative Quality of Life Among Wearable Use Subgroups in an All of Us Research Cohort.

Soley N, Song S, Flaks-Manov N, Taylor CO. Soley N, et al. Among authors: taylor co. Pac Symp Biocomput. 2023;28:31-42. Pac Symp Biocomput. 2023. PMID: 36540962 Free PMC article.

8

Usability, Engagement, and Report Usefulness of Chatbot-Based Family Health History Data Collection: Mixed Methods Analysis.

Nguyen MH, Sedoc J, Taylor CO. Nguyen MH, et al. Among authors: taylor co. J Med Internet Res. 2024 Sep 30;26:e55164. doi: 10.2196/55164. J Med Internet Res. 2024. PMID: 39348188 Free PMC article.

9

A pilot study to predict cardiac arrest in the pediatric intensive care unit.

Kenet AL, Pemmaraju R, Ghate S, Raghunath S, Zhang Y, Yuan M, Wei TY, Desman JM, Greenstein JL, Taylor CO, Ruchti T, Fackler J, Bergmann J. Kenet AL, et al. Among authors: taylor co. Resuscitation. 2023 Apr;185:109740. doi: 10.1016/j.resuscitation.2023.109740. Epub 2023 Feb 16. Resuscitation. 2023. PMID: 36805101

10

An Automated Strategy to Calculate Medication Regimen Complexity.

Lu Y, Green AR, Quiles R, Taylor CO. Lu Y, et al. Among authors: taylor co. AMIA Annu Symp Proc. 2024 Jan 11;2023:1077-1086. eCollection 2023. AMIA Annu Symp Proc. 2024. PMID: 38222413 Free PMC article.

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