Simon G - Search Results

1

Statin Use, Diabetes Incidence and Overall Mortality in Normoglycemic and Impaired Fasting Glucose Patients.

Castro MR, Simon G, Cha SS, Yawn BP, Melton LJ 3rd, Caraballo PJ. Castro MR, et al. Among authors: simon g. J Gen Intern Med. 2016 May;31(5):502-8. doi: 10.1007/s11606-015-3583-0. Epub 2016 Feb 5. J Gen Intern Med. 2016. PMID: 26850412 Free PMC article.

2

Quantifying the effect of statin use in pre-diabetic phenotypes discovered through association rule mining.

Schrom JR, Caraballo PJ, Castro MR, Simon GJ. Schrom JR, et al. AMIA Annu Symp Proc. 2013 Nov 16;2013:1249-57. eCollection 2013. AMIA Annu Symp Proc. 2013. PMID: 24551405 Free PMC article.

3

Survival association rule mining towards type 2 diabetes risk assessment.

Simon GJ, Schrom J, Castro MR, Li PW, Caraballo PJ. Simon GJ, et al. AMIA Annu Symp Proc. 2013 Nov 16;2013:1293-302. eCollection 2013. AMIA Annu Symp Proc. 2013. PMID: 24551408 Free PMC article.

4

Divisive Hierarchical Clustering towards Identifying Clinically Significant Pre-Diabetes Subpopulations.

Kim E, Oh W, Pieczkiewicz DS, Castro MR, Caraballo PJ, Simon GJ. Kim E, et al. AMIA Annu Symp Proc. 2014 Nov 14;2014:1815-24. eCollection 2014. AMIA Annu Symp Proc. 2014. PMID: 25954454 Free PMC article.

5

Type 2 Diabetes Mellitus Trajectories and Associated Risks.

Oh W, Kim E, Castro MR, Caraballo PJ, Kumar V, Steinbach MS, Simon GJ. Oh W, et al. Big Data. 2016 Mar 1;4(1):25-30. doi: 10.1089/big.2015.0029. Big Data. 2016. PMID: 27158565 Free PMC article.

6

Providers' Response to Clinical Decision Support for QT Prolonging Drugs.

Sharma S, Martijn Bos J, Tarrell RF, Simon GJ, Morlan BW, Ackerman MJ, Caraballo PJ. Sharma S, et al. J Med Syst. 2017 Sep 2;41(10):161. doi: 10.1007/s10916-017-0803-7. J Med Syst. 2017. PMID: 28866768

7

Development and Validation of Machine Learning Models for Prediction of 1-Year Mortality Utilizing Electronic Medical Record Data Available at the End of Hospitalization in Multicondition Patients: a Proof-of-Concept Study.

Sahni N, Simon G, Arora R. Sahni N, et al. Among authors: simon g. J Gen Intern Med. 2018 Jun;33(6):921-928. doi: 10.1007/s11606-018-4316-y. Epub 2018 Jan 30. J Gen Intern Med. 2018. PMID: 29383551 Free PMC article.

8

Diagnostic Discordance, Health Information Exchange, and Inter-Hospital Transfer Outcomes: a Population Study.

Usher M, Sahni N, Herrigel D, Simon G, Melton GB, Joseph A, Olson A. Usher M, et al. Among authors: simon g. J Gen Intern Med. 2018 Sep;33(9):1447-1453. doi: 10.1007/s11606-018-4491-x. Epub 2018 May 29. J Gen Intern Med. 2018. PMID: 29845466 Free PMC article.

9

Estimating Disease Onset Time by Modeling Lab Result Trajectories via Bayes Networks.

Oh W, Yadav P, Kumar V, Caraballo PJ, Castro MR, Steinbach MS, Simon GJ. Oh W, et al. Proc (IEEE Int Conf Healthc Inform). 2017 Aug;2017:374-379. doi: 10.1109/ICHI.2017.41. Epub 2017 Sep 14. Proc (IEEE Int Conf Healthc Inform). 2017. PMID: 29862384 Free PMC article.

10

Multi-Task Learning to Identify Outcome-Specific Risk Factors that Distinguish Individual Micro and Macrovascular Complications of Type 2 Diabetes.

Kim E, Pieczkiewicz DS, Castro MR, Caraballo PJ, Simon GJ. Kim E, et al. AMIA Jt Summits Transl Sci Proc. 2018 May 18;2017:122-131. eCollection 2018. AMIA Jt Summits Transl Sci Proc. 2018. PMID: 29888055 Free PMC article.

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