Breitenstein MK - Search Results

1

An informatics research agenda to support precision medicine: seven key areas.

Tenenbaum JD, Avillach P, Benham-Hutchins M, Breitenstein MK, Crowgey EL, Hoffman MA, Jiang X, Madhavan S, Mattison JE, Nagarajan R, Ray B, Shin D, Visweswaran S, Zhao Z, Freimuth RR. Tenenbaum JD, et al. Among authors: breitenstein mk. J Am Med Inform Assoc. 2016 Jul;23(4):791-5. doi: 10.1093/jamia/ocv213. Epub 2016 Apr 23. J Am Med Inform Assoc. 2016. PMID: 27107452 Free PMC article.

2

Translational Informatics Connects Real-World Information to Knowledge in an Increasingly Data-Driven World.

McDonough CW, Breitenstein MK, Shahin M, Empey PE, Freimuth RR, Li L, Liebman M, Tuteja S. McDonough CW, et al. Among authors: breitenstein mk. Clin Pharmacol Ther. 2020 Apr;107(4):738-741. doi: 10.1002/cpt.1719. Epub 2019 Dec 14. Clin Pharmacol Ther. 2020. PMID: 31837229 Free PMC article. No abstract available.

3

Electronic Health Record Phenotypes for Precision Medicine: Perspectives and Caveats From Treatment of Breast Cancer at a Single Institution.

Breitenstein MK, Liu H, Maxwell KN, Pathak J, Zhang R. Breitenstein MK, et al. Clin Transl Sci. 2018 Jan;11(1):85-92. doi: 10.1111/cts.12514. Clin Transl Sci. 2018. PMID: 29084368 Free PMC article.

4

Using EHR-Linked Biobank Data to Study Metformin Pharmacogenomics.

Breitenstein MK, Simon G, Ryu E, Armasu SM, Weinshilboum RM, Wang L, Pathak J. Breitenstein MK, et al. Stud Health Technol Inform. 2015;210:914-8. Stud Health Technol Inform. 2015. PMID: 25991289 Free PMC article.

5

Considerations for automated machine learning in clinical metabolic profiling: Altered homocysteine plasma concentration associated with metformin exposure.

Orlenko A, Moore JH, Orzechowski P, Olson RS, Cairns J, Caraballo PJ, Weinshilboum RM, Wang L, Breitenstein MK. Orlenko A, et al. Among authors: breitenstein mk. Pac Symp Biocomput. 2018;23:460-471. Pac Symp Biocomput. 2018. PMID: 29218905 Free PMC article.

6

Leveraging an Electronic Health Record-Linked Biorepository to Generate a Metformin Pharmacogenomics Hypothesis.

Breitenstein MK, Wang L, Simon G, Ryu E, Armasu SM, Ray B, Weinshilboum RM, Pathak J. Breitenstein MK, et al. AMIA Jt Summits Transl Sci Proc. 2015 Mar 23;2015:26-30. eCollection 2015. AMIA Jt Summits Transl Sci Proc. 2015. PMID: 26306225 Free PMC article.

7

Studying the Confounding Effects of Socio-Ecological Conditions in Retrospective Clinical Research: A Use Case of Social Stress.

Breitenstein MK, Pathak J, Simon G. Breitenstein MK, et al. AMIA Jt Summits Transl Sci Proc. 2015 Mar 25;2015:41-5. eCollection 2015. AMIA Jt Summits Transl Sci Proc. 2015. PMID: 26306230 Free PMC article.

8

Approaching neural net feature interpretation using stacked autoencoders: gene expression profiling of systemic lupus erythematosus patients.

Breitenstein MK, Hu VJ, Bhatnagar R, Ratnagiri M. Breitenstein MK, et al. AMIA Jt Summits Transl Sci Proc. 2019 May 6;2019:435-442. eCollection 2019. AMIA Jt Summits Transl Sci Proc. 2019. PMID: 31258997 Free PMC article.

9

Integrated machine learning pipeline for aberrant biomarker enrichment (i-mAB): characterizing clusters of differentiation within a compendium of systemic lupus erythematosus patients.

Le TT, Blackwood NO, Taroni JN, Fu W, Breitenstein MK. Le TT, et al. Among authors: breitenstein mk. AMIA Annu Symp Proc. 2018 Dec 5;2018:1358-1367. eCollection 2018. AMIA Annu Symp Proc. 2018. PMID: 30815180 Free PMC article.

10

Association between adverse reactions to allopurinol and exposures to high maintenance doses: implications for management of patients using allopurinol.

Paisansinsup T, Breitenstein MK, Schousboe JT. Paisansinsup T, et al. Among authors: breitenstein mk. J Clin Rheumatol. 2013 Jun;19(4):180-6. doi: 10.1097/RHU.0b013e31829372e6. J Clin Rheumatol. 2013. PMID: 23669799

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