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Dynamic clinical data mining: search engine-based decision support.
Celi LA, Zimolzak AJ, Stone DJ. Celi LA, et al. Among authors: zimolzak aj. JMIR Med Inform. 2014 Jun 23;2(1):e13. doi: 10.2196/medinform.3110. JMIR Med Inform. 2014. PMID: 25600664 Free PMC article.
Making big data useful for health care: a summary of the inaugural mit critical data conference.
Badawi O, Brennan T, Celi LA, Feng M, Ghassemi M, Ippolito A, Johnson A, Mark RG, Mayaud L, Moody G, Moses C, Naumann T, Pimentel M, Pollard TJ, Santos M, Stone DJ, Zimolzak A; MIT Critical Data Conference 2014 Organizing Committee. Badawi O, et al. JMIR Med Inform. 2014 Aug 22;2(2):e22. doi: 10.2196/medinform.3447. JMIR Med Inform. 2014. PMID: 25600172 Free PMC article.
Metadata correction: making big data useful for health care: a summary of the inaugural mit critical data conference.
Badawi O, Brennan T, Celi LA, Feng M, Ghassemi M, Ippolito A, Johnson A, Mark RG, Mayaud L, Moody G, Moses C, Naumann T, Nikore V, Pimentel M, Pollard TJ, Santos M, Stone DJ, Zimolzak A; MIT Critical Data Conference 2014 Organizing Committee. Badawi O, et al. JMIR Med Inform. 2015 Jan 21;3(1):e6. doi: 10.2196/medinform.4226. JMIR Med Inform. 2015. PMID: 25608565 Free PMC article. No abstract available.
Early detection of poor adherers to statins: applying individualized surveillance to pay for performance.
Zimolzak AJ, Spettell CM, Fernandes J, Fusaro VA, Palmer NP, Saria S, Kohane IS, Jonikas MA, Mandl KD. Zimolzak AJ, et al. PLoS One. 2013 Nov 4;8(11):e79611. doi: 10.1371/journal.pone.0079611. eCollection 2013. PLoS One. 2013. PMID: 24223977 Free PMC article.
Interactive Machine Learning for Laboratory Data Integration.
Fillmore N, Do N, Brophy M, Zimolzak A. Fillmore N, et al. Stud Health Technol Inform. 2019 Aug 21;264:133-137. doi: 10.3233/SHTI190198. Stud Health Technol Inform. 2019. PMID: 31437900
The Integrating Pharmacogenetics in Clinical Care (I-PICC) Study: Protocol for a point-of-care randomized controlled trial of statin pharmacogenetics in primary care.
Vassy JL, Brunette CA, Majahalme N, Advani S, MacMullen L, Hau C, Zimolzak AJ, Miller SJ. Vassy JL, et al. Among authors: zimolzak aj. Contemp Clin Trials. 2018 Dec;75:40-50. doi: 10.1016/j.cct.2018.10.010. Epub 2018 Oct 24. Contemp Clin Trials. 2018. PMID: 30367991 Clinical Trial.
Effect of Pharmacogenetic Testing for Statin Myopathy Risk vs Usual Care on Blood Cholesterol: A Randomized Clinical Trial.
Vassy JL, Gaziano JM, Green RC, Ferguson RE, Advani S, Miller SJ, Chun S, Hage AK, Seo SJ, Majahalme N, MacMullen L, Zimolzak AJ, Brunette CA. Vassy JL, et al. Among authors: zimolzak aj. JAMA Netw Open. 2020 Dec 1;3(12):e2027092. doi: 10.1001/jamanetworkopen.2020.27092. JAMA Netw Open. 2020. PMID: 33270123 Free PMC article.
Natural Language Processing of Serum Protein Electrophoresis Reports in the Veterans Affairs Health Care System.
Ryu JH, Zimolzak AJ. Ryu JH, et al. Among authors: zimolzak aj. JCO Clin Cancer Inform. 2020 Aug;4:749-756. doi: 10.1200/CCI.19.00167. JCO Clin Cancer Inform. 2020. PMID: 32813561 Free article.
Pragmatic Trials in Genomic Medicine: The Integrating Pharmacogenetics In Clinical Care (I-PICC) Study.
Brunette CA, Miller SJ, Majahalme N, Hau C, MacMullen L, Advani S, Ludin SA, Zimolzak AJ, Vassy JL. Brunette CA, et al. Among authors: zimolzak aj. Clin Transl Sci. 2020 Mar;13(2):381-390. doi: 10.1111/cts.12723. Epub 2019 Dec 18. Clin Transl Sci. 2020. PMID: 31808996 Free PMC article.
Residual Confounding Lurking in Big Data: A Source of Error.
Danziger J, Zimolzak AJ. Danziger J, et al. Among authors: zimolzak aj. 2016 Sep 10. In: MIT Critical Data, editor. Secondary Analysis of Electronic Health Records [Internet]. Cham (CH): Springer; 2016. Chapter 8. Secondary Analysis of Electronic Health Records. 2016. PMID: 31314266 Free Books & Documents. Review.
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