Levine ME - Search Results

1

From Reflection to Action: Combining Machine Learning with Expert Knowledge for Nutrition Goal Recommendations.

Mitchell EG, Heitkemper EM, Burgermaster M, Levine ME, Miao Y, Hwang ML, Desai PM, Cassells A, Tobin JN, Tabak EG, Albers DJ, Smaldone AM, Mamykina L. Mitchell EG, et al. Among authors: levine me. Proc SIGCHI Conf Hum Factor Comput Syst. 2021 May;2021:206. doi: 10.1145/3411764.3445555. Epub 2021 May 7. Proc SIGCHI Conf Hum Factor Comput Syst. 2021. PMID: 35514864 Free PMC article.

2

Data-driven health management: reasoning about personally generated data in diabetes with information technologies.

Mamykina L, Levine ME, Davidson PG, Smaldone AM, Elhadad N, Albers DJ. Mamykina L, et al. Among authors: levine me. J Am Med Inform Assoc. 2016 May;23(3):526-31. doi: 10.1093/jamia/ocv187. Epub 2016 Mar 16. J Am Med Inform Assoc. 2016. PMID: 26984049 Free PMC article.

3

Comparing lagged linear correlation, lagged regression, Granger causality, and vector autoregression for uncovering associations in EHR data.

Levine ME, Albers DJ, Hripcsak G. Levine ME, et al. AMIA Annu Symp Proc. 2017 Feb 10;2016:779-788. eCollection 2016. AMIA Annu Symp Proc. 2017. PMID: 28269874 Free PMC article.

4

Personalized glucose forecasting for type 2 diabetes using data assimilation.

Albers DJ, Levine M, Gluckman B, Ginsberg H, Hripcsak G, Mamykina L. Albers DJ, et al. PLoS Comput Biol. 2017 Apr 27;13(4):e1005232. doi: 10.1371/journal.pcbi.1005232. eCollection 2017 Apr. PLoS Comput Biol. 2017. PMID: 28448498 Free PMC article.

5

A visual analytics approach for pattern-recognition in patient-generated data.

Feller DJ, Burgermaster M, Levine ME, Smaldone A, Davidson PG, Albers DJ, Mamykina L. Feller DJ, et al. Among authors: levine me. J Am Med Inform Assoc. 2018 Oct 1;25(10):1366-1374. doi: 10.1093/jamia/ocy054. J Am Med Inform Assoc. 2018. PMID: 29905826 Free PMC article.

6

Methodological variations in lagged regression for detecting physiologic drug effects in EHR data.

Levine ME, Albers DJ, Hripcsak G. Levine ME, et al. J Biomed Inform. 2018 Oct;86:149-159. doi: 10.1016/j.jbi.2018.08.014. Epub 2018 Aug 30. J Biomed Inform. 2018. PMID: 30172760 Free PMC article.

7

Mechanistic machine learning: how data assimilation leverages physiologic knowledge using Bayesian inference to forecast the future, infer the present, and phenotype.

Albers DJ, Levine ME, Stuart A, Mamykina L, Gluckman B, Hripcsak G. Albers DJ, et al. Among authors: levine me. J Am Med Inform Assoc. 2018 Oct 1;25(10):1392-1401. doi: 10.1093/jamia/ocy106. J Am Med Inform Assoc. 2018. PMID: 30312445 Free PMC article.

8

The parameter Houlihan: A solution to high-throughput identifiability indeterminacy for brutally ill-posed problems.

Albers DJ, Levine ME, Mamykina L, Hripcsak G. Albers DJ, et al. Among authors: levine me. Math Biosci. 2019 Oct;316:108242. doi: 10.1016/j.mbs.2019.108242. Epub 2019 Aug 24. Math Biosci. 2019. PMID: 31454628 Free PMC article.

9

A new approach to integrating patient-generated data with expert knowledge for personalized goal setting: A pilot study.

Burgermaster M, Son JH, Davidson PG, Smaldone AM, Kuperman G, Feller DJ, Burt KG, Levine ME, Albers DJ, Weng C, Mamykina L. Burgermaster M, et al. Among authors: levine me. Int J Med Inform. 2020 Jul;139:104158. doi: 10.1016/j.ijmedinf.2020.104158. Epub 2020 Apr 30. Int J Med Inform. 2020. PMID: 32388157 Free PMC article.

10

Ensemble Kalman Methods With Constraints.

Albers DJ, Blancquart PA, Levine ME, Seylabi EE, Stuart A. Albers DJ, et al. Among authors: levine me. Inverse Probl. 2019;35(9):095007. doi: 10.1088/1361-6420/ab1c09. Epub 2019 Aug 21. Inverse Probl. 2019. PMID: 33223593 Free PMC article.

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