Moore JH - Search Results

1

ODAL: A one-shot distributed algorithm to perform logistic regressions on electronic health records data from multiple clinical sites.

Duan R, Boland MR, Moore JH, Chen Y. Duan R, et al. Among authors: moore jh. Pac Symp Biocomput. 2019;24:30-41. Pac Symp Biocomput. 2019. PMID: 30864308 Free PMC article.

2

A screening-testing approach for detecting gene-environment interactions using sequential penalized and unpenalized multiple logistic regression.

Frost HR, Andrew AS, Karagas MR, Moore JH. Frost HR, et al. Among authors: moore jh. Pac Symp Biocomput. 2015:183-94. Pac Symp Biocomput. 2015. PMID: 25592580 Free PMC article.

3

MISSING DATA IMPUTATION IN THE ELECTRONIC HEALTH RECORD USING DEEPLY LEARNED AUTOENCODERS.

Beaulieu-Jones BK, Moore JH. Beaulieu-Jones BK, et al. Among authors: moore jh. Pac Symp Biocomput. 2017;22:207-218. doi: 10.1142/9789813207813_0021. Pac Symp Biocomput. 2017. PMID: 27896976 Free PMC article.

4

NO-BOUNDARY THINKING IN BIOINFORMATICS.

Moore JH, Jennings SF, Greene CS, Hunter LE, Perkins AD, Williams-Devane C, Wunsch DC, Zhao Z, Huang X. Moore JH, et al. Pac Symp Biocomput. 2017;22:646-648. doi: 10.1142/9789813207813_0060. Pac Symp Biocomput. 2017. PMID: 27897015 Free article.

5

On meta- and mega-analyses for gene-environment interactions.

Huang J, Liu Y, Vitale S, Penning TM, Whitehead AS, Blair IA, Vachani A, Clapper ML, Muscat JE, Lazarus P, Scheet P, Moore JH, Chen Y. Huang J, et al. Among authors: moore jh. Genet Epidemiol. 2017 Dec;41(8):876-886. doi: 10.1002/gepi.22085. Epub 2017 Nov 7. Genet Epidemiol. 2017. PMID: 29110346 Free PMC article.

6

PIE: A prior knowledge guided integrated likelihood estimation method for bias reduction in association studies using electronic health records data.

Huang J, Duan R, Hubbard RA, Wu Y, Moore JH, Xu H, Chen Y. Huang J, et al. Among authors: moore jh. J Am Med Inform Assoc. 2018 Mar 1;25(3):345-352. doi: 10.1093/jamia/ocx137. J Am Med Inform Assoc. 2018. PMID: 29206922 Free PMC article.

7

Mapping Patient Trajectories using Longitudinal Extraction and Deep Learning in the MIMIC-III Critical Care Database.

Beaulieu-Jones BK, Orzechowski P, Moore JH. Beaulieu-Jones BK, et al. Among authors: moore jh. Pac Symp Biocomput. 2018;23:123-132. Pac Symp Biocomput. 2018. PMID: 29218875 Free article.

8

Data-driven advice for applying machine learning to bioinformatics problems.

Olson RS, Cava W, Mustahsan Z, Varik A, Moore JH. Olson RS, et al. Among authors: moore jh. Pac Symp Biocomput. 2018;23:192-203. Pac Symp Biocomput. 2018. PMID: 29218881 Free PMC article.

9

A heuristic method for simulating open-data of arbitrary complexity that can be used to compare and evaluate machine learning methods.

Moore JH, Shestov M, Schmitt P, Olson RS. Moore JH, et al. Pac Symp Biocomput. 2018;23:259-267. Pac Symp Biocomput. 2018. PMID: 29218887 Free PMC article.

10

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: moore jh. Pac Symp Biocomput. 2018;23:460-471. Pac Symp Biocomput. 2018. PMID: 29218905 Free PMC article.

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