Liu M - Search Results

1

Cross-site transportability of an explainable artificial intelligence model for acute kidney injury prediction.

Song X, Yu ASL, Kellum JA, Waitman LR, Matheny ME, Simpson SQ, Hu Y, Liu M. Song X, et al. Among authors: liu m. Nat Commun. 2020 Nov 9;11(1):5668. doi: 10.1038/s41467-020-19551-w. Nat Commun. 2020. PMID: 33168827 Free PMC article.

2

Large-scale prediction of adverse drug reactions using chemical, biological, and phenotypic properties of drugs.

Liu M, Wu Y, Chen Y, Sun J, Zhao Z, Chen XW, Matheny ME, Xu H. Liu M, et al. J Am Med Inform Assoc. 2012 Jun;19(e1):e28-35. doi: 10.1136/amiajnl-2011-000699. J Am Med Inform Assoc. 2012. PMID: 22718037 Free PMC article.

3

Determining molecular predictors of adverse drug reactions with causality analysis based on structure learning.

Liu M, Cai R, Hu Y, Matheny ME, Sun J, Hu J, Xu H. Liu M, et al. J Am Med Inform Assoc. 2014 Mar-Apr;21(2):245-51. doi: 10.1136/amiajnl-2013-002051. Epub 2013 Dec 11. J Am Med Inform Assoc. 2014. PMID: 24334612 Free PMC article.

4

Role of text mining in early identification of potential drug safety issues.

Liu M, Hu Y, Tang B. Liu M, et al. Methods Mol Biol. 2014;1159:227-51. doi: 10.1007/978-1-4939-0709-0_13. Methods Mol Biol. 2014. PMID: 24788270 Review.

5

Improving drug safety: From adverse drug reaction knowledge discovery to clinical implementation.

Tan Y, Hu Y, Liu X, Yin Z, Chen XW, Liu M. Tan Y, et al. Among authors: liu x, liu m. Methods. 2016 Nov 1;110:14-25. doi: 10.1016/j.ymeth.2016.07.023. Epub 2016 Jul 30. Methods. 2016. PMID: 27485605 Review.

6

Identification of adverse drug-drug interactions through causal association rule discovery from spontaneous adverse event reports.

Cai R, Liu M, Hu Y, Melton BL, Matheny ME, Xu H, Duan L, Waitman LR. Cai R, et al. Among authors: liu m. Artif Intell Med. 2017 Feb;76:7-15. doi: 10.1016/j.artmed.2017.01.004. Epub 2017 Feb 10. Artif Intell Med. 2017. PMID: 28363289 Free PMC article.

7

Integrating Medication Alert Data into a Clinical Data Repository to Enable Retrospective Study of Drug Interaction Alerts in Clinical Practice.

Liu M, Melton BL, Ator G, Waitman LR. Liu M, et al. AMIA Jt Summits Transl Sci Proc. 2017 Jul 26;2017:213-220. eCollection 2017. AMIA Jt Summits Transl Sci Proc. 2017. PMID: 28815131 Free PMC article.

8

Causal risk factor discovery for severe acute kidney injury using electronic health records.

Chen W, Hu Y, Zhang X, Wu L, Liu K, He J, Tang Z, Song X, Waitman LR, Liu M. Chen W, et al. Among authors: liu k, liu m. BMC Med Inform Decis Mak. 2018 Mar 22;18(Suppl 1):13. doi: 10.1186/s12911-018-0597-7. BMC Med Inform Decis Mak. 2018. PMID: 29589567 Free PMC article.

9

Predicting Inpatient Acute Kidney Injury over Different Time Horizons: How Early and Accurate?

Cheng P, Waitman LR, Hu Y, Liu M. Cheng P, et al. Among authors: liu m. AMIA Annu Symp Proc. 2018 Apr 16;2017:565-574. eCollection 2017. AMIA Annu Symp Proc. 2018. PMID: 29854121 Free PMC article.

10

Optimization of Assembly Pipeline may Improve the Sequence of the Chloroplast Genome in Quercus spinosa.

Zhang X, Hu Y, Liu M, Lang T. Zhang X, et al. Among authors: liu m. Sci Rep. 2018 Jun 11;8(1):8906. doi: 10.1038/s41598-018-27298-0. Sci Rep. 2018. PMID: 29891987 Free PMC article.

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