Waitman LR - Search Results

1

An exploration of ontology-based EMR data abstraction for diabetic kidney disease prediction.

Song X, Waitman LR, Hu Y, Yu ASL, Robbins D, Liu M. Song X, et al. Among authors: waitman lr. AMIA Jt Summits Transl Sci Proc. 2019 May 6;2019:704-713. eCollection 2019. AMIA Jt Summits Transl Sci Proc. 2019. PMID: 31259027 Free PMC article.

2

Longitudinal Risk Prediction of Chronic Kidney Disease in Diabetic Patients Using a Temporal-Enhanced Gradient Boosting Machine: Retrospective Cohort Study.

Song X, Waitman LR, Yu AS, Robbins DC, Hu Y, Liu M. Song X, et al. Among authors: waitman lr. JMIR Med Inform. 2020 Jan 31;8(1):e15510. doi: 10.2196/15510. JMIR Med Inform. 2020. PMID: 32012067 Free PMC article.

3

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: waitman lr. AMIA Annu Symp Proc. 2018 Apr 16;2017:565-574. eCollection 2017. AMIA Annu Symp Proc. 2018. PMID: 29854121 Free PMC article.

4

Robust clinical marker identification for diabetic kidney disease with ensemble feature selection.

Song X, Waitman LR, Hu Y, Yu ASL, Robbins DC, Liu M. Song X, et al. Among authors: waitman lr. J Am Med Inform Assoc. 2019 Mar 1;26(3):242-253. doi: 10.1093/jamia/ocy165. J Am Med Inform Assoc. 2019. PMID: 30602020 Free PMC article.

5

The Impact of Medical Big Data Anonymization on Early Acute Kidney Injury Risk Prediction.

Song X, Waitman LR, Hu Y, Luo B, Li F, Liu M. Song X, et al. Among authors: waitman lr. AMIA Jt Summits Transl Sci Proc. 2020 May 30;2020:617-625. eCollection 2020. AMIA Jt Summits Transl Sci Proc. 2020. PMID: 32477684 Free PMC article.

6

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. Among authors: waitman lr. 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.

7

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: waitman lr. 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.

8

Feature Ranking in Predictive Models for Hospital-Acquired Acute Kidney Injury.

Wu L, Hu Y, Liu X, Zhang X, Chen W, Yu ASL, Kellum JA, Waitman LR, Liu M. Wu L, et al. Among authors: waitman lr. Sci Rep. 2018 Nov 23;8(1):17298. doi: 10.1038/s41598-018-35487-0. Sci Rep. 2018. PMID: 30470779 Free PMC article.

9

Multi-perspective predictive modeling for acute kidney injury in general hospital populations using electronic medical records.

He J, Hu Y, Zhang X, Wu L, Waitman LR, Liu M. He J, et al. Among authors: waitman lr. JAMIA Open. 2019 Apr;2(1):115-122. doi: 10.1093/jamiaopen/ooy043. Epub 2018 Nov 15. JAMIA Open. 2019. PMID: 30976758 Free PMC article.

10

Changing relative risk of clinical factors for hospital-acquired acute kidney injury across age groups: a retrospective cohort study.

Wu L, Hu Y, Zhang X, Chen W, Yu ASL, Kellum JA, Waitman LR, Liu M. Wu L, et al. Among authors: waitman lr. BMC Nephrol. 2020 Aug 2;21(1):321. doi: 10.1186/s12882-020-01980-w. BMC Nephrol. 2020. PMID: 32741377 Free PMC article.

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