Walsh CG - Search Results

1

Ensemble learning to predict opioid-related overdose using statewide prescription drug monitoring program and hospital discharge data in the state of Tennessee.

Ripperger M, Lotspeich SC, Wilimitis D, Fry CE, Roberts A, Lenert M, Cherry C, Latham S, Robinson K, Chen Q, McPheeters ML, Tyndall B, Walsh CG. Ripperger M, et al. Among authors: walsh cg. J Am Med Inform Assoc. 2021 Dec 28;29(1):22-32. doi: 10.1093/jamia/ocab218. J Am Med Inform Assoc. 2021. PMID: 34665246 Free PMC article.

2

Predicting suicide attempts in adolescents with longitudinal clinical data and machine learning.

Walsh CG, Ribeiro JD, Franklin JC. Walsh CG, et al. J Child Psychol Psychiatry. 2018 Dec;59(12):1261-1270. doi: 10.1111/jcpp.12916. Epub 2018 Apr 30. J Child Psychol Psychiatry. 2018. PMID: 29709069

3

X Marks the Spot: Mapping Similarity Between Clinical Trial Cohorts and US Counties.

Lenert MC, Mize DE, Walsh CG. Lenert MC, et al. Among authors: walsh cg. AMIA Annu Symp Proc. 2018 Apr 16;2017:1110-1119. eCollection 2017. AMIA Annu Symp Proc. 2018. PMID: 29854179 Free PMC article.

4

Discovering hidden knowledge through auditing clinical diagnostic knowledge bases.

Lenert MC, Walsh CG, Miller RA. Lenert MC, et al. Among authors: walsh cg. J Biomed Inform. 2018 Aug;84:75-81. doi: 10.1016/j.jbi.2018.06.014. Epub 2018 Jun 22. J Biomed Inform. 2018. PMID: 29940263 Free article.

5

Outpatient Engagement and Predicted Risk of Suicide Attempts in Fibromyalgia.

McKernan LC, Lenert MC, Crofford LJ, Walsh CG. McKernan LC, et al. Among authors: walsh cg. Arthritis Care Res (Hoboken). 2019 Sep;71(9):1255-1263. doi: 10.1002/acr.23748. Epub 2019 Jul 23. Arthritis Care Res (Hoboken). 2019. PMID: 30192068 Free PMC article.

6

A method for analyzing inpatient care variability through physicians' orders.

Lenert MC, Miller RA, Vorobeychik Y, Walsh CG. Lenert MC, et al. Among authors: walsh cg. J Biomed Inform. 2019 Mar;91:103111. doi: 10.1016/j.jbi.2019.103111. Epub 2019 Jan 30. J Biomed Inform. 2019. PMID: 30710635 Free PMC article.

7

Balancing Performance and Interpretability: Selecting Features with Bootstrapped Ridge Regression.

Lenert MC, Walsh CG. Lenert MC, et al. Among authors: walsh cg. AMIA Annu Symp Proc. 2018 Dec 5;2018:1377-1386. eCollection 2018. AMIA Annu Symp Proc. 2018. PMID: 30815182 Free PMC article.

8

Maintaining automated measurement of Choosing Wisely adherence across the ICD 9 to 10 transition.

Angiolillo J, Rosenbloom ST, McPheeters M, Seibert Tregoning G, Rothman RL, Walsh CG. Angiolillo J, et al. Among authors: walsh cg. J Biomed Inform. 2019 May;93:103142. doi: 10.1016/j.jbi.2019.103142. Epub 2019 Mar 7. J Biomed Inform. 2019. PMID: 30853653 Free article.

9

A nonparametric updating method to correct clinical prediction model drift.

Davis SE, Greevy RA, Fonnesbeck C, Lasko TA, Walsh CG, Matheny ME. Davis SE, et al. Among authors: walsh cg. J Am Med Inform Assoc. 2019 Dec 1;26(12):1448-1457. doi: 10.1093/jamia/ocz127. J Am Med Inform Assoc. 2019. PMID: 31397478 Free PMC article.

10

Prognostic models will be victims of their own success, unless….

Lenert MC, Matheny ME, Walsh CG. Lenert MC, et al. Among authors: walsh cg. J Am Med Inform Assoc. 2019 Dec 1;26(12):1645-1650. doi: 10.1093/jamia/ocz145. J Am Med Inform Assoc. 2019. PMID: 31504588 Free PMC article.

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