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Items: 10

1.

Classifying injury narratives of large administrative databases for surveillance-A practical approach combining machine learning ensembles and human review.

Marucci-Wellman HR, Corns HL, Lehto MR.

Accid Anal Prev. 2017 Jan;98:359-371. doi: 10.1016/j.aap.2016.10.014. Epub 2016 Nov 15.

2.

Falls and Fall-Related Injuries among Community-Dwelling Adults in the United States.

Verma SK, Willetts JL, Corns HL, Marucci-Wellman HR, Lombardi DA, Courtney TK.

PLoS One. 2016 Mar 15;11(3):e0150939. doi: 10.1371/journal.pone.0150939. eCollection 2016.

3.

Harnessing information from injury narratives in the 'big data' era: understanding and applying machine learning for injury surveillance.

Vallmuur K, Marucci-Wellman HR, Taylor JA, Lehto M, Corns HL, Smith GS.

Inj Prev. 2016 Apr;22 Suppl 1:i34-42. doi: 10.1136/injuryprev-2015-041813. Epub 2016 Jan 4.

4.

The direct cost burden of 13years of disabling workplace injuries in the U.S. (1998-2010): Findings from the Liberty Mutual Workplace Safety Index.

Marucci-Wellman HR, Courtney TK, Corns HL, Sorock GS, Webster BS, Wasiak R, Noy YI, Matz S, Leamon TB.

J Safety Res. 2015 Dec;55:53-62. doi: 10.1016/j.jsr.2015.07.002. Epub 2015 Aug 4.

5.

A practical tool for public health surveillance: Semi-automated coding of short injury narratives from large administrative databases using Naïve Bayes algorithms.

Marucci-Wellman HR, Lehto MR, Corns HL.

Accid Anal Prev. 2015 Nov;84:165-76. doi: 10.1016/j.aap.2015.06.014. Epub 2015 Sep 26.

6.

Factors associated with use of slip-resistant shoes in US limited-service restaurant workers.

Verma SK, Courtney TK, Corns HL, Huang YH, Lombardi DA, Chang WR, Brennan MJ, Perry MJ.

Inj Prev. 2012 Jun;18(3):176-81. doi: 10.1136/injuryprev-2011-040094. Epub 2011 Aug 23.

PMID:
21865205
7.

A combined Fuzzy and Naive Bayesian strategy can be used to assign event codes to injury narratives.

Marucci-Wellman H, Lehto M, Corns H.

Inj Prev. 2011 Dec;17(6):407-14. doi: 10.1136/ip.2010.030593. Epub 2011 Apr 11.

PMID:
21482563
8.

Bayesian methods: a useful tool for classifying injury narratives into cause groups.

Lehto M, Marucci-Wellman H, Corns H.

Inj Prev. 2009 Aug;15(4):259-65. doi: 10.1136/ip.2008.021337.

PMID:
19652000
9.

Transferability of six pesticides from agricultural sprayer surfaces.

Ramwell CT, Johnson PD, Corns H.

Ann Occup Hyg. 2006 Apr;50(3):323-9. Epub 2006 Feb 2.

PMID:
16455809
10.

Unlicensed and off label prescribing of drugs in general practice.

McIntyre J, Conroy S, Avery A, Corns H, Choonara I.

Arch Dis Child. 2000 Dec;83(6):498-501.

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