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Machine Learning Versus Standard Techniques for Updating Searches for Systematic Reviews: A Diagnostic Accuracy Study.
Shekelle PG, Shetty K, Newberry S, Maglione M, Motala A. Shekelle PG, et al. Among authors: shetty k. Ann Intern Med. 2017 Aug 1;167(3):213-215. doi: 10.7326/L17-0124. Epub 2017 Jun 13. Ann Intern Med. 2017. PMID: 28605762 No abstract available.
Challenges in assessing the process-outcome link in practice.
Parast L, Doyle B, Damberg CL, Shetty K, Ganz DA, Wenger NS, Shekelle PG. Parast L, et al. Among authors: shetty k. J Gen Intern Med. 2015 Mar;30(3):359-64. doi: 10.1007/s11606-014-3150-0. Epub 2015 Jan 7. J Gen Intern Med. 2015. PMID: 25564435 Free PMC article. Review.
Using information mining of the medical literature to improve drug safety.
Shetty KD, Dalal SR. Shetty KD, et al. J Am Med Inform Assoc. 2011 Sep-Oct;18(5):668-74. doi: 10.1136/amiajnl-2011-000096. Epub 2011 May 5. J Am Med Inform Assoc. 2011. PMID: 21546507 Free PMC article.
Machine Learning Methods in Systematic Reviews: Identifying Quality Improvement Intervention Evaluations [Internet].
Hempel S, Shetty KD, Shekelle PG, Rubenstein LV, Danz MS, Johnsen B, Dalal SR. Hempel S, et al. Rockville (MD): Agency for Healthcare Research and Quality (US); 2012 Sep. Report No.: 12-EHC125-EF. Agency for Healthcare Research and Quality (US). 2012. PMID: 23101052 Free Books & Documents. Review.
A pilot study using machine learning and domain knowledge to facilitate comparative effectiveness review updating.
Dalal SR, Shekelle PG, Hempel S, Newberry SJ, Motala A, Shetty KD. Dalal SR, et al. Med Decis Making. 2013 Apr;33(3):343-55. doi: 10.1177/0272989X12457243. Epub 2012 Sep 7. Med Decis Making. 2013. PMID: 22961102
Changes in hospital mortality associated with residency work-hour regulations.
Shetty KD, Bhattacharya J. Shetty KD, et al. Ann Intern Med. 2007 Jul 17;147(2):73-80. doi: 10.7326/0003-4819-147-2-200707170-00161. Epub 2007 Jun 4. Ann Intern Med. 2007. PMID: 17548403
Economic Evaluation of Quality Improvement Interventions Designed to Improve Glycemic Control in Diabetes: A Systematic Review and Weighted Regression Analysis.
Nuckols TK, Keeler E, Anderson LJ, Green J, Morton SC, Doyle BJ, Shetty K, Arifkhanova A, Booth M, Shanman R, Shekelle P. Nuckols TK, et al. Among authors: shetty k. Diabetes Care. 2018 May;41(5):985-993. doi: 10.2337/dc17-1495. Diabetes Care. 2018. PMID: 29678865 Free PMC article. Review.
Evaluation of the Work Loss Data Institute's Official Disability Guidelines.
Shetty K, Raaen L, Khodyakov D, Boutsicaris C, Nuckols TK. Shetty K, et al. J Occup Environ Med. 2018 Mar;60(3):e146-e151. doi: 10.1097/JOM.0000000000001230. J Occup Environ Med. 2018. PMID: 29135837
Return on investment for a computerized physician order entry system.
Kaushal R, Jha AK, Franz C, Glaser J, Shetty KD, Jaggi T, Middleton B, Kuperman GJ, Khorasani R, Tanasijevic M, Bates DW; Brigham and Women's Hospital CPOE Working Group. Kaushal R, et al. Among authors: shetty kd. J Am Med Inform Assoc. 2006 May-Jun;13(3):261-6. doi: 10.1197/jamia.M1984. Epub 2006 Feb 24. J Am Med Inform Assoc. 2006. PMID: 16501178 Free PMC article.
A Pilot Study Using Machine Learning and Domain Knowledge To Facilitate Comparative Effectiveness Review Updating [Internet].
Dalal SR, Shekelle PG, Hempel S, Newberry SJ, Motala A, Shetty KD. Dalal SR, et al. Rockville (MD): Agency for Healthcare Research and Quality (US); 2012 Sep. Report No.: 12-EHC069-EF. Agency for Healthcare Research and Quality (US). 2012. PMID: 23057094 Free Books & Documents. Review.
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