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Boosting efficiency in a clinical literature surveillance system with LightGBM.
Lokker C, Abdelkader W, Bagheri E, Parrish R, Cotoi C, Navarro T, Germini F, Linkins LA, Haynes RB, Chu L, Afzal M, Iorio A. Lokker C, et al. Among authors: parrish r. PLOS Digit Health. 2024 Sep 23;3(9):e0000299. doi: 10.1371/journal.pdig.0000299. eCollection 2024 Sep. PLOS Digit Health. 2024. PMID: 39312500 Free PMC article.
A Deep Learning Approach to Refine the Identification of High-Quality Clinical Research Articles From the Biomedical Literature: Protocol for Algorithm Development and Validation.
Abdelkader W, Navarro T, Parrish R, Cotoi C, Germini F, Linkins LA, Iorio A, Haynes RB, Ananiadou S, Chu L, Lokker C. Abdelkader W, et al. Among authors: parrish r. JMIR Res Protoc. 2021 Nov 29;10(11):e29398. doi: 10.2196/29398. JMIR Res Protoc. 2021. PMID: 34847061 Free PMC article.
Second-order peer review of the medical literature for clinical practitioners.
Haynes RB, Cotoi C, Holland J, Walters L, Wilczynski N, Jedraszewski D, McKinlay J, Parrish R, McKibbon KA; McMaster Premium Literature Service (PLUS) Project. Haynes RB, et al. Among authors: parrish r. JAMA. 2006 Apr 19;295(15):1801-8. doi: 10.1001/jama.295.15.1801. JAMA. 2006. PMID: 16622142
McMaster PLUS: a cluster randomized clinical trial of an intervention to accelerate clinical use of evidence-based information from digital libraries.
Haynes RB, Holland J, Cotoi C, McKinlay RJ, Wilczynski NL, Walters LA, Jedras D, Parrish R, McKibbon KA, Garg A, Walter SD. Haynes RB, et al. Among authors: parrish r. J Am Med Inform Assoc. 2006 Nov-Dec;13(6):593-600. doi: 10.1197/jamia.M2158. Epub 2006 Aug 23. J Am Med Inform Assoc. 2006. PMID: 16929034 Free PMC article. Clinical Trial.
607 results