Multi-Center Colonoscopy Quality Measurement Utilizing Natural Language Processing
Imler TD, Morea J, Kahi C, Sherer EA, Cardwell J, Johnson CS, Xu H, Ahnen D, Antaki F, Ashley C, Baffy G, Cho I, Dominitz J, Hou J, Korsten M, Nagar A, Promrat K, Robertson D, Saini S, Shergill A, Smalley W, Imperiale TF. Multi-Center Colonoscopy Quality Measurement Utilizing Natural Language Processing. The American Journal Of Gastroenterology 2015, 110: 543. PMID: 25756240, DOI: 10.1038/ajg.2015.51.Peer-Reviewed Original ResearchMeSH KeywordsAdenomaColonic PolypsColonoscopyColorectal NeoplasmsEarly Detection of CancerHumansHyperplasiaMedical RecordsNatural Language ProcessingReference StandardsConceptsNatural language processingSurveillance intervalsHyperplastic polypsColorectal cancer screeningColonoscopy surveillance intervalsLarge hyperplastic polypsNumber of adenomasAdenoma detection rateSmall hyperplastic polypsSessile serrated polypsColonoscopy quality measuresLanguage processingManual reviewColonoscopy findingsAdvanced adenomasPrimary outcomePathologic findingsPathology recordsCancer screeningSerrated polypsLesion locationColonoscopy qualityExpert manual review