Natural language processing as an alternative to manual reporting of colonoscopy quality metrics

Background and Aims The adenoma detection rate (ADR) is a quality metric tied to interval colon cancer occurrence. However, manual extraction of data to calculate and track the ADR in clinical practice is labor-intensive. To overcome this difficulty, we developed a natural language processing (NLP)...

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Veröffentlicht in:	Gastrointestinal endoscopy 2015-09, Vol.82 (3), p.512-519
Hauptverfasser:	Raju, Gottumukkala S., MD, FASGE, Lum, Phillip J., BS, Slack, Rebecca S., MS, Thirumurthi, Selvi, MD, Lynch, Patrick M., MD, Miller, Ethan, MD, Weston, Brian R., MD, Davila, Marta L., MD, FASGE, Bhutani, Manoop S., MD, FASGE, Shafi, Mehnaz A., MD, Bresalier, Robert S., MD, Dekovich, Alexander A., MD, Lee, Jeffrey H., MD, MPH, FASGE, Guha, Sushovan, MD, PhD, Pande, Mala, PhD, MPH, Blechacz, Boris, MD, PhD, Rashid, Asif, MD, PhD, Routbort, Mark, MD, PhD, Shuttlesworth, Gladis, PhD, MBA, Mishra, Lopa, MD, Stroehlein, John R., MD, FASGE, Ross, William A., MD, MBA, FASGE
Format:	Artikel
Sprache:	eng
Schlagworte:	Adenoma - diagnosis Automatic Data Processing - methods Colonic Neoplasms - diagnosis Colonoscopy - standards Documentation Early Detection of Cancer Female Gastroenterology and Hepatology Humans Male Natural Language Processing Quality Indicators, Health Care
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