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Sa1408 Screening Colonoscopy Quality Metrics for Males and Females Across Ethnic Groups Using a Natural Language Processing Algorithm

William A Ross,Phillip Lum,Selvi Thirumurthi,Brian Weston,Mala Pande,Manoop S Bhutani,Boris Blechacz,Robert S Bresalier,Marta L Davila,Alexander A Dekovich,Sushovan Guha,Ethan Miller,Jeffrey H Lee,Patrick M Lynch,Mehnaz A Shafi,Gladis Shuttlesworth,Rebecca Slack,Lopa Mishra,John R Stroehlein,Gottumukkala S Raju

Gastrointestinal Endoscopy（2014）

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Abstract
The adenoma detection rate (ADR) has been advocated as a quality metric for screening colonoscopies. Accurate reporting of ADR and other metrics can be challenging, due to variation in documentation among endoscopists and across record systems at a given center. Data abstraction from these records is labor-intensive and inefficient. We developed software using a natural language processing (NLP) algorithm to overcome these obstacles.
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Key words
screening,natural language processing algorithm,females across ethnic groups,natural language
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