Literature DB >> 29397494

Adenoma Detection Rate Falls at the End of the Day in a Large Multi-site Sample.

Felippe O Marcondes1, Rebecca A Gourevitch2, Robert E Schoen3,4, Seth D Crockett5, Michele Morris6, Ateev Mehrotra2,7.   

Abstract

BACKGROUND: There is concern that mental and physical fatigue among endoscopists over the course of the day will lead to lower adenoma detection rate (ADR). There are mixed findings in the prior literature on whether such an association exists. AIMS: The aim of this study was to measure the association between the number of colonoscopies performed in a day and ADR and withdrawal time.
METHODS: We analyzed 86,624 colonoscopy and associated pathology reports between October 2013 and September 2015 from 131 physicians at two medical centers. A previously validated natural language processing program was used to abstract relevant data. We identified the order of colonoscopies performed in the physicians' schedule and calculated the ADR and withdrawal time for each colonoscopy position.
RESULTS: The ADR for our overall sample was 29.9 (CI 29.6-30.2). The ADR for colonoscopies performed at the 9th + position was significantly lower than those at the 1st-4th or 5th-8th position, 27.2 (CI 25.8-28.6) versus 29.9 (CI 29.5-30.3), 30.2 (CI 29.6-30.9), respectively. Withdrawal time steadily decreased by colonoscopy position going from 11.6 (CI 11.4-11.9) min for the 1st colonoscopy to 9.6 (8.9-10.3) min for the 9th colonoscopy.
CONCLUSION: In our study population, ADR and withdrawal time decrease by roughly 7 and 20%, respectively, by the end of the day. Our results imply that rather than mental or physical fatigue, lower ADR at the end of the day might be driven by endoscopists rushing.

Entities:  

Keywords:  Adenoma detection rate; Colonoscopy; Quality measurement

Mesh:

Year:  2018        PMID: 29397494      PMCID: PMC6715419          DOI: 10.1007/s10620-018-4947-1

Source DB:  PubMed          Journal:  Dig Dis Sci        ISSN: 0163-2116            Impact factor:   3.199


  21 in total

1.  Developing a natural language processing application for measuring the quality of colonoscopy procedures.

Authors:  Henk Harkema; Wendy W Chapman; Melissa Saul; Evan S Dellon; Robert E Schoen; Ateev Mehrotra
Journal:  J Am Med Inform Assoc       Date:  2011-09-21       Impact factor: 4.497

2.  Reduced polyp detection as endoscopy shift progresses: experience with screening colonoscopy at a tertiary-care hospital.

Authors:  Millie D Long; Christopher Martin; Robert S Sandler; Hans H Herfarth; Nicholas J Shaheen; Evan S Dellon
Journal:  J Clin Gastroenterol       Date:  2011-03       Impact factor: 3.062

Review 3.  Natural language processing: an introduction.

Authors:  Prakash M Nadkarni; Lucila Ohno-Machado; Wendy W Chapman
Journal:  J Am Med Inform Assoc       Date:  2011 Sep-Oct       Impact factor: 4.497

4.  Does endoscopist fatigue impact adenoma detection rate? A review of the evidence to date.

Authors:  Christopher V Almario; Brennan M R Spiegel
Journal:  Gastrointest Endosc       Date:  2017-03       Impact factor: 9.427

5.  Adenoma detection rates vary minimally with time of day and case rank: a prospective study of 2139 first screening colonoscopies.

Authors:  Daniel A Leffler; Rakhi Kheraj; Arjun Bhansali; Hanako Yamanaka; Naama Neeman; Sunil Sheth; Mandeep Sawhney; J Thomas Lamont; Mark D Aronson
Journal:  Gastrointest Endosc       Date:  2012-03       Impact factor: 9.427

6.  Endoscopist fatigue estimates and colonoscopic adenoma detection in a large community-based setting.

Authors:  Alexander Lee; Christopher D Jensen; Amy R Marks; Wei K Zhao; Chyke A Doubeni; Ann G Zauber; Virginia P Quinn; Theodore R Levin; Douglas A Corley
Journal:  Gastrointest Endosc       Date:  2016-10-01       Impact factor: 9.427

7.  Time of day variation in polyp detection rate for colonoscopies performed on a 3-hour shift schedule.

Authors:  Gregory W Munson; Gavin C Harewood; Dawn L Francis
Journal:  Gastrointest Endosc       Date:  2010-10-08       Impact factor: 9.427

8.  Applying a natural language processing tool to electronic health records to assess performance on colonoscopy quality measures.

Authors:  Ateev Mehrotra; Evan S Dellon; Robert E Schoen; Melissa Saul; Faraz Bishehsari; Carrie Farmer; Henk Harkema
Journal:  Gastrointest Endosc       Date:  2012-04-04       Impact factor: 9.427

9.  Adenomas are detected more often in morning than in afternoon colonoscopy.

Authors:  Madhusudhan R Sanaka; Fnu Deepinder; Prashanthi N Thota; Rocio Lopez; Carol A Burke
Journal:  Am J Gastroenterol       Date:  2009-06-02       Impact factor: 10.864

10.  Challenges in adapting existing clinical natural language processing systems to multiple, diverse health care settings.

Authors:  David S Carrell; Robert E Schoen; Daniel A Leffler; Michele Morris; Sherri Rose; Andrew Baer; Seth D Crockett; Rebecca A Gourevitch; Katie M Dean; Ateev Mehrotra
Journal:  J Am Med Inform Assoc       Date:  2017-09-01       Impact factor: 4.497

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  6 in total

Review 1.  Evolving Role and Future Directions of Natural Language Processing in Gastroenterology.

Authors:  Fredy Nehme; Keith Feldman
Journal:  Dig Dis Sci       Date:  2020-02-27       Impact factor: 3.199

Review 2.  Scoping out the future: The application of artificial intelligence to gastrointestinal endoscopy.

Authors:  Scott B Minchenberg; Trent Walradt; Jeremy R Glissen Brown
Journal:  World J Gastrointest Oncol       Date:  2022-05-15

Review 3.  Artificial Intelligence in Lower Gastrointestinal Endoscopy: The Current Status and Future Perspective.

Authors:  Sebastian Manuel Milluzzo; Paola Cesaro; Leonardo Minelli Grazioli; Nicola Olivari; Cristiano Spada
Journal:  Clin Endosc       Date:  2021-01-13

4.  Factors Associated with Withdrawal Time in European Colonoscopy Practice: Findings of the European Colonoscopy Quality Investigation (ECQI) Group.

Authors:  Cristiano Spada; Anastasios Koulaouzidis; Cesare Hassan; Pedro Amaro; Anurag Agrawal; Lene Brink; Wolfgang Fischbach; Matthias Hünger; Rodrigo Jover; Urpo Kinnunen; Akiko Ono; Árpád Patai; Silvia Pecere; Lucio Petruzziello; Jürgen F Riemann; Harry Staines; Ann L Stringer; Ervin Toth; Giulio Antonelli; Lorenzo Fuccio
Journal:  Diagnostics (Basel)       Date:  2022-02-15

5.  Impact of pediatric versus adult colonoscope on terminal ileum intubation: a retrospective study.

Authors:  Amer A Alkhatib; Garrett M Fitzmaurice; Shiva Kumar
Journal:  Ann Gastroenterol       Date:  2022-02-21

6.  Study on detection rate of polyps and adenomas in artificial-intelligence-aided colonoscopy.

Authors:  Wen-Na Liu; Yang-Yang Zhang; Xu-Qiang Bian; Li-Juan Wang; Qiang Yang; Xi-Dou Zhang; Jin Huang
Journal:  Saudi J Gastroenterol       Date:  2020 Jan-Feb       Impact factor: 2.485

  6 in total

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