DocumentCode
710768
Title
Monitoring quality indicators for screening colonoscopies
Author
Charles, Malcolm ; Miano, Thomas N. ; Xinhe Zhang ; Barnes, Laura E. ; Lobo, Jennifer M.
Author_Institution
Univ. of Virginia, Charlottesville, VA, USA
fYear
2015
fDate
24-24 April 2015
Firstpage
171
Lastpage
175
Abstract
The detection rate of adenomas in screening colonoscopies is an important quality indicator for endoscopists. Successful detection of adenomas is linked to reduced cancer incidence and mortality. This study focuses on evaluating the performance of endoscopists on adenoma detection rate (ADR), polyp detection rate (PDR), and scope withdrawal time. The substitution of PDR for ADR has been suggested due the reliance of ADR calculation on pathology reports. We compare these metrics to established clinical guidelines and to the performance of other individual endoscopists. Our analysis (n = 2730 screening colonoscopies) found variation in ADR for 14 endoscopists, ranging from 0.20 to 0.41. PDR ranged from 0.38 to 0.62. Controlling for age, sex, race, withdrawal time, and the presence of a trainee endoscopist accounted for 34% of variation in PDR but failed to account for any variation in ADR. The Pearson correlation between PDR and ADR is 0.82. These results suggest that PDR has significant value as a quality indicator. The reported variation in detection rates after controlling for case mix signals the need for greater scrutiny of individual endoscopist skill. Understanding the root cause of this variation could potentially lead to better patient outcomes.
Keywords
cancer; endoscopes; medical image processing; object detection; ADR; PDR; Pearson correlation; adenomas detection rate; cancer incidence; cancer mortality; clinical guidelines; endoscopists; pathology reports; polyp detection rate; quality indicator monitoring; screening colonoscopies; Cancer; Colonoscopy; Endoscopes; Guidelines; Logistics; Measurement; Predictive models; Colonoscopy; Electronic Medical Records; Health Data; Machine Learning; Physician Performance;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems and Information Engineering Design Symposium (SIEDS), 2015
Conference_Location
Charlottesville, VA
Print_ISBN
978-1-4799-1831-7
Type
conf
DOI
10.1109/SIEDS.2015.7116968
Filename
7116968
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