Browsing Computer Science by Author "Arnold, Mirko"
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An image analysis and machine learning approach to measuring the quality of individual colonoscopy procedures
Arnold, Mirko (Trinity College (Dublin, Ireland). School of Computer Science & Statistics, 2013)The measurement of quality in colonoscopy is an active topic in medical research. Studies report significant miss rates in the detection of colorectal lesions. This has raised the concern among gastroenterologists that the ... -
Experts vs. novices: applying eye-tracking methodologies in colonoscopy video screening for polyp search
Lacey, Gerard; Bernal, Jorge; Sánchez, Javier; Vilariño, Fernando; Arnold, Mirko; Ghosh, Anarta (ACM, 2014)We present in this paper a novel study aiming at identifying the differences in visual search patterns between physicians of diverse levels of expertise during the screening of colonoscopy videos. Physicians were clustered ...