Improved method for predicting polyp location from CT colonography for optical colonoscopy

The ability to accurately locate a polyp found on computed tomographic colonography (CTC) at subsequent optical colonoscopy (OC) is an important part of CTC for colorectal cancer screening. A previous study has shown that a polyp's normalized distance along the colon centerline (NDACC) derived...

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Hauptverfasser: Chang, Kevin W, Jiamin Liu, Jianhua Yao, Summers, Ronald M
Format: Tagungsbericht
Sprache:eng
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Zusammenfassung:The ability to accurately locate a polyp found on computed tomographic colonography (CTC) at subsequent optical colonoscopy (OC) is an important part of CTC for colorectal cancer screening. A previous study has shown that a polyp's normalized distance along the colon centerline (NDACC) derived from CTC data can be utilized to predict its location at OC. We present a novel and automated method using a high degree uniform B-Spline curve fitting of the colon centerline on CTC to simulate OC colonoscope paths in order to more accurately predict polyp position. This evaluation is to determine whether the B-Spline method produces statistically significant improvement over the NDACC method in terms of prediction errors within 5 and 10 cm (± 1 colonoscope mark). Two-tailed Fisher's Exact Tests indicate the B-Spline method is superior to the NDACC method, especially for locating polyps in the central portion of the colon. The ability to predict polyp locations within 5 and 10 cm increased 31.5 % and 10.2 % respectively using the B-Spline method.
ISSN:1522-4880
2381-8549
DOI:10.1109/ICIP.2010.5652341