Feature space optimization for virtual chromoendoscopy augmented by topography

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Abstract

Optical colonoscopy is the preferred modality for the screening and prevention of colorectal cancer. Chromoendoscopy can increase lesion detection rate by highlighting tissue topography with a colored dye, but is too time-consuming to be adopted in routine colonoscopy screening. We developed a fast and dye-free technique that generates virtual chromoendoscopy images that incorporate topography features acquired from photometric stereo endoscopy. We demonstrate that virtual chromoendoscopy augmented by topography achieves similar image quality to conventional chromoendoscopy in ex-vivo swine colon. © 2014 Springer International Publishing.

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González, G., Parot, V., Lo, W., Vakoc, B. J., & Durr, N. J. (2014). Feature space optimization for virtual chromoendoscopy augmented by topography. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 8673 LNCS, pp. 642–649). Springer Verlag. https://doi.org/10.1007/978-3-319-10404-1_80

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