Enhancing polyp detection: technological advances in colonoscopy imaging
نویسندگان
چکیده
منابع مشابه
Texture-Based Polyp Detection in Colonoscopy
Colonoscopy is one of the best methods for screening colon cancer. A variety of research groups have proposed methods for automatic detection of polyps in colonoscopic images to support the doctors during examination. However, the problem can still not be assumed as solved. The major drawback of many approaches is the amount and quality of images used for classifier training and evaluation. Our...
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Nowadays, Virtual Colonoscopy (VC) is an important non-invasive alternative for the study of the colon. Substantial research efforts have been dedicated to this method, and one of the major challenges has always been producing accurate results in a short period of time. One of the most crucial phases of VC is the detection of polyp candidates, where possible lesions on the colon walls are autom...
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Colonoscopy is one of the best methods for screening colon cancer. As the automatic detection of polyps in endoscopic images is a challenging task for image processing, a variety of research groups have proposed methods that try to fulfill this task to develop a system which supports the doctors during examination. However, the problem is still – at least partially – not solved. This paper give...
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See " Endoscopic trimodal imaging detects colonic neoplasia as well as standard video endoscopy, " Kuiper T, van den Broek FJC, Naber AH, et al, on page 1887. O ne of the major frontiers of translational gastroen-terological research remains the development of adjunct approaches to improve the performance of colonoscopy. There have been a myriad of technologies currently being evaluated includi...
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Colonoscopy is currently the best technique available for the detection of colon cancer or colorectal polyps or other precursor lesions. Computer aided detection (CAD) is based on very complex pattern recognition. Local binary patterns (LBPs) are strong illumination invariant texture primitives. Histograms of binary patterns computed across regions are used to describe textures. Every pixel is ...
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ژورنال
عنوان ژورنال: Translational Gastroenterology and Hepatology
سال: 2021
ISSN: 2415-1289
DOI: 10.21037/tgh.2020.02.05