An automatic gastric polyp detection technique using deep learning
Sign Up to like & getrecommendations! Published in 2023 at "International Journal of Imaging Systems and Technology"
DOI: 10.1002/ima.22850
Abstract: Over the last few years, researchers have focused on computer‐aided polyp detection in gastroscopy. Deep learning (DL) has shown great promise for polyps' identification. The most exceptional contribution of DL methods in gastroenterology is their… read more here.
Keywords: map; polyp detection; feature; detection ... See more keywords
A CAD of fully automated colonic polyp detection for contrasted and non-contrasted CT scans
Sign Up to like & getrecommendations! Published in 2017 at "International Journal of Computer Assisted Radiology and Surgery"
DOI: 10.1007/s11548-017-1521-9
Abstract: PurposeComputer-aided detection (CAD) systems are developed to help radiologists detect colonic polyps over CT scans. It is possible to reduce the detection time and increase the detection accuracy rates by using CAD systems. In this… read more here.
Keywords: polyp detection; detection; cad system; cad ... See more keywords
An efficient real-time colonic polyp detection with YOLO algorithms trained by using negative samples and large datasets.
Sign Up to like & getrecommendations! Published in 2021 at "Computers in biology and medicine"
DOI: 10.1016/j.compbiomed.2021.105031
Abstract: Colorectal cancer (CRC) is one of the common types of cancer with a high mortality rate. Colonoscopy is the gold standard for CRC screening and significantly reduces CRC mortality. However, due to many factors, the… read more here.
Keywords: polyp detection; detection; using negative; real time ... See more keywords
Performance of artificial intelligence for colonoscopy regarding adenoma and polyp detection: a meta-analysis.
Sign Up to like & getrecommendations! Published in 2020 at "Gastrointestinal endoscopy"
DOI: 10.1016/j.gie.2020.06.059
Abstract: BACKGROUND AND AIMS One fourth of colorectal neoplasia is missed at screening colonoscopy, representing the main cause of interval colorectal cancer (CRC). Deep learning systems with real-time computer-aided polyp detection (CADe) showed high accuracy in… read more here.
Keywords: detection; colonoscopy; polyp detection; colorectal neoplasia ... See more keywords
Polyp detection and false positive rates by computer-aided analysis of withdrawal phase videos of colonoscopy of right colon segment in a randomized controlled trial comparing water exchange and air insufflation.
Sign Up to like & getrecommendations! Published in 2021 at "Gastrointestinal endoscopy"
DOI: 10.1016/j.gie.2021.12.020
Abstract: BACKGROUND AND AIMS Water exchange (WE) improves lesion detection but misses polyps due to human limitations. Computer-aided detection (CADe) identifies additional polyps overlooked by the colonoscopist. Additional polyp detection rate (APDR) is the proportion of… read more here.
Keywords: cade; detection; air; polyp detection ... See more keywords
Proximal serrated polyp detection rate and post-colonoscopy colorectal cancer: the missing link
Sign Up to like & getrecommendations! Published in 2023 at "Endoscopy"
DOI: 10.1055/a-2003-1068
Abstract: the rectosigmoid are not taken into account, and preferable over the sessile serrated lesion detection rate, as the PSPDR is not biased by the interobserver variation among pa-thologists in the recognition of sessile serrated lesions.… read more here.
Keywords: serrated polyp; detection rate; polyp detection; detection ... See more keywords
A video based benchmark data set (ENDOTEST) to evaluate computer-aided polyp detection systems
Sign Up to like & getrecommendations! Published in 2022 at "Scandinavian Journal of Gastroenterology"
DOI: 10.1080/00365521.2022.2085059
Abstract: Abstract Background and aims Computer-aided polyp detection (CADe) may become a standard for polyp detection during colonoscopy. Several systems are already commercially available. We report on a video-based benchmark technique for the first preclinical assessment… read more here.
Keywords: polyp detection; video based; detection; cade ... See more keywords
Polyps are detected more often in early colonoscopies.
Sign Up to like & getrecommendations! Published in 2023 at "Scandinavian journal of gastroenterology"
DOI: 10.1080/00365521.2023.2202293
Abstract: OBJECTIVE To examine the time variation in polyp detection for colonoscopies performed in a tertiary hospital and to explore independent factors that predict polyp detection rate (PDR). METHODS Data on all patients who underwent colonoscopy… read more here.
Keywords: day; polyp detection; often early; polyps detected ... See more keywords
Comparison of Right Colon Flat Polyp Detection Rate by Water Exchange Versus Water Immersion-pooled Results of Data File of 3 Published Reports.
Sign Up to like & getrecommendations! Published in 2023 at "Journal of clinical gastroenterology"
DOI: 10.1097/mcg.0000000000001830
Abstract: GOALS We tested the hypothesis that water exchange (WE) achieved a significantly higher right colon flat polyp detection rate (rFPDR) than water immersion (WI). BACKGROUND Current endoscopy methods provide real-time morphology but not histopathology. Flat… read more here.
Keywords: detection rate; water; polyp detection; water exchange ... See more keywords
Automatic Colon Polyp Detection Using Region Based Deep CNN and Post Learning Approaches
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Access"
DOI: 10.1109/access.2018.2856402
Abstract: Automatic image detection of colonic polyps is still an unsolved problem due to the large variation of polyps in terms of shape, texture, size, and color, and the existence of various polyp-like mimics during colonoscopy.… read more here.
Keywords: detection; post learning; polyp detection; region based ... See more keywords
Colonic Polyp Detection in Endoscopic Videos With Single Shot Detection Based Deep Convolutional Neural Network
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Access"
DOI: 10.1109/access.2019.2921027
Abstract: A major rise in the prevalence and influence of colorectal cancer (CRC) leads to substantially increasing healthcare costs and even death. It is widely accepted that early detection and removal of colonic polyps can prevent… read more here.
Keywords: neural network; method; polyp detection; convolutional neural ... See more keywords