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Open AccessJournal ArticleDOI

Increased Rate of Adenoma Detection Associates With Reduced Risk of Colorectal Cancer and Death

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TLDR
In a prospective study of individuals who underwent screening colonoscopy within a National Colorectal Cancer Screening Program in Poland, increased ADR was associated with a reduced risk of interval coloreCTal cancer and death.
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This article is published in Gastroenterology.The article was published on 2017-07-01 and is currently open access. It has received 342 citations till now. The article focuses on the topics: Cancer registry & Colorectal cancer.

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Journal ArticleDOI

Deep Learning Localizes and Identifies Polyps in Real Time With 96% Accuracy in Screening Colonoscopy.

TL;DR: The ability of computer-assisted image analysis using convolutional neural networks (CNNs; a deep learning model for image analysis) to improve polyp detection, a surrogate of ADR, is tested and could increase the ADR and decrease interval colorectal cancers but requires validation in large multicenter trials.
Posted Content

Kvasir-SEG: A Segmented Polyp Dataset

TL;DR: Kvasir-SEG as mentioned in this paper is an open-access dataset of gastrointestinal polyp images and corresponding segmentation masks, manually annotated by a medical doctor and then verified by an experienced gastroenterologist.
Book ChapterDOI

Kvasir-SEG: A Segmented Polyp Dataset

TL;DR: This paper presents Kvasir-SEG: an open-access dataset of gastrointestinal polyp images and corresponding segmentation masks, manually annotated by a medical doctor and then verified by an experienced gastroenterologist, and demonstrates the use of the dataset with a traditional segmentation approach and a modern deep-learning based Convolutional Neural Network approach.
Journal ArticleDOI

ACG Clinical Guidelines: Colorectal Cancer Screening 2021

TL;DR: The 2009 American College of Gastroenterology (ACG) CRC screening guidelines have been updated in this paper, focusing on the removal of adenomas and sessile serrated lesions and detection of early stage CRC.
References
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Journal ArticleDOI

Quality Indicators for Colonoscopy and the Risk of Interval Cancer

TL;DR: The adenoma detection rate is an independent predictor of the risk of interval colorectal cancer after screening colonoscopy, and the rate of cecal intubation was not significantly associated with this risk.
Journal ArticleDOI

Quality indicators for colonoscopy.

TL;DR: The effectiveness of colonoscopy in reducing colon cancer incidence depends on adequate visualization of the entire colon, diligence in examining the mucosa, and patient acceptance of the procedure, and areas for continuous quality improvement are defined.
Journal ArticleDOI

Polyp miss rate determined by tandem colonoscopy: a systematic review.

TL;DR: Colonoscopy rarely misses polyps ≥10 mm, but the miss rate increases significantly in smaller sized polyps.
Journal ArticleDOI

Colonoscopic withdrawal times and adenoma detection during screening colonoscopy.

TL;DR: This large community-based gastroenterology practice observed greater rates of detection of adenomas among endoscopists who had longer mean times for withdrawal of the colonoscope, and the generalizability and implications for clinical practice need to be determined.
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