AIMC Topic: Colonic Polyps
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Development and Validation of a Deep Learning-Based Histologic Diagnosis System for Diagnosing Colorectal Sessile Serrated Lesions.
American journal of clinical pathology
Oct 3, 2023
OBJECTIVES: The histopathologic diagnosis of colorectal sessile serrated lesions (SSLs) and hyperplastic polyps (HPs) is of low consistency among pathologists. This study aimed to develop and validate a deep learning (DL)-based logical anthropomorphi...
A Deep Learning Model for Classifying Histological Types of Colorectal Polyps.
Studies in health technology and informatics
Jun 29, 2023
In this study a deep learning architecture based on a convolutional neural network has been evaluated for the classification of white light images of colorectal polyps acquired during the process of a colonoscopy, to estimate the accuracy of the opti...
Artificial intelligence or colonoscopy quality the likes of which have never been seen.
Gastrointestinal endoscopy
Oct 1, 2021
Establishment and validation of a computer-assisted colonic polyp localization system based on deep learning.
World journal of gastroenterology
Aug 21, 2021
BACKGROUND: Artificial intelligence in colonoscopy is an emerging field, and its application may help colonoscopists improve inspection quality and reduce the rate of missed polyps and adenomas. Several deep learning-based computer-assisted detection...
[Application of artificial intelligence for detection and classification of colon polyps].
Nan fang yi ke da xue xue bao = Journal of Southern Medical University
Feb 25, 2021
Colorectal cancer is one of the most common cancers worldwide, and colonoscopy has proven to be a preferable modality for screening and surveillance of colorectal cancer. This review discusses the clinical application of artificial intelligence (AI) ...
Colon capsule endoscopy versus CT colonography after incomplete colonoscopy. Application of artificial intelligence algorithms to identify complete colonic investigations.
United European gastroenterology journal
Aug 1, 2020
BACKGROUND: Guidelines suggest computed tomography colonography (CTC) following incomplete optical colonoscopy (OC). Colon capsule endoscopies (CCE) have been suggested as an alternative, although completion rates have been unsatisfactory. Introducti...
Using Computer-Aided Polyp Detection During Colonoscopy.
The American journal of gastroenterology
Jul 1, 2020
Effectiveness of a Deep-learning Polyp Detection System in Prospectively Collected Colonoscopy Videos With Variable Bowel Preparation Quality.
Journal of clinical gastroenterology
Jul 1, 2020
BACKGROUND: Colonoscopy is the gold standard for polyp detection, but polyps may be missed. Artificial intelligence (AI) technologies may assist in polyp detection. To date, most studies for polyp detection have validated algorithms in ideal endoscop...
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