Diagnostic Accuracy of Artificial Intelligence for Detecting Gastroenterological Pathologies: A Systematic Review and Meta-Analysis

O Parkash, AT Saleha Siddiqui, U Jiwani… - … Das, Jai, Diagnostic …, 2022 - papers.ssrn.com
… of GI diseases, as 80% of the esophageal cancer burden of the world is from … protruding
lesions in wireless capsule endoscopy images based on a deep convolutional neural network

Colored video analysis in wireless capsule endoscopy: a survey of state-of-the-art

AS Ashour, N Dey, WS Mohamed… - Current medical …, 2020 - ingentaconnect.com
… time to pass via the oesophagus before entering the stomach, … the saliency region of interest
for protruding lesion detection. … A deep convolutional neural network for bleeding detection …

[PDF][PDF] A New Dawn for the Use of Artificial Intelligence in Gastroenterology, Hepatology and Pancreatology. Diagnostics 2021, 11, 1719

A Oka, N Ishimura, S Ishihara - 2021 - ir.lib.shimane-u.ac.jp
… small intestinal lesions (erosion, ulcer, angioectasia, and protruding lesions) in … Diagnostic
outcomes of esophageal cancer by artificial intelligence using convolutional neural networks

Enhancing gastrointestinal submucosal tumor recognition in endoscopic ultrasonography: A novel multi-attribute guided contextual attention network

H Zheng, Z Dong, T Liu, H Zheng, X Wan… - Expert Systems with …, 2024 - Elsevier
… Submucosal tumors (SMTs) are protruding lesions that grow underneath the mucosal layer
of … strategy together with a support vector machine for early esophageal cancer recognition. …

Artificial intelligence for gastric cancer in endoscopy: From diagnostic reasoning to market

CO Matsubayashi, S Cheng, I Hulchafo, Y Zhang… - Digestive and Liver …, 2024 - Elsevier
neural networks (CNN) emerged as the primary model for … than detecting GC lesions, as
most of the former protrudes into the … to duodenum and 78% from esophagus to duodenum. …

Improved Water Strider Optimization with Deep Learning based Image Classification for Wireless Capsule Endoscopy

M Amirthalingam, R Ponnusamy - 2023 Third International …, 2023 - ieeexplore.ieee.org
… of protruding lesions in wireless capsule endoscopy images based on a deep convolutional
neural network… Application of convolutional neural networks for automated ulcer detection in …

Applications of Artificial Intelligence in Medical Images Analysis

P Gupta, PK Sahoo - Biomedical Signal and Image Processing with …, 2022 - Springer
… of convolutional neural network (CNN), a deep learning based … The camera takes pictures
of insides of esophagus, stomach, … The types of lesions analyzed were protruding, flat, and …

Forecast of pain degree of lumbar disc herniation based on back propagation neural network

X Ren, H Liu, S Hui, X Wang, H Zhang - Open Life Sciences, 2023 - degruyter.com
… , the nucleus pulposus protrudes or extrudes through the … that it is caused by mechanical
injury to the nerve root, with the … For instance, Jamaludin trained a convolutional neural network

AI-Assisted Capsule Endoscopy Reading in Suspected Small Bowel Bleeding

C Spada, S Piccirelli, H Cesare, C Ferrari, E Toth… - papers.ssrn.com
deep convolutional neural networks (DNNs), are able to … mode in the small bowel, and 20
fps in the esophagus/stomach and 44 … lesions of the reading mode under analysis over the …

Application of AI-assisted MRI for the identification of surgical target areas in pediatric hip and periarticular infections

Y Liu, L Chen, M Fan, T Zhang, J Chen, X Li… - BMC Musculoskeletal …, 2024 - Springer
Through deep learning algorithms, AI can automatically detect and analyze abnormalities in
images, assisting doctors in swiftly identifying lesions… a Fully Convolutional Neural Network (…