Spinal Stenosis Grading in Magnetic Resonance Imaging using Deep Convolutional Neural Networks.
Sign Up to like & getrecommendations! Published in 2020 at "Spine"
DOI: 10.1097/brs.0000000000003377
Abstract: STUDY DESIGN Retrospective MRI grading with comparison between experts and deep convolutional neural networks (CNN). OBJECTIVE This study aims to verify the feasibility of a computer-assisted spine stenosis grading system by comparing the diagnostic agreement… read more here.
Keywords: stenosis grading; agreement; stenosis; model ... See more keywords
Reliability and Accuracy of Peri-Interventional Stenosis Grading in Peripheral Artery Disease Using Color-Coded Quantitative Fluoroscopy: A Phantom Study Comparing a Clinical and Scientific Postprocessing Software
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DOI: 10.1155/2018/6180138
Abstract: Purpose To assess quantitative stenosis grading by color-coded fluoroscopy using an in vitro pulsatile flow phantom. Methods Three different stenotic tubes (80%, 60%, and 40% diameter restriction) and a nonstenotic reference tube were compared regarding… read more here.
Keywords: stenosis grading; grade; stenosis; color coded ... See more keywords
Lumbar Spinal Stenosis Grading in Multiple Level Magnetic Resonance Imaging Using Deep Convolutional Neural Networks
Sign Up to like & getrecommendations! Published in 2024 at "Global Spine Journal"
DOI: 10.1177/21925682241299332
Abstract: Study Design Retrospective magnetic resonance imaging grading with comparison between experts and deep convolutional neural networks (CNNs). Objective The application of deep learning to clinical diagnosis has gained popularity. This approach can accelerate image interpretation… read more here.
Keywords: stenosis grading; resonance imaging; magnetic resonance; stenosis ... See more keywords