Article

Identification of Pain-Associated Effusion-Synovitis from Knee Magnetic Resonance Imaging by Deep Generative Networks

2023-05-07

Abstract excerpt

<h4>ABSTRACT</h4> <h4>Objectives</h4> To identify the source and location of osteoarthritis-induced pain symptoms, we used deep learning techniques to identify imaging abnormalities associated with pain from magnetic resonance imaging (MRI) of knees with symptoms of symptoms of osteoarthritis pain. <h4>Methods</h4> Pain-associated areas were detected from the difference between the MRI images of symptomatic kne...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: 9593d793-d784-5eeb-bfde-af773ec6f1c4
DOI: 10.1101/2023.05.04.539501

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Identification of Pain-Associated Effusion-Synovitis from Knee Magnetic Resonance Imaging by Deep Generative NetworksDOI 10.1101/2023.05.04.539501Read

Deep learning for large scale MRI-based morphological phenotyping of osteoarthritis.Semantic proximity Read

Personalized Risk Model and Leveraging of Magnetic Resonance Imaging-Based Structural Phenotypes and Clinical Factors to Predict Incidence of Radiographic Osteoarthritis.Semantic proximity Read

Generation of synthetic TSPO PET maps from structural MRI imagesSemantic proximity Read

Computational and Imaging Approaches for Precision Characterization of Bone, Cartilage, and Synovial BiomoleculesSemantic proximity Read

Cartilage cavity-an MRI marker of cartilage lesions in knee OA with Data from CCBR, OAI, and PROOF.Semantic proximity Read

Automatic framework for evaluating osteoarthritic cartilage severity: high-resolution cartilage thickness mapping and scoringSemantic proximity Read

Deep Learning for Predicting Lumbar Instability Using Neutral Lateral Lumbar Radiographs: A Retrospective StudySemantic proximity Read

Radiomics and Machine Learning for Automated Grading of Knee OsteoarthritisSemantic proximity Read

Multi-pose-based Convolutional Neural Network Model for Diagnosis of Patients with Central Lumbar Spinal StenosisSemantic proximity Read

Artificial Intelligence in Diagnosing and Treating Temporomandibular Joint Disorders: A ReviewSemantic proximity Read

Experimental Pain Phenotypes in Individuals With Symptomatic Knee Osteoarthritis: A Neural Network-Based Clustering Approach.Semantic proximity Read

A Gated Attention-Based Multiple Instance Learning and Test-Time Augmentation Approach for Diagnosing Active Sacroiliitis in Sacroiliac Joint MRI ScansSemantic proximity Read