AIMC Topic: Osteitis

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Deep learning-based classification of erosion, synovitis and osteitis in hand MRI of patients with inflammatory arthritis.

RMD open Jun 17, 2024
OBJECTIVES: To train, test and validate the performance of a convolutional neural network (CNN)-based approach for the automated assessment of bone erosions, osteitis and synovitis in hand MRI of patients with inflammatory arthritis.
Humans Neural Networks, Computer Female Aged Adult Male Middle Aged Severity of Illness Index Deep Learning ROC Curve Arthritis, Rheumatoid Magnetic Resonance Imaging Arthritis, Psoriatic Hand Synovitis Osteitis
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Artificial intelligence for interpretation of segments of whole body MRI in CNO: pilot study comparing radiologists versus machine learning algorithm.

Pediatric rheumatology online journal Jun 9, 2020
BACKGROUND: To initiate the development of a machine learning algorithm capable of comparing segments of pre and post pamidronate whole body MRI scans to assess treatment response and to compare the results of this algorithm with the analysis of a pa...
Humans Artificial Intelligence Machine Learning Sensitivity and Specificity Disease Progression Pilot Projects Adolescent Treatment Outcome Support Vector Machine Magnetic Resonance Imaging Chronic Disease Radiologists Image Interpretation, Computer-Assisted Tibia Bone Density Conservation Agents Femur Whole Body Imaging Osteitis Pamidronate
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Clinical Validation and Extension of an Automated, Deep Learning-Based Algorithm for Quantitative Sinus CT Analysis.

AJNR. American journal of neuroradiology Sep 1, 2022
BACKGROUND AND PURPOSE: Sinus CT is critically important for the diagnosis of chronic rhinosinusitis. While CT is sensitive for detecting mucosal disease, automated methods for objective quantification of sinus opacification are lacking. We describe ...
Humans Algorithms Prospective Studies Retrospective Studies Tomography, X-Ray Computed Adult Deep Learning Sinusitis Rhinitis Chronic Disease Osteitis
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