Identification of tophi in ultrasound imaging based on transfer learning and clinical practice

Keyphrases

• Acute Arthritis 20%
• Chronic Inflammatory Arthritis 20%
• Classification Criteria 20%
• Clinical Laboratory 20%
• Clinical Practice 100%
• Convolutional Neural Network 20%
• Convolutional Neural Network Model 20%
• CRISTAL 20%
• Deep Convolutional Neural Network (deep CNN) 20%
• Double Contour Sign 20%
• Dual-energy Computed Tomography 40%
• Erosive Arthritis 20%
• European League against Rheumatism (EULAR) 20%
• Expert Experience 20%
• Gout 100%
• Image-based 100%
• Imaging Findings 40%
• InceptionV3 60%
• Inflammation 20%
• Metabolic Disorders 20%
• Monosodium Urate 20%
• Musculoskeletal Ultrasound (MSKUS) 20%
• Order of Accuracy 20%
• Periarticular 20%
• Practice-based Learning 100%
• Preclinical Imaging 20%
• Prediction Accuracy 20%
• ResNet101 60%
• Soft Tissue 20%
• Threshold Scores 20%
• Tophi 100%
• Transfer Learning 100%
• Ultrasound 20%
• Ultrasound Image 40%
• Ultrasound Imaging 100%
• Urate 20%
• VGG19 60%

Medicine and Dentistry

• Arthritis 40%
• Convolutional Neural Network 60%
• Dual Energy Computed Tomography 40%
• Gout 100%
• Inflammation 20%
• Musculoskeletal System 20%
• Tophus 100%
• Transfer of Learning 100%
• Ultrasonography 100%
• Urate 40%
• Water-Electrolyte Imbalance 20%

Veterinary Science and Veterinary Medicine

• Arthritis 40%
• Diseases 20%
• Gout 100%
• Inflammation 20%
• Ultrasonography 100%
• Ultrasound Image 40%