Ultrasound Image Representation Learning by Modeling Sonographer Visual Attention

Keyphrases

• Visual Attention 100%
• Convolutional Neural Network 100%
• Ultrasound Image 100%
• Sonographer 100%
• Machine Learning Modeling 100%
• Image Representation Learning 100%
• Transfer Learning 66%
• Saliency 33%
• Attention Model 33%
• Image Representation 33%
• Transferability 33%
• Feature Activation 33%
• Hyperparameters 33%
• Class Label 33%
• Tracking Data 33%
• Learning Representations 33%
• Video Frames 33%
• Standard Plane 33%
• Network Layer 33%
• Image Understanding 33%
• F1 Score 33%
• Gaze Tracking 33%
• Manual Annotation 33%
• Ultrasound Video 33%
• Isotope Internal Standard 33%
• Random Initialization 33%
• Fully-supervised 33%
• Strong Representation 33%
• Gaze Point 33%
• Standard Plane Detection 33%
• Saliency Prediction 33%
• Transferable Representation 33%
• Softmax Regression 33%
• Ultrasound Standard Plane 33%
• Fetal Anomaly Screening 33%
• Human Images 33%
• Human Visual Attention 33%

Computer Science

• Visual Attention 100%
• Image Representation 100%
• Representation Learning 100%
• Ultrasound Image 100%
• Convolutional Neural Network 100%
• Transfer Learning 66%
• Approximation (Algorithm) 33%
• Annotation 33%
• Network Layer 33%
• Image Understanding 33%
• Clinical Routine 33%
• Baseline Model 33%