Semantic Segmentation and Pathology Localization in Lung Ultrasound Images Using Transfer Learning

Keyphrases

• Transfer Learning 100%
• Lung Ultrasound 100%
• Semantic Segmentation 100%
• Semantic Pathology 100%
• Pathology Localization 100%
• Benchmark Model 66%
• Machine Learning 33%
• Computed Tomography 33%
• Ultrasound 33%
• Decision Support 33%
• Medical Imaging 33%
• COVID-19 33%
• Ultrasound Imaging 33%
• Highly Sensitive 33%
• Post-diagnostic Support 33%
• Diagnostic Tool 33%
• Dice Coefficient 33%
• Automatic Detection 33%
• Lung Pathology 33%
• Radiologists 33%
• X-ray Computed Tomography (X-CT) 33%
• X-ray Scanning 33%
• Operator Experience 33%
• Automatic Localization 33%
• Segmentation Framework 33%
• Operator Dependency 33%

Computer Science

• Image Segmentation 100%
• Ultrasound Image 100%
• Transfer Learning 100%
• Model Benchmark 100%
• Machine Learning 50%
• Learning System 50%
• Open Source 50%
• Decision Model 50%
• Automatic Detection 50%
• Medical Imaging 50%
• COVID-19 50%