Deep learning based ultrasonic visualization of distal humeral cartilage for image-guided therapy: a pilot validation study

Keyphrases

• Deep Learning Methods 100%
• Validation Studies 100%
• Image-guided Therapy 100%
• Ultrasonic Visualization 100%
• Cartilage 100%
• 3D Imaging 66%
• Ultrasound 66%
• Ultrasound Image 66%
• Deep Learning Algorithm 66%
• Root Mean Square 33%
• Training Set 33%
• In(III) 33%
• Magnetic Resonance Imaging 33%
• Portability 33%
• Processing Speed 33%
• Semantic Segmentation Network 33%
• Minimally Invasive Surgery 33%
• Healthy Volunteers 33%
• Dice Score 33%
• Validation Set 33%
• Processing Image 33%
• Therapy System 33%
• System Resonance 33%
• 3-dimentional 33%
• Imaging Precision 33%
• Surgical Field 33%
• Volumetric Ultrasound 33%
• Ultrasound Image Segmentation 33%
• Medical Transformer 33%
• 2D Segmentation 33%
• Frames per Second 33%
• Cartilage Segmentation 33%
• Real-time Visualization 33%
• Technological Feasibility 33%
• Ultrasound Calibration 33%
• Real-time Imaging 33%

Computer Science

• Deep Learning 100%
• 3D Imaging 66%
• Ultrasound Image 66%
• Image Segmentation 33%
• Image Processing 33%
• Invasive Surgery 33%
• Validation Set 33%
• Healthy Volunteer 33%

Medicine and Dentistry

• 3D Imaging 100%
• Magnetic Resonance Imaging 50%
• Volunteer 50%
• Minimally Invasive Surgery 50%