Training Convolutional Networks for Prostate Segmentation with Limited Data

Keyphrases

• Magnetic Resonance Imaging 100%
• Transfer Learning 100%
• Convolutional Networks 100%
• Prostate Segmentation 100%
• Human Expert 66%
• External Data 66%
• Internal Data 66%
• Segmentation Model 66%
• U-Net 66%
• Prostate Cancer 33%
• Clinical Application 33%
• Performance Improvement 33%
• Cross-training 33%
• Research Application 33%
• Image Data 33%
• Training Data 33%
• Publicly Available 33%
• Fully-automatic 33%
• Architecture Optimization 33%
• Impact-based 33%
• Optimized Architecture 33%
• Training Strategy 33%
• Segmentation Performance 33%
• Convolutional Neural Network 33%
• Zonal Segmentation 33%
• Segmented Learning 33%
• Prostate MR Image 33%
• Training Experiment 33%
• Computer-aided Diagnostic System 33%
• Optimal Transfer 33%

Computer Science

• Transfer Learning 100%
• Convolutional Network 100%
• U-Net 66%
• Segmentation Model 66%
• Critical Component 33%
• Diagnostic System 33%
• Convolutional Neural Network 33%
• Internal Data 33%
• Segmentation Performance 33%
• Training Data 33%

Engineering

• Transfer Learning 100%
• Human Expert 66%
• System Diagnostics 33%
• Limited Amount 33%
• Convolutional Neural Network 33%