Deep learning with limited data: Organ segmentation performance by U-net

Keyphrases

• Organ Segmentation 100%
• U-Net 100%
• Dice Score 100%
• Segmentation Performance 100%
• Deep Learning Network 100%
• Deep Learning with Limited Data 100%
• Deep Learning 66%
• Training Set 66%
• Magnetic Resonance Imaging 33%
• Radiologists 33%
• Retrospective Review 33%
• Institutional Review Board 33%
• Performance Improvement 33%
• Abdominal Radiologist 33%
• T2-weighted Imaging (T2WI) 33%
• Large Volumes of Data 33%
• Artificial Intelligence 33%
• Multiparametric MRI (mpMRI) 33%
• Network Architecture 33%
• Minimum number 33%
• Plateaued 33%
• Imaging Fusion 33%
• Transrectal Biopsy 33%
• Network Performance 33%
• Segmented Image 33%
• Data Availability 33%
• Small Dataset 33%
• Algorithmic Performance 33%
• Prostate Segmentation 33%
• Training Sample Size 33%

Medicine and Dentistry

• Magnetic Resonance Imaging 100%
• Organ Segmentation 100%
• Biopsy Technique 50%

Neuroscience

• Magnetic Resonance Imaging 100%