Aleatoric uncertainty estimation with test-time augmentation for medical image segmentation with convolutional neural networks

Computer Science

• Image Segmentation 100%
• Convolutional Neural Network 100%
• Uncertainty Estimation 100%
• Segmentation 100%
• Transformations 33%
• Image Acquisition 33%
• Monte Carlo Simulation 33%
• Theoretical Formulation 33%
• Art Performance 33%
• Deep Convolutional Neural Networks 33%
• Segmentation Task 33%
• Image Transformation 33%
• segmentation accuracy 33%

Engineering

• Estimation 100%
• Test Time 100%
• Medical Image Segmentation 100%
• Aleatoric Uncertainty 100%
• Combines 14%
• Input Image 14%
• Pixel Level 14%