Self-Supervised Learning for 3D Medical Image Analysis using 3D SimCLR and Monte Carlo Dropout.
Yamen AliAiham TalebMarina M.-C. HöhneChristoph LippertPublished in: CoRR (2021)
Keyphrases
- monte carlo
- medical image analysis
- monte carlo simulation
- learning algorithm
- learning tasks
- deformable models
- reinforcement learning
- medical images
- markov chain
- high quality
- temporal difference learning
- medical imaging
- kernel methods
- particle filter
- object boundaries
- supervised learning
- anatomical structures
- image registration
- active learning
- markovian decision