TorchIO: A Python library for efficient loading, preprocessing, augmentation and patch-based sampling of medical images in deep learning.
Fernando Pérez-GarcíaRachel SparksSébastien OurselinPublished in: Comput. Methods Programs Biomed. (2021)
Keyphrases
- medical images
- deep learning
- anatomical structures
- medical imaging
- medical image analysis
- deformable models
- region of interest
- mr images
- unsupervised feature learning
- machine learning
- unsupervised learning
- mental models
- segmentation of medical images
- maximum likelihood
- image retrieval
- reinforcement learning
- multiscale
- feature extraction
- computer vision