Reproducibility of Training Deep Learning Models for Medical Image Analysis.
Joeran BosmaDre PeetersNatália AlvesAnindo SahaZaigham SaghirColin JacobsHenkjan HuismanPublished in: MIDL (2023)
Keyphrases
- medical image analysis
- learning models
- medical images
- deformable models
- image registration
- image analysis
- learning algorithm
- semi supervised learning
- machine learning
- learning tasks
- loss function
- medical imaging
- learning problems
- machine learning algorithms
- anatomical structures
- classification models
- conditional random fields
- training set
- training examples
- visual programming environment
- magnetic resonance images
- supervised learning
- computer vision
- decision trees
- feature extraction
- feature selection
- training data
- image data
- active learning