Comparison of simple augmentation transformations for a convolutional neural network classifying medical images.
Oona RainioRiku KlénPublished in: Signal Image Video Process. (2024)
Keyphrases
- medical images
- convolutional neural network
- anatomical structures
- medical imaging
- mr images
- medical image analysis
- medical image segmentation
- deformable models
- ct images
- magnetic resonance imaging
- magnetic resonance
- medical diagnosis
- computed tomography
- image intensity
- brain images
- multi modality
- computer aided diagnosis
- imaging modalities
- computer tomography
- biomedical images
- clinical applications
- clinical practice
- x ray images
- magnetic resonance images
- region of interest
- segmentation of medical images
- ct data
- soft tissue
- mri images
- shape analysis
- multi class
- image analysis
- medical databases
- three dimensional
- neural network