The effect of dataset confounding on predictions of deep neural networks for medical imaging.
Beatriz Garcia Santa CruzAndreas HuschFrank HertelPublished in: NLDL (2022)
Keyphrases
- medical imaging
- neural network
- medical images
- x ray
- ct images
- image registration
- medical image processing
- image analysis
- image processing
- computed tomography
- morphological image analysis
- medical image analysis
- magnetic resonance images
- image segmentation
- imaging modalities
- image guided
- magnetic resonance imaging
- image processing and analysis
- anatomical structures
- clinical practice
- shape analysis
- remote sensing
- pattern recognition
- biomedical imaging
- computer aided diagnosis
- biomedical engineering
- computer vision
- image guided surgery
- artificial neural networks
- medical image segmentation
- computer vision and image processing
- volumetric data
- brain mr images
- mri scans
- machine learning
- surface registration
- mri data
- feature selection
- feature extraction
- image enhancement