No Fair Lunch: A Causal Perspective on Dataset Bias in Machine Learning for Medical Imaging.
Charles JonesDaniel C. CastroFabio De Sousa RibeiroOzan OktayMelissa D. McCraddenBen GlockerPublished in: CoRR (2023)
Keyphrases
- medical imaging
- machine learning
- medical images
- x ray
- computer vision
- computed tomography
- ct images
- image segmentation
- medical image processing
- image registration
- imaging modalities
- magnetic resonance images
- image analysis
- anatomical structures
- medical image analysis
- shape analysis
- image guided
- magnetic resonance imaging
- image processing
- clinical practice
- image processing and analysis
- image guided surgery
- biomedical engineering
- remote sensing
- computational intelligence
- computer aided diagnosis
- surface registration
- pattern recognition
- brain mr images
- computer vision and image processing
- region of interest
- brain structures
- artificial intelligence
- data mining
- biomedical imaging
- mathematical morphology
- medical image segmentation
- neural network