Machine learning for medical imaging: methodological failures and recommendations for the future.
Gaël VaroquauxVeronika CheplyginaPublished in: npj Digit. Medicine (2022)
Keyphrases
- medical imaging
- machine learning
- medical images
- x ray
- anatomical structures
- medical image processing
- image segmentation
- image registration
- medical image analysis
- computer vision
- shape analysis
- image analysis
- computed tomography
- recommender systems
- ct images
- image processing and analysis
- computer aided diagnosis
- imaging modalities
- clinical practice
- image processing
- image guided
- magnetic resonance imaging
- biomedical engineering
- pattern recognition
- magnetic resonance images
- remote sensing
- biomedical imaging
- surface registration
- computer vision and image processing
- artificial intelligence
- volumetric data
- image guided surgery
- computational intelligence
- medical image segmentation
- computational vision
- neural network
- mri scans
- brain mr images
- feature selection
- three dimensional