How I failed machine learning in medical imaging - shortcomings and recommendations.
Gaël VaroquauxVeronika CheplyginaPublished in: CoRR (2021)
Keyphrases
- medical imaging
- machine learning
- medical images
- x ray
- computer vision
- medical image processing
- image analysis
- image registration
- image processing
- image guided
- ct images
- image segmentation
- medical image analysis
- anatomical structures
- image processing and analysis
- imaging modalities
- clinical practice
- computed tomography
- magnetic resonance imaging
- shape analysis
- magnetic resonance images
- image guided surgery
- biomedical engineering
- brain mr images
- remote sensing
- recommender systems
- computer aided diagnosis
- medical image segmentation
- computer vision and image processing
- pattern recognition
- surface registration
- volumetric data
- mri scans
- deformable models
- three dimensional
- feature selection
- augmented reality