Towards a Framework for Validating Machine Learning Results in Medical Imaging: Opening the black box.
William S. MonroeThomas AnthonyMurat M. TanikFrank M. SkidmorePublished in: PEARC (2019)
Keyphrases
- black box
- medical imaging
- machine learning
- medical images
- image analysis
- black boxes
- image processing and analysis
- medical image processing
- image registration
- computed tomography
- medical image analysis
- image processing
- computer vision
- pattern recognition
- imaging modalities
- shape analysis
- white box
- magnetic resonance imaging
- surface registration
- biomedical imaging
- ct images
- remote sensing
- x ray
- feature selection
- learning algorithm
- anatomical structures
- automated analysis
- signal processing
- three dimensional
- image segmentation
- volumetric data
- brain mr images
- artificial intelligence