Assessing the validity of saliency maps for abnormality localization in medical imaging.
Nishanth Thumbavanam ArunNathan GawPraveer SinghKen ChangKatharina Viktoria HoebelJay B. PatelMishka GidwaniJayashree Kalpathy-CramerPublished in: CoRR (2020)
Keyphrases
- medical imaging
- saliency map
- visual attention
- medical images
- visual saliency
- x ray
- human visual system
- natural images
- image registration
- input image
- salient object detection
- image processing
- salient regions
- image processing and analysis
- visual saliency detection
- medical image analysis
- imaging modalities
- medical image processing
- anatomical structures
- ct images
- image analysis
- video frames
- image segmentation
- saliency detection
- remote sensing
- shape analysis
- salient region detection
- visual features
- magnetic resonance imaging
- computer vision
- saliency model
- low level features
- biomedical engineering
- volumetric data
- eye fixations
- high quality
- eye tracking
- image guided surgery
- metadata
- high level
- feature extraction
- pattern recognition
- low level
- video data
- eye movements