MS-CAM: Multi-Scale Class Activation Maps for Weakly-Supervised Segmentation of Geographic Atrophy Lesions in SD-OCT Images.
Xiao MaZexuan JiSijie NiuTheodore LengDaniel L. RubinQiang ChenPublished in: IEEE J. Biomed. Health Informatics (2020)
Keyphrases
- weakly supervised
- multiscale
- oct images
- superpixels
- optical coherence tomography
- imaging modalities
- segmentation algorithm
- image segmentation
- topic models
- image analysis
- medical images
- relation extraction
- object class
- bounding box
- medical imaging
- volumetric images
- object segmentation
- image processing
- shape prior
- computer vision
- image representation
- medical image analysis
- low contrast
- object detectors
- natural images
- graph cuts
- text mining
- information extraction
- viewpoint