VisualCheXbert: Addressing the Discrepancy Between Radiology Report Labels and Image Labels.
Saahil JainAkshay SmitSteven Q. H. TruongChanh D. T. NguyenMinh-Thanh HuynhMudit JainVictoria A. YoungAndrew Y. NgMatthew P. LungrenPranav RajpurkarPublished in: CoRR (2021)
Keyphrases
- segmented images
- weakly labeled
- semantic segmentation
- image classification
- input image
- image data
- single image
- image segmentation
- image pixels
- template matching
- multi label
- image regions
- auto annotation
- confidence scores
- edge detection
- multiscale
- image analysis
- training data
- image retrieval
- image content
- image matching
- labeling process
- image features
- label field
- high resolution
- image collections
- images with ground truth
- similarity measure
- ground truth
- segmentation method
- test images
- image structure
- image restoration
- semantic labels
- information systems
- labeled images
- low level
- spatial information
- class labels
- segmentation algorithm
- wavelet transform