Self-supervised multi-modal training from uncurated images and reports enables monitoring AI in radiology.
Sangjoon ParkEun Sun LeeKyung Sook ShinJeong Eun LeeJong Chul YePublished in: Medical Image Anal. (2024)
Keyphrases
- multi modal
- image annotation
- fusing multiple
- image analysis
- image retrieval
- multiple modalities
- input image
- image database
- image collections
- multi modality
- image data
- image classification
- object recognition
- similarity measure
- single modality
- audio visual
- image processing
- image registration
- image features
- machine learning
- web images
- cross modal
- auto annotation
- fully automatic
- image set
- segmentation method
- medical images
- edge detection
- high dimensional