Nucleus-Aware Self-Supervised Pretraining Using Unpaired Image-to-Image Translation for Histopathology Images.
Zhiyun SongPenghui DuJunpeng YanKailu LiJianzhong ShouMaode LaiYubo FanYan XuPublished in: IEEE Trans. Medical Imaging (2024)
Keyphrases
- image data
- input image
- image analysis
- template matching
- multiscale
- edge detection
- image representation
- image retrieval
- image content
- single image
- histopathology images
- image collections
- region of interest
- vector field
- high resolution
- image features
- image segmentation
- grey level
- aerial images
- low level
- spatial information
- hough transform
- image regions
- image classification
- image matching
- keypoints
- similarity measure
- feature extraction
- segmentation method
- image noise
- feature points