UJAT-Net: A U-Net Combined Joint-Attention and Transformer for Breast Tubule Segmentation in H&E Stained Images.
Li-Wang LiuZhao HuangKao-Yan LuZu-Xuan WangYao-Ming LiangShi-Yu LinYan-Hong JiPublished in: IEEE Access (2024)
Keyphrases
- microscopic images
- microscopy images
- segmentation method
- segmentation algorithm
- image analysis
- edge detection
- cell nuclei
- image regions
- segmented images
- test images
- image data
- image features
- segmentation errors
- adaptive thresholding
- image segmentation
- input image
- accurate segmentation
- digitized images
- ground truth
- fully automatic
- image segmentation algorithms
- multiscale
- quantitative evaluation
- microscope images
- digital image analysis
- breast cancer detection
- pixel level
- automated detection
- segmentation accuracy
- object segmentation
- image registration
- watershed transform
- watershed segmentation
- image processing
- low contrast
- digital mammography
- image retrieval
- breast ultrasound