A hybrid network for automatic hepatocellular carcinoma segmentation in H&E-stained whole slide images.
Xiyue WangYuqi FangSen YangDelong ZhuMinghui WangJing ZhangKai-Yu TongXiao HanPublished in: Medical Image Anal. (2021)
Keyphrases
- cell nuclei
- microscopic images
- microscopy images
- segmentation algorithm
- fully automatic
- segmentation method
- image analysis
- automated analysis
- test images
- automated detection
- input image
- image regions
- adaptive thresholding
- image database
- edge detection
- segmentation errors
- quantitative analysis
- low contrast
- ground truth
- grey level
- segmented images
- piece wise
- image data
- pixel wise
- pixel level
- segmentation accuracy
- microscope images
- image segmentation
- three dimensional
- automatically segmented
- cancer diagnosis
- accurate segmentation
- image features
- object recognition
- tubular structures
- image retrieval
- watershed transform
- segmented regions
- region growing
- level set
- image segments
- cancer cells
- digitized images
- histological images
- low depth of field