BIS5k: a large-scale dataset for medical segmentation task based on HE-staining images of breast cancer.
Junjie LiKaixiang YanYu YuXiaohui ZhanLingyu LiPublished in: Signal Image Video Process. (2024)
Keyphrases
- breast cancer
- segmentation algorithm
- segmentation method
- digital mammography
- mammogram images
- image analysis
- breast tissue
- benign and malignant
- breast cancer diagnosis
- computer aided diagnosis
- computer aided detection
- early detection
- early detection of breast cancer
- edge detection
- logistic regression
- automated segmentation
- fully automatic
- diagnosis of breast cancer
- breast cancer detection
- accurate segmentation
- microscopy images
- medical imaging
- breast cancer patients
- input image
- dce mri
- image segmentation
- cancer datasets
- region growing
- cad systems
- cell nuclei
- segmentation accuracy
- microscope images
- mammographic images
- level set
- lymph nodes
- cell segmentation
- automatic segmentation
- quantitative evaluation
- cancer patients
- low contrast