DDTNet: A dense dual-task network for tumor-infiltrating lymphocyte detection and segmentation in histopathological images of breast cancer.
Xiaoxuan ZhangXiongfeng ZhuKai TangYinghua ZhaoZixiao LuQianjin FengPublished in: Medical Image Anal. (2022)
Keyphrases
- breast cancer
- cell nuclei
- histopathological images
- mammogram images
- automated detection
- computer aided detection
- automated analysis
- dce mri
- early detection
- logistic regression
- computer aided diagnosis
- breast cancer detection
- low contrast
- breast tissue
- cancer diagnosis
- image segmentation
- image analysis
- quantitative analysis
- fully automatic
- segmentation method
- segmentation algorithm
- medical images
- energy function
- level set
- quantitative evaluation
- visual analysis
- shape prior
- medical imaging
- microscopy images
- image enhancement
- disease progression