TS-DSANN: Texture and shape focused dual-stream attention neural network for benign-malignant diagnosis of thyroid nodules in ultrasound images.
Lu TangChuangeng TianHang YangZhiming CuiYu HuiKai XuDinggang ShenPublished in: Medical Image Anal. (2023)
Keyphrases
- ultrasound images
- normal tissue
- malignant melanoma
- skin lesion
- benign and malignant
- breast cancer
- skin cancer
- texture information
- lung nodules
- pulmonary nodules
- computer aided diagnosis
- speckle noise
- medical ultrasound
- computer aided
- early detection
- digital mammograms
- cad systems
- prostate segmentation
- echocardiographic images
- shape model
- lung cancer
- texture features
- speckle reduction
- edge detection
- texture classification
- texture analysis
- ct images
- blood vessels
- texture images
- ultrasound imaging
- statistical shape model
- carotid artery
- gray level
- image analysis