The value of a neural network based on multi-scale feature fusion to ultrasound images for the differentiation in thyroid follicular neoplasms.
Weiwei ChenXuejun NiCheng QianLei YangZheng ZhangMengdan LiFanlei KongMengqin HuangMaosheng HeYifei YinPublished in: BMC Medical Imaging (2024)
Keyphrases
- ultrasound images
- feature fusion
- multiscale
- edge detection
- feature extraction
- speckle noise
- multiple features
- medical ultrasound
- scale space
- image segmentation
- fusion algorithm
- coarse to fine
- natural images
- wavelet domain
- multi sensor
- data reduction
- subspace learning
- wavelet transform
- canonical correlation analysis
- speckle reduction
- image processing
- local binary pattern
- multiresolution