SRMADNet: Swin ResUnet3+-based mammogram image segmentation and heuristic adopted multi-scale attention based DenseNet for breast cancer detection.
Kalyani GhugeDevaraj SaravananPublished in: Biomed. Signal Process. Control. (2024)
Keyphrases
- multiscale
- breast cancer detection
- image segmentation
- breast cancer
- computer aided diagnosis
- x ray
- scale space
- image processing
- early stage
- wavelet transform
- coarse to fine
- medical imaging
- markov random field
- multiple scales
- optimal solution
- search algorithm
- image representation
- optic flow
- level set method
- ultrasound images
- segmentation method
- dynamic programming
- computer vision
- segmentation algorithm
- active contours
- visual attention
- image analysis
- combinatorial optimization
- boundary detection
- image segmentation algorithm
- three dimensional
- object segmentation
- local binary pattern
- classification accuracy
- gray level
- natural images
- level set
- edge detection