Segmentation-based BI-RADS ensemble classification of breast tumours in ultrasound images.
Maciej BobowiczMikolaj BadochaKatarzyna GwozdziewiczMarlena RygusikPaulina KalinowskaEdyta SzurowskaTomasz DziubichPublished in: Int. J. Medical Informatics (2024)
Keyphrases
- ultrasound images
- ultrasound imaging
- ensemble classification
- medical ultrasound
- echocardiographic images
- active contour segmentation
- carotid artery
- speckle noise
- ultrasound image segmentation
- edge detection
- speckle reduction
- segmentation algorithm
- ensemble methods
- volume data
- image segmentation
- ensemble classifier
- level set
- image analysis
- object segmentation
- ensemble learning
- fully automatic
- wavelet transform
- classification accuracy
- pattern recognition
- computer vision