A multitask approach for automated detection and segmentation of thyroid nodules in ultrasound images.
Ashwath RadhachandranAdam KinzelJoseph ChenVivek SantMaitraya PatelRinat MasamedCorey W. ArnoldWilliam SpeierPublished in: Comput. Biol. Medicine (2024)
Keyphrases
- ultrasound images
- automated detection
- multi task
- breast tumors
- lung cancer
- echocardiographic images
- medical ultrasound
- active contour segmentation
- ultrasound imaging
- carotid artery
- automated analysis
- speckle noise
- edge detection
- speckle reduction
- learning tasks
- segmentation algorithm
- image segmentation
- medical imaging
- multiscale
- region growing
- segmentation method
- computed tomography
- multi class
- normal tissue
- image analysis
- ct scans
- level set
- ct images
- fully automatic
- feature selection