Hybrid transformer UNet for thyroid segmentation from ultrasound scans.
Jianning ChiZelan LiZhiyi SunXiaosheng YuHuan WangPublished in: Comput. Biol. Medicine (2023)
Keyphrases
- ultrasound images
- ultrasound imaging
- carotid artery
- echocardiographic images
- medical ultrasound
- segmentation algorithm
- image segmentation
- object segmentation
- shape prior
- segmentation method
- speckle reduction
- region growing
- medical images
- healthy volunteers
- segmentation accuracy
- fault diagnosis
- fuzzy logic
- segmentation errors
- volume data
- speckle noise
- segmented images
- fully automatic
- medical imaging
- accurate segmentation
- level set
- energy function
- edge detection
- high resolution
- image regions
- video sequences