TransFusion: Efficient Vision Transformer based on 3D transesophageal echocardiography images for the left atrial appendage segmentation.
Musheng WuDan ZhangYuejiao HuaMateng SiPeng LiuQing WangPublished in: Expert Syst. Appl. (2024)
Keyphrases
- segmentation algorithm
- image analysis
- segmentation method
- test images
- image database
- edge detection
- accurate segmentation
- input image
- adaptive thresholding
- image data
- piece wise
- fully automatic
- image regions
- segmentation errors
- image features
- microscopy images
- microscopic images
- three dimensional
- image slices
- object recognition
- segmentation accuracy
- pixel wise
- segmented images
- pigmented skin lesions
- automatic segmentation
- automatically segmented
- image segmentation
- image segments
- shape prior
- ground truth
- echocardiographic images
- image registration
- positron emission tomography
- tubular structures
- low depth of field
- image processing
- cell nuclei
- grey level
- medical images
- image segmentation algorithms
- intensity images
- low contrast
- multiple objects
- object segmentation
- medical imaging
- fault diagnosis