Automatic deep learning-based pleural effusion segmentation in lung ultrasound images.
Damjan VukovicAndrew WangMaria AnticoMarian SteffensIgor RuvinovRuud J. G. van SlounDavid CantyAlistair RoyseColin RoyseKavi HajiJason DowlingGirija ChettyDavide FontanarosaPublished in: BMC Medical Informatics Decis. Mak. (2023)
Keyphrases
- ultrasound images
- deep learning
- medical ultrasound
- echocardiographic images
- active contour segmentation
- ultrasound imaging
- carotid artery
- speckle noise
- fully automatic
- edge detection
- speckle reduction
- unsupervised learning
- machine learning
- active contours
- segmentation algorithm
- mental models
- weakly supervised
- level set
- image segmentation
- ct images
- shape prior
- object segmentation
- medical images
- multiscale
- lung cancer
- anisotropic diffusion
- deformable models
- segmentation method
- computer vision