Multi-Parametric Fusion of 3D Power Doppler Ultrasound for Fetal Kidney Segmentation Using Fully Convolutional Neural Networks.
Nipuna H. WeerasingheNigel H. LovellAlec W. WelshGordon N. StevensonPublished in: IEEE J. Biomed. Health Informatics (2021)
Keyphrases
- ultrasound images
- convolutional neural networks
- ultrasound imaging
- medical ultrasound
- echocardiographic images
- carotid artery
- segmentation algorithm
- image segmentation
- level set
- segmentation method
- medical images
- energy function
- fully automatic
- information fusion
- parametric representation
- multiscale
- fusion method
- parametric models
- shape prior
- edge detection
- speckle reduction
- region growing
- power consumption
- signal processing
- image analysis
- early detection
- accurate segmentation
- convolutional network