Automatic aortic valve area detection in echocardiography images using convolutional neural networks and U-net architecture for bicuspid aortic valve recognition.
Katerina GiannakakiKonstantia MoirogiorgouMichalis E. ZervakisNikolaos Anousakis-VlachochristouGeorge K. MatsopoulosChristoforos KomporozosVasileios SouridesGeorgios KatsimagklisMaria DrakopoulouKonstantinos ToutouzasCatherine AvgeropoulouAristeidis AndroulakisPublished in: IST (2021)
Keyphrases
- convolutional neural networks
- fluoroscopic images
- object recognition
- convolutional network
- aortic valve
- input image
- image data
- three dimensional
- fully automatic
- partial occlusion
- image registration
- image analysis
- object detection
- beating heart
- feature points
- x ray
- region of interest
- intraoperative
- quantitative evaluation
- multiscale
- image sequences
- motion analysis
- d objects
- patient specific
- feature extraction
- computer vision