Automatic Quality Assessment of Echocardiograms Using Convolutional Neural Networks: Feasibility on the Apical Four-Chamber View.
Amir H. AbdiChristina LuongTeresa TsangGregory AllanSaman NouranianJohn JueDale HawleySarah FlemingKen GinJody SwiftRobert RohlingPurang AbolmaesumiPublished in: IEEE Trans. Medical Imaging (2017)
Keyphrases
- quality assessment
- convolutional neural networks
- automatic evaluation
- image and video processing
- image quality
- human visual system
- perceived quality
- video quality
- visual quality
- convolutional network
- data quality
- ultrasound images
- quality metrics
- image quality assessment
- video quality assessment
- quality evaluation
- metadata
- left ventricle
- image compression
- reduced reference
- image data
- uncertainty handling
- post treatment
- high quality