On Modelling Label Uncertainty in Deep Neural Networks: Automatic Estimation of Intra- Observer Variability in 2D Echocardiography Quality Assessment.
Zhibin LiaoHany GirgisAmir H. AbdiHooman VaseliJorden HetheringtonRobert RohlingKen GinTeresa TsangPurang AbolmaesumiPublished in: IEEE Trans. Medical Imaging (2020)
Keyphrases
- quality assessment
- neural network
- uncertainty handling
- automatic evaluation
- image quality
- image and video processing
- image quality assessment
- video quality
- data quality
- human visual system
- post treatment
- video quality assessment
- measurement error
- visual quality
- quality metrics
- left ventricle
- software product line
- image classification
- image quality metrics
- perceived quality
- handling uncertainty
- reduced reference
- fuzzy logic
- image sequences