Cardiac Phase Detection in Echocardiograms With Densely Gated Recurrent Neural Networks and Global Extrema Loss.
Fatemeh Taheri DezakiZhibin LiaoChristina LuongHany GirgisNeeraj DhungelAmir H. AbdiDelaram BehnamiKen GinRobert RohlingPurang AbolmaesumiTeresa TsangPublished in: IEEE Trans. Medical Imaging (2019)
Keyphrases
- recurrent neural networks
- left ventricle
- wall motion
- feed forward
- neural network
- blood pool
- recurrent networks
- echo state networks
- detection algorithm
- neural model
- detection method
- false positives
- reservoir computing
- artificial neural networks
- feedforward neural networks
- complex valued
- long short term memory
- cascade correlation
- object detection
- patient specific
- ultrasound images
- multiscale
- nonlinear dynamic systems
- scale space