Super-Resolved Microbubble Localization in Single-Channel Ultrasound RF Signals Using Deep Learning.
Nathan BlankenJelmer M. WolterinkHervé DelingetteChristoph BruneMichel VersluisGuillaume LajoiniePublished in: IEEE Trans. Medical Imaging (2022)
Keyphrases
- deep learning
- single channel
- radio frequency
- multi channel
- independent component analysis
- unsupervised learning
- super resolution
- machine learning
- low resolution
- brain activity
- frequency domain
- prior information
- wiener filter
- signal processing
- high resolution
- signal to noise ratio
- principal component analysis
- feature space