Deep Learning-Based Venous Gas Emboli Grade Classification in Doppler Ultrasound Audio Recordings.
Arian AzarangDavid Q. LeAndrew H. HoangSamantha Lesley BloggPaul A. DaytonRachel M. LanceMichael NatoliAlan GatrellFrauke TillmansRichard E. MoonPeter LindholmVirginie PapadopoulouPublished in: IEEE Trans. Biomed. Eng. (2023)
Keyphrases
- deep learning
- audio recordings
- unsupervised learning
- machine learning
- pattern recognition
- restricted boltzmann machine
- image classification
- decision trees
- feature vectors
- feature space
- ultrasound imaging
- ultrasound images
- text classification
- unsupervised feature learning
- high dimensional
- feature selection
- learning algorithm
- mental models