Deep Learning for Classification and Localization of COVID-19 Markers in Point-of-Care Lung Ultrasound.
Subhankar RoyWilli MenapaceSebastiaan OeiBen LuijtenEnrico FiniCristiano SaltoriIris A. M. HuijbenNishith ChennakeshavaFederico MentoAlessandro SentelliEmanuele PeschieraRiccardo TrevisanGiovanni MaschiettoElena TorriRiccardo InchingoloAndrea SmargiassiGino SoldatiPaolo RotaAndrea PasseriniRuud J. G. van SlounElisa RicciLibertario DemiPublished in: IEEE Trans. Medical Imaging (2020)
Keyphrases
- deep learning
- unsupervised learning
- lung disease
- pattern recognition
- restricted boltzmann machine
- machine learning
- decision trees
- feature vectors
- feature selection
- support vector
- multiscale
- medical images
- image classification
- text classification
- feature extraction
- natural language processing
- unsupervised feature learning
- deep architectures
- supervised learning
- computer vision