IEEE Transactions on Medical Imaging· 2020Q1
Deep Learning for Classification and Localization of COVID-19 Markers in Point-of-Care Lung Ultrasound
- 613citations
- Q1SCImago
- 2020year
Short summary
A novel deep network, derived from Spatial Transformer Networks, simultaneously predicts COVID-19 severity scores and localizes pathological artifacts in lung ultrasound (LUS) images using weakly-supervised learning.
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