COVID-19 and Non-COVID-19 Classification using Multi-layers Fusion From Lung Ultrasound Images
•A light CNN model is proposed for COVID-19 screening using lung ultrasound images.•Multi-layers feature fusion is done to enhance the performance.•5.9% absolute accuracy is improved by the fusion compared to without fusion.•Precision, recall, and area under the ROC curve are also significantly impr...
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| Veröffentlicht in: | Information fusion 2021-08, Vol.72, p.80-88 |
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| Hauptverfasser: | , |
| Format: | Artikel |
| Sprache: | eng |
| Online-Zugang: | Volltext |
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