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One Shot Model For The Prediction of COVID-19 And Lesions Segmentation In Chest CT Scans Through The Affinity Among Lesion Mask Features
We present a novel framework that integrates segmentation of lesion masks and prediction of COVID-19 in chest CT scans in one shot. In order to classify the whole input image, we introduce a type of associations among lesion mask features extracted from the scan slice that we refer to as affinities....
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
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Elsevier B.V.
2022
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| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8668605/ https://www.ncbi.nlm.nih.gov/pubmed/34924896 http://dx.doi.org/10.1016/j.asoc.2021.108261 |