Automatic deep learning-based consolidation/collapse classification in lung ultrasound images for COVID-19 induced pneumonia
Our automated deep learning-based approach identifies consolidation/collapse in LUS images to aid in the identification of late stages of COVID-19 induced pneumonia, where consolidation/collapse is one of the possible associated pathologies. A common challenge in training such models is that annotat...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9584232/ https://www.ncbi.nlm.nih.gov/pubmed/36266463 http://dx.doi.org/10.1038/s41598-022-22196-y |