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Deep learning-based classification for lung opacities in chest x-ray radiographs through batch control and sensitivity regulation
In this study, we implemented a system to classify lung opacities from frontal chest x-ray radiographs. We also proposed a training method to address the class imbalance problem presented in the dataset. We participated in the Radiological Society of America (RSNA) 2018 Pneumonia Detection Challenge...
| Autores principales: | , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
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Nature Publishing Group UK
2022
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| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9584230/ https://www.ncbi.nlm.nih.gov/pubmed/36266320 http://dx.doi.org/10.1038/s41598-022-22506-4 |