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SecureFed: federated learning empowered medical imaging technique to analyze lung abnormalities in chest X-rays
Machine learning is an effective and accurate technique to diagnose COVID-19 infections using image data, and chest X-Ray (CXR) is no exception. Considering privacy issues, machine learning scientists end up receiving less medical imaging data. Federated Learning (FL) is a privacy-preserving distrib...
| Autores principales: | , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
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Springer Berlin Heidelberg
2023
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| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9928498/ https://www.ncbi.nlm.nih.gov/pubmed/36817940 http://dx.doi.org/10.1007/s13042-023-01789-7 |