Federated learning and differential privacy for medical image analysis

The artificial intelligence revolution has been spurred forward by the availability of large-scale datasets. In contrast, the paucity of large-scale medical datasets hinders the application of machine learning in healthcare. The lack of publicly available multi-centric and diverse datasets mainly st...

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Detalles Bibliográficos
Autores principales: Adnan, Mohammed, Kalra, Shivam, Cresswell, Jesse C., Taylor, Graham W., Tizhoosh, Hamid R.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8816913/
https://www.ncbi.nlm.nih.gov/pubmed/35121774
http://dx.doi.org/10.1038/s41598-022-05539-7

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8816913/
https://www.ncbi.nlm.nih.gov/pubmed/35121774
http://dx.doi.org/10.1038/s41598-022-05539-7

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