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Privacy-preserving Federated Brain Tumour Segmentation
Due to medical data privacy regulations, it is often infeasible to collect and share patient data in a centralised data lake. This poses challenges for training machine learning algorithms, such as deep convolutional networks, which often require large numbers of diverse training examples. Federated...
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| Izdano u: | Mach Learn Med Imaging |
|---|---|
| Glavni autori: | , , , , , , , , , , |
| Format: | Artigo |
| Jezik: | Inglês |
| Izdano: |
2019
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| Teme: | |
| Online pristup: | https://ncbi.nlm.nih.gov/pmc/articles/PMC7616593/ https://ncbi.nlm.nih.gov/pubmed/39453415 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-030-32692-0_16 |
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