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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Detalles Bibliográficos
Publicado en:Mach Learn Med Imaging
Main Authors: Li, Wenqi, Milletarì, Fausto, Xu, Daguang, Rieke, Nicola, Hancox, Jonny, Zhu, Wentao, Baust, Maximilian, Cheng, Yan, Ourselin, Sébastien, Cardoso, M. Jorge, Feng, Andrew
Formato: Artigo
Idioma:Inglês
Publicado: 2019
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Article
Acceso en liña: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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