Privacy-preserving Federated Brain Tumour Segmentation

2 Oct 2019Wenqi LiFausto MilletarìDaguang XuNicola RiekeJonny HancoxWentao ZhuMaximilian BaustYan ChengSébastien OurselinM. Jorge CardosoAndrew Feng

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... (read more)

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