Braintorrent: A peer-to-peer environment for decentralized federated learning

AG Roy, S Siddiqui, S Pölsterl, N Navab… - arXiv preprint arXiv …, 2019 - arxiv.org
Access to sufficient annotated data is a common challenge in training deep neural networks
on medical images. As annotating data is expensive and time-consuming, it is difficult for an …

[PDF][PDF] BrainTorrent: A Peer-to-Peer Environment for Decentralized Federated Learning

AG Roy, S Siddiqui, S Pölsterl, N Navab… - arXiv preprint arXiv …, 2019 - academia.edu
Access to sufficient annotated data is a common challenge in training deep neural networks
on medical images. As annotating data is expensive and time-consuming, it is difficult for an …

[PDF][PDF] BrainTorrent: A Peer-to-Peer Environment for Decentralized Federated Learning

AG Roy, S Siddiqui, S Pölsterl, N Navab… - arXiv preprint arXiv …, 2019 - researchgate.net
Access to sufficient annotated data is a common challenge in training deep neural networks
on medical images. As annotating data is expensive and time-consuming, it is difficult for an …