Federated partially supervised learning with limited decentralized medical images

Data government has played an instrumental role in securing the privacy-critical infrastructure in the medical domain and has led to an increased need of federated learning (FL). While decentralization can limit the effectiveness of standard supervised learning, the impact of decentralization on par...

पूर्ण विवरण

ग्रंथसूची विवरण
मुख्य लेखकों: Dong, N, Kampffmeyer, M, Voiculescu, I, Xing, E
स्वरूप: Journal article
भाषा:English
प्रकाशित: IEEE 2022