no code implementations • 6 Oct 2022 • Zhifang Deng, Xiaohong Huang, Dandan Li, Xueguang Yuan
The FedGraph takes three factors into account from coarse to fine: the proportion of each local dataset size, the topology factor of model graphs, and the model weights.
1 code implementation • 15 Sep 2021 • Xiaohong Huang, Zhifang Deng, Dandan Li, Xueguang Yuan
The CNN-based methods have achieved impressive results in medical image segmentation, but it failed to capture the long-range dependencies due to the inherent locality of convolution operation.
Ranked #10 on Medical Image Segmentation on Synapse multi-organ CT (using extra training data)