Search Results for author: Zhifang Deng

Found 2 papers, 1 papers with code

FedGraph: an Aggregation Method from Graph Perspective

no code implementations6 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.

Federated Learning Tumor Segmentation

MISSFormer: An Effective Medical Image Segmentation Transformer

1 code implementation15 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 #9 on Medical Image Segmentation on Synapse multi-organ CT (using extra training data)

Cardiac Segmentation Image Segmentation +2

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