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Federated learning using model projection for multi-center disease diagnosis with non-IID data Journal article
Du, Jie, Li, Wei, Liu, Peng, Vong, Chi Man, You, Yongke, Lei, Baiying, Wang, Tianfu. Federated learning using model projection for multi-center disease diagnosis with non-IID data[J]. Neural Networks, 2024, 178, 106409.
Authors:  Du, Jie;  Li, Wei;  Liu, Peng;  Vong, Chi Man;  You, Yongke; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:6.0/7.9 | Submit date：2024/07/04
Catastrophic Forgetting  Federated Learning  Invalid Aggregation  Multi-center Disease Diagnosis  Non-iid Data  
Brain Diffuser: An End-to-End Brain Image to Brain Network Pipeline Conference paper
Chen, Xuhang, Lei, Baiying, Pun, Chi Man, Wang, Shuqiang. Brain Diffuser: An End-to-End Brain Image to Brain Network Pipeline[C]:SPRINGER-VERLAG BERLIN, HEIDELBERGER PLATZ 3, D-14197 BERLIN, GERMANY, 2024, 16-26.
Authors:  Chen, Xuhang;  Lei, Baiying;  Pun, Chi Man;  Wang, Shuqiang
Favorite | TC[WOS]:1 TC[Scopus]:10 | Submit date：2024/05/16
Brain Network Generation  Dti To Brain Network  Latent Diffusion Model  
Scale-adaptive super-feature based MetricUNet for brain tumor segmentation Journal article
Liu, Yujian, Du, Jie, Vong, Chi Man, Yue, Guanghui, Yu, Juan, Wang, Yuli, Lei, Baiying, Wang, Tianfu. Scale-adaptive super-feature based MetricUNet for brain tumor segmentation[J]. Biomedical Signal Processing and Control, 2022, 73, 103442.
Authors:  Liu, Yujian;  Du, Jie;  Vong, Chi Man;  Yue, Guanghui;  Yu, Juan; et al.
Favorite | TC[WOS]:21 TC[Scopus]:27  IF:4.9/4.9 | Submit date：2022/03/28
Brain Tumor Segmentation  Metricunet  Scale-adaptive  Super Voxel-level Feature  Voxel-metric Learning