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Tailored self-supervised pretraining improves brain MRI diagnostic models
Huang, Xinhao, Wang, Zihao, Zhou, Weichen, Yang, Kexin, Wen, Kaihua, Liu, Haiguang, Huang, Shoujin, Lyu, Mengye
Published in Computerized medical imaging and graphics (01.07.2025)
Published in Computerized medical imaging and graphics (01.07.2025)
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Journal Article
Robust deep learning from incomplete annotation for accurate lung nodule detection
Gao, Zebin, Guo, Yuchen, Wang, Guoxin, Chen, Xiangru, Cao, Xuyang, Zhang, Chao, An, Shan, Xu, Feng
Published in Computers in biology and medicine (01.05.2024)
Published in Computers in biology and medicine (01.05.2024)
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Journal Article
Self-Supervised Multi-Scale Multi-Modal Graph Pool Transformer for Sellar Region Tumor Diagnosis
Lei, Baiying, Cai, Gege, Zhu, Yun, Wang, Tianfu, Dong, Lei, Zhao, Cheng, Hu, Xinzhi, Zhu, Huijun, Lu, Lin, Feng, Feng, Feng, Ming, Wang, Renzhi
Published in IEEE journal of biomedical and health informatics (01.04.2025)
Published in IEEE journal of biomedical and health informatics (01.04.2025)
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Journal Article
NSCGCN: A novel deep GCN model to diagnosis COVID-19
Tang, Chaosheng, Hu, Chaochao, Sun, Junding, Wang, Shui-Hua, Zhang, Yu-Dong
Published in Computers in biology and medicine (01.11.2022)
Published in Computers in biology and medicine (01.11.2022)
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Journal Article
Exploring Multiconnectivity and Subdivision Functions of Brain Network via Heterogeneous Graph Network for Cognitive Disorder Identification
Chen, Dongdong, Liu, Mengjun, Shen, Zhenrong, Yao, Linlin, Zhao, Xiangyu, Song, Zhiyun, Yuan, Haolei, Wang, Qian, Zhang, Lichi
Published in IEEE transaction on neural networks and learning systems (01.07.2025)
Published in IEEE transaction on neural networks and learning systems (01.07.2025)
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Journal Article
TTGA U-Net: Two-stage two-stream graph attention U-Net for hepatic vessel connectivity enhancement
Zhao, Ziqi, Li, Wentao, Ding, Xiaoyi, Sun, Jianqi, Xu, Lisa X.
Published in Computerized medical imaging and graphics (01.06.2025)
Published in Computerized medical imaging and graphics (01.06.2025)
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Journal Article
The t/k -Diagnosability of Star Graph Networks
Zhou, Shuming, Lin, Limei, Xu, Li, Wang, Dajin
Published in IEEE transactions on computers (01.02.2015)
Published in IEEE transactions on computers (01.02.2015)
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Journal Article
A graph neural network framework for causal inference in brain networks
Wein, S., Malloni, W. M., Tomé, A. M., Frank, S. M., Henze, G. -I., Wüst, S., Greenlee, M. W., Lang, E. W.
Published in Scientific reports (13.04.2021)
Published in Scientific reports (13.04.2021)
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Journal Article
Breast Cancer Classification From Digital Pathology Images via Connectivity-Aware Graph Transformer
Wang, Kang, Zheng, Feiyang, Cheng, Lan, Dai, Hong-Ning, Dou, Qi, Qin, Jing
Published in IEEE transactions on medical imaging (01.08.2024)
Published in IEEE transactions on medical imaging (01.08.2024)
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Journal Article