Xuegang Song - RankMe

25 papers Journal 12Unranked 13

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Developing a knowledge-guided federated graph attention learning network with a diffusion module to diagnose Alzheimer's disease. Medical Image Anal. Xuegang Song, Kaixiang Shu, Peng Yang, Cheng Zhao, Feng Zhou, Alejandro F. Frangi, Jiuwen Cao, Xiaohua Xiao, Shuqiang Wang, Tianfu Wang, Baiying Lei
2026	J	`jnl`	Early Alzheimer's disease classification via structure and feature-based graph attention network from multi-center data. Neural Networks Nina Cheng, Gai Li, Yu Liang, Yali Qiu, Xuegang Song, Huoyou Hu, Ee-Leng Tan, Tianfu Wang, Shuqiang Wang, Xiaohua Xiao, Shijie Zhao, Baiying Lei
2025	—	`conf`	Age Knowledge Guided CNN-Transformer Network for Alzheimer's Disease Diagnosis. ISBI Teng Cheng, Zhenghua Guan, Junlong Qu, Jiaqiang Li, Baiying Lei, Xuegang Song
2025	J	`jnl`	Knowledge-Aware Multisite Adaptive Graph Transformer for Brain Disorder Diagnosis. IEEE Trans. Medical Imaging Xuegang Song, Kaixiang Shu, Peng Yang, Cheng Zhao, Feng Zhou, Alejandro F. Frangi, Xiaohua Xiao, Lei Dong, Tianfu Wang, Shuqiang Wang, Baiying Lei
2025	J	`jnl`	Locally similar multi-hop fusion GNNs with data augmentation for early Alzheimer's detection. Expert Syst. Appl. Gai Li, Yuwen Zhang, Xuegang Song, Peng Yang, Lei Dong, Yaohui Huang, Xiaohua Xiao, Tianfu Wang, Shuqiang Wang, Baiying Lei
2024	—	`conf`	Brain Age Estimation and Aging-related Brain Regions. IoTAAI Zhan Luo, Yuexin Zhang, Xuegang Song
2024	—	`conf`	Dual Attention Graph Convolutional Network Fusing Imaging and Genetic Data for Early Alzheimer's Disease Diagnosis. EMBC Jiaqiang Li, Peng Yang, Junlong Qu, Bao Yang, Zhenghua Guan, Xuegang Song, Xiaohua Xiao, Tianfu Wang, Baiying Lei
2024	—	`conf`	Multi-scale 3D Convolutional LSTM for Longitudinal Alzheimer's Disease Identification. ISBI Zhenghua Guan, Xuegang Song, Peng Yang, Jiaqiang Li, Bao Yang, Xiaohua Xiao, Chuanming Liu, Tianfu Wang, Baiying Lei
2024	—	`conf`	Spatiotemporal Feature Extraction and Fusion for Longitudinal Alzheimer's Disease Diagnosis. BI (2) Zhenghua Guan, Peng Yang, Haijun Lei, Bao Yang, Xuegang Song, Lei Dong, Xueqin Yan, Cuimei Wei, Chunhua Liang, Xiaohua Xiao, Tianfu Wang, Baiying Lei
2023	—	`conf`	COVID-19 Diagnosis Based on Swin Transformer Model with Demographic Information Fusion and Enhanced Multi-head Attention Mechanism. MLMI@MICCAI (2) Yunlong Sun, Yiyao Liu, Junlong Qu, Xiang Dong, Xuegang Song, Baiying Lei
2023	—	`conf`	Diagnosis of Covid-19 Via Multi-Layer Multi-Center Graph Attention Network. ISBI Pingkang Li, Haijun Lei, Xuegang Song, Jia Zhao, Jialan Tang, Yukang Lei, Baiying Lei
2023	J	`jnl`	Federated Domain Adaptation via Transformer for Multi-Site Alzheimer's Disease Diagnosis. IEEE Trans. Medical Imaging Baiying Lei, Yun Zhu, Enmin Liang, Peng Yang, Shaobin Chen, Huoyou Hu, Haoran Xie, Ziyi Wei, Fei Hao, Xuegang Song, Tianfu Wang, Xiaohua Xiao, Shuqiang Wang, Hongbin Han
2023	J	`jnl`	Multi-scale enhanced graph convolutional network for mild cognitive impairment detection. Pattern Recognit. Baiying Lei, Yun Zhu, Shuangzhi Yu, Huoyou Hu, Yanwu Xu, Guanghui Yue, Tianfu Wang, Cheng Zhao, Shaobin Chen, Peng Yang, Xuegang Song, Xiaohua Xiao, Shuqiang Wang
2023	J	`jnl`	Multicenter and Multichannel Pooling GCN for Early AD Diagnosis Based on Dual-Modality Fused Brain Network. IEEE Trans. Medical Imaging Xuegang Song, Feng Zhou, Alejandro F. Frangi, Jiuwen Cao, Xiaohua Xiao, Yi Lei, Tianfu Wang, Baiying Lei
2022	—	`conf`	Swin Faster R-CNN for Senescence Detection of Mesenchymal Stem Cells in Bright-Field Images. MOVI@MICCAI Chunlun Xiao, Mingzhu Li, Liangge He, Xuegang Song, Tianfu Wang, Baiying Lei
2021	J	`jnl`	Augmented Multicenter Graph Convolutional Network for COVID-19 Diagnosis. IEEE Trans. Ind. Informatics Xuegang Song, Haimei Li, Wenwen Gao, Yue Chen, Tianfu Wang, Guolin Ma, Baiying Lei
2021	J	`jnl`	Graph convolution network with similarity awareness and adaptive calibration for disease-induced deterioration prediction. Medical Image Anal. Xuegang Song, Feng Zhou, Alejandro F. Frangi, Jiuwen Cao, Xiaohua Xiao, Yi Lei, Tianfu Wang, Baiying Lei
2021	—	`conf`	Multi-channel Sparse Graph Transformer Network for Early Alzheimer's Disease Identification. ISBI Yali Qiu, Shuangzhi Yu, Yanhong Zhou, Dongdong Liu, Xuegang Song, Tianfu Wang, Baiying Lei
2021	—	`conf`	Structure and Feature Based Graph U-Net for Early Alzheimer's Disease Prediction. ML-CDS@MICCAI Yun Zhu, Xuegang Song, Yali Qiu, Chen Zhao, Baiying Lei
2020	J	`jnl`	Classification of Mild Cognitive Impairment Based on a Combined High-Order Network and Graph Convolutional Network. IEEE Access Xuegang Song, Ahmed Elazab, Yuexin Zhang
2020	—	`conf`	Integrating Similarity Awareness and Adaptive Calibration in Graph Convolution Network to Predict Disease. MICCAI (7) Xuegang Song, Alejandro F. Frangi, Xiaohua Xiao, Jiuwen Cao, Tianfu Wang, Baiying Lei
2019	—	`conf`	Diagnosis of Parkinson's Disease in Genetic Cohort Patients via Stage-Wise Hierarchical Deep Polynomial Ensemble Learning. PRIME@MICCAI Haijun Lei, Hancong Li, Ahmed Elazab, Xuegang Song, Zhongwei Huang, Baiying Lei
2019	J	`jnl`	Load Prediction of Space Deployable Structure Based on FBG and LSTM. IEEE Access Yuexin Zhang, Xuegang Song
2019	—	`conf`	Multi-scale Graph Convolutional Network for Mild Cognitive Impairment Detection. GLMI@MICCAI Shuangzhi Yu, Guanghui Yue, Ahmed Elazab, Xuegang Song, Tianfu Wang, Baiying Lei
2017	J	`jnl`	Load Identification for a Cantilever Beam Based on Fiber Bragg Grating Sensors. Sensors Xuegang Song, Yuexin Zhang, Dakai Liang