Xuegang Song

Graph convolution network with similarity awareness and adaptive calibration for disease-induced deterioration prediction

Xuegang Song, Feng Zhou, Alejandro F. Frangi et al. · Medical Image Analysis · 2020 · 119 citations

Geometric Learning, Graph Neural Network, Similarity Awareness +11

Multicenter and Multichannel Pooling GCN for Early AD Diagnosis Based on Dual-Modality Fused Brain Network

Xuegang Song, Feng Zhou, Alejandro F. Frangi et al. · IEEE Transactions on Medical Imaging · 2022 · 118 citations

Multi-scale enhanced graph convolutional network for mild cognitive impairment detection

Baiying Lei, Yun Zhu, Shuangzhi Yu et al. · Pattern Recognition · 2022 · 76 citations

Neuroimaging Biomarkers, Graph Neural Network, Graph Signal Processing +7

Federated Domain Adaptation via Transformer for Multi-Site Alzheimer’s Disease Diagnosis

Baiying Lei, Yun Zhu, Enmin Liang et al. · IEEE Transactions on Medical Imaging · 2023 · 54 citations

Engineering, Machine Learning, Alzheimer's Disease +21

Augmented Multicenter Graph Convolutional Network for COVID-19 Diagnosis

Xuegang Song, Haimei Li, Wenwen Gao et al. · IEEE Transactions on Industrial Informatics · 2021 · 28 citations · Full text