Relational-Regularized Discriminative Sparse Learning for Alzheimer's Disease Diagnosis. - Bai Ying Lei; Peng Yang 011; Tianfu Wang 001; Siping Chen; Dong Ni 001 (IEEE Trans. Cybern., 2017)

Join and Deep Ensemble Regression of Clinical Scores for Alzheimer's Disease Using Longitudinal and Incomplete Data*. - Mengya Yang; Peng Yang 011; Ahmed El-Azab; Wen Hou; Xia Li 006; Tianfu Wang 001; Wenbin Zou; Baiying Lei (EMBC, 2018)

3D Convolutional Neural Network and Stacked Bidirectional Recurrent Neural Network for Alzheimer's Disease Diagnosis. - Chiyu Feng; Ahmed El-Azab; Peng Yang 011; Tianfu Wang 001; Baiying Lei; Xiaohua Xiao (PRIME@MICCAI, 2018)

Low Rank Self-calibrated Brain Network Estimation and Autoweighted Centralized Multi-Task Learning for Early Mild Cognitive Impairment Diagnosis. - Nina Cheng; Ahmed El-Azab; Peng Yang 011; Dongdong Liu; Shuangzhi Yu; Tianfu Wang 001; Baiying Lei (EMBC, 2019)

Joint and Long Short-Term Memory Regression of Clinical Scores for Alzheimer's Disease Using Longitudinal Data. - Mengya Yang; Ahmed El-Azab; Peng Yang 011; Zaimin Xia; Tianfu Wang 001; Baiying Lei (EMBC, 2019)

Deep Learning via Fused Bidirectional Attention Stacked Long Short-Term Memory for Obsessive-Compulsive Disorder Diagnosis and Risk Screening. - Chiyu Feng; Lili Jin; Chuangyong Xu; Peng Yang 011; Tianfu Wang 001; Baiying Lei; Ziwen Peng (PRIME@MICCAI, 2019)

Multi-template Based Auto-Weighted Adaptive Structural Learning for ASD Diagnosis. - Fanglin Huang; Peng Yang 011; Shan Huang; Le Ou-Yang; Tianfu Wang 001; Baiying Lei (MLMI@MICCAI, 2019)

OCD Diagnosis via Smoothing Sparse Network and Stacked Sparse Auto-Encoder Learning. - Peng Yang 011; Lili Jin; Chuangyong Xu; Tianfu Wang 001; Baiying Lei; Ziwen Peng (GLMI@MICCAI, 2019)

Deep Learning Framework for Alzheimer's Disease Diagnosis via 3D-CNN and FSBi-LSTM. - Chiyu Feng; Ahmed El-Azab; Peng Yang 011; Tianfu Wang 001; Feng Zhou 003; Huoyou Hu; Xiaohua Xiao; Baiying Lei (IEEE Access, 2019)

Neuroimaging Retrieval via Adaptive Ensemble Manifold Learning for Brain Disease Diagnosis. - Baiying Lei; Peng Yang 011; Yinan Zhuo; Feng Zhou 003; Dong Ni 001; Siping Chen; Xiaohua Xiao; Tianfu Wang 001 (IEEE J. Biomed. Health Informatics, 2019)

Longitudinal Analysis of Mild Cognitive Impairment via Sparse Smooth Network and Attention-Based Stacked Bi-Directional Long-Short Term Memory. - Dongdong Liu; Yanwu Xu 001; Ahmed Elazab; Peng Yang 011; Wei Wang 117; Tianfu Wang 001; Baiying Lei (ISBI, 2020)

Spatial Similarity-Aware Learning and Fused Deep Polynomial Network for Detection of Obsessive-Compulsive Disorder. - Peng Yang 011; Qiong Yang; Wei Zheng 009; Li Shen 001; Tianfu Wang 001; Ziwen Peng; Baiying Lei (MICCAI (7), 2020)

Self-weighted adaptive structure learning for ASD diagnosis via multi-template multi-center representation. - Fanglin Huang; Ee-Leng Tan; Peng Yang 011; Shan Huang; Le Ou-Yang; Jiuwen Cao; Tianfu Wang 001; Baiying Lei (Medical Image Anal., 2020)

Self-calibrated brain network estimation and joint non-convex multi-task learning for identification of early Alzheimer's disease. - Baiying Lei; Nina Cheng; Alejandro F. Frangi; Ee-Leng Tan; Jiuwen Cao; Peng Yang 011; Ahmed Elazab; Jie Du 001; Yanwu Xu 001; Tianfu Wang 001 (Medical Image Anal., 2020)

Deep and joint learning of longitudinal data for Alzheimer's disease prediction. - Baiying Lei; Mengya Yang; Peng Yang 011; Feng Zhou 003; Wen Hou; Wenbin Zou; Xia Li 006; Tianfu Wang 001; Xiaohua Xiao; Shuqiang Wang (Pattern Recognit., 2020)

Multi-directional Attention Network for Segmentation of Pediatric Echocardiographic. - Zhuo Xiang; Cheng Zhao 003; Libao Guo; Yali Qiu; Yun Zhu; Peng Yang 011; Wei Xiong; Mingzhu Li; Minsi Chen; Tianfu Wang 001; Baiying Lei (PRCV (3), 2021)

Fused Sparse Network Learning for Longitudinal Analysis of Mild Cognitive Impairment. - Peng Yang 011; Feng Zhou 003; Dong Ni 001; Yanwu Xu 001; Siping Chen; Tianfu Wang 001; Baiying Lei (IEEE Trans. Cybern., 2021)

Hybrid Network Based on Cross-Modal Feature Fusion for Diagnosis of Alzheimer's Disease. - Zifeng Qiu; Peng Yang 011; Tianfu Wang 001; Baiying Lei (EPIMI/ML-CDS@MICCAI, 2022)

Predicting clinical scores for Alzheimer's disease based on joint and deep learning. - Baiying Lei; Enmin Liang; Mengya Yang; Peng Yang 011; Feng Zhou 003; Ee-Leng Tan; Yi Lei; Chuan-Ming Liu; Tianfu Wang 001; Xiaohua Xiao; Shuqiang Wang (Expert Syst. Appl., 2022)

Longitudinal study of early mild cognitive impairment via similarity-constrained group learning and self-attention based SBi-LSTM. - Baiying Lei; Yuwen Zhang; Dongdong Liu; Yanwu Xu 001; Guanghui Yue 001; Jiuwen Cao; Huoyou Hu; Shuangzhi Yu; Peng Yang 011; Tianfu Wang 001; Yali Qiu; Xiaohua Xiao; et al. (Knowl. Based Syst., 2022)

Diagnosis of obsessive-compulsive disorder via spatial similarity-aware learning and fused deep polynomial network. - Peng Yang 011; Cheng Zhao 003; Qiong Yang; Wei Zheng 009; Xiaohua Xiao; Li Shen 001; Tianfu Wang 001; Baiying Lei; Ziwen Peng (Medical Image Anal., 2022)

IFT-Net: Interactive Fusion Transformer Network for Quantitative Analysis of Pediatric Echocardiography. - Cheng Zhao 003; Weiling Chen; Jing Qin 001; Peng Yang 011; Zhuo Xiang; Alejandro F. Frangi; Minsi Chen; Shumin Fan; Wei Yu 002; Xunyi Chen; Bei Xia; Tianfu Wang 001; et al. (Medical Image Anal., 2022)

Detection of Onset Time for Acute Ischemic Stroke Based on Multi-scale Features and Cross-Attention. - Bao Yang; Peng Yang 011; Zifeng Qiu; Yueyan Bian; Jiaqiang Li; Xiang Dong; Junlong Qu; Qi Yang; Baiying Lei (BrainLes/SWITCH@MICCAI, 2023)

Fused Brain Functional Connectivity Network and Edge-attention Graph Convolution Network for Fibromyalgia Syndrome Diagnosis. - Yu Liang; Meijuan Long; Peng Yang 011; Tianfu Wang 001; Juan Jiao; Baiying Lei (EMBC, 2023)

Acute Ischemic Stroke Onset Time Classification with Dynamic Convolution and Perfusion Maps Fusion. - Peng Yang 011; Yuchen Zhang; Haijun Lei; Yueyan Bian; Qi Yang; Baiying Lei (MICCAI (5), 2023)

Multi-scale enhanced graph convolutional network for mild cognitive impairment detection. - Baiying Lei; Yun Zhu; Shuangzhi Yu; Huoyou Hu; Yanwu Xu 001; Guanghui Yue 001; Tianfu Wang 001; Cheng Zhao 003; Shaobin Chen; Peng Yang 011; Xuegang Song; Xiaohua Xiao; et al. (Pattern Recognit., 2023)

OCD diagnosis via smooth sparse network and fused sparse auto-encoder learning. - Peng Yang 011; Wei Zheng 009; Qiong Yang; Xiaohua Xiao; Tianfu Wang 001; Baiying Lei; Ziwen Peng (Expert Syst. Appl., 2023)

FIT-Net: Feature Interaction Transformer Network for Pathologic Myopia Diagnosis. - Shaobin Chen; Zhenquan Wu; Mingzhu Li; Yun Zhu; Hai Xie; Peng Yang 011; Cheng Zhao 003; Yongtao Zhang; Shaochong Zhang; Xinyu Zhao; Lin Lu; Guoming Zhang; et al. (IEEE Trans. Medical Imaging, 2023)

Federated Domain Adaptation via Transformer for Multi-Site Alzheimer's Disease Diagnosis. - Baiying Lei; Yun Zhu; Enmin Liang; Peng Yang 011; Shaobin Chen; Huoyou Hu; Haoran Xie 001; Ziyi Wei; Fei Hao; Xuegang Song; Tianfu Wang 001; Xiaohua Xiao; et al. (IEEE Trans. Medical Imaging, 2023)

OCD Diagnosis with Multiple Spatial Similarity-Aware Learning and Diffusion Structure-Aware Graph Convolutional Network. - Yu Liang; Chen Zhao; Tianfu Wang 001; Ziwen Peng; Peng Yang 011; Baiying Lei (BIBM, 2024)

Hypergraph-based Self-supervised Multi-channel Network for Drug-target Interaction Prediction. - Xiaoting Zeng; Yu Liang; Peng Yang 011; Weilin Chen; Baiying Lei (BIBM, 2024)

Federated Multi-source Domain Adaptation via Vision Transformer for Multi-site Alzheimer's Diagnosis. - Tuo Cai; Baiying Lei; Xueqin Yan; Cuimei Wei; Chunhua Liang; Xiaohua Xiao; Yunzhu Yang; Tianfu Wang 001; Peng Yang 011 (BI (2), 2024)

Spatiotemporal Feature Extraction and Fusion for Longitudinal Alzheimer's Disease Diagnosis. - Zhenghua Guan; Peng Yang 011; Haijun Lei; Bao Yang; Xuegang Song; Lei Dong; Xueqin Yan; Cuimei Wei; Chunhua Liang; Xiaohua Xiao; Tianfu Wang 001; Baiying Lei (BI (2), 2024)

Intelligent Diagnosis Platform for Alzheimer's Disease Based on Multi-modal Knowledge Graph. - Jiaqiang Li; Peng Yang 011; Jiuwen Cao; Zhenghua Guan; Junlong Qu; Lei Dong; Xueqin Yan; Cuimei Wei; Chunhua Liang; Xiaohua Xiao; Tianfu Wang 001; Baiying Lei (BI (2), 2024)

Dual Attention Graph Convolutional Network Fusing Imaging and Genetic Data for Early Alzheimer's Disease Diagnosis. - Jiaqiang Li; Peng Yang 011; Junlong Qu; Bao Yang; Zhenghua Guan; Xuegang Song; Xiaohua Xiao; Tianfu Wang 001; Baiying Lei (EMBC, 2024)

Multi-scale 3D Convolutional LSTM for Longitudinal Alzheimer's Disease Identification. - Zhenghua Guan; Xuegang Song; Peng Yang 011; Jiaqiang Li; Bao Yang; Xiaohua Xiao; Chuanming Liu; Tianfu Wang 001; Baiying Lei (ISBI, 2024)

Multimodality Frequency Feature Customized Learning for Pediatric Ventricular Septal Defects Identification. - Feifei Jin; Cheng Zhao 003; Peng Yang 011; Zhuo Xiang; Xunyi Chen; Yu Zhang 009; Shumin Fan; Luyao Zhou; Weiling Chen; Tianfu Wang 001; Baiying Lei (LDTM/MMMI/ML4MHD/ML-CDS@MICCAI, 2024)

Misclassification Detection via Counterexample Learning for Trustworthy Cervical Cancer Screening. - Li Li; Youyi Song; Xiang Dong; Peng Yang 011; Tianfu Wang 001; Baiying Lei (PRCV (11), 2024)

Alzheimer's disease diagnosis from multi-modal data via feature inductive learning and dual multilevel graph neural network. - Baiying Lei; Yafeng Li; Wanyi Fu; Peng Yang 011; Shaobin Chen; Tianfu Wang 001; Xiaohua Xiao; Tianye Niu; Yu Fu; Shuqiang Wang; Hongbin Han; Jing Qin 001 (Medical Image Anal., 2024)

Boundary uncertainty aware network for automated polyp segmentation. - Guanghui Yue 001; Guibin Zhuo; Weiqing Yan; Tianwei Zhou; Chang Tang; Peng Yang 011; Tianfu Wang 001 (Neural Networks, 2024)

Hybrid federated learning with brain-region attention network for multi-center Alzheimer's disease detection. - Baiying Lei; Yu Liang; Jiayi Xie; You Wu; Enmin Liang; Yong Liu 018; Peng Yang 011; Tianfu Wang 001; Chuan-Ming Liu; Jichen Du; Xiaohua Xiao; Shuqiang Wang (Pattern Recognit., 2024)

3D Multimodal Fusion Network With Disease-Induced Joint Learning for Early Alzheimer's Disease Diagnosis. - Zifeng Qiu; Peng Yang 011; Chunlun Xiao; Shuqiang Wang; Xiaohua Xiao; Jing Qin 001; Chuan-Ming Liu; Tianfu Wang 001; Baiying Lei (IEEE Trans. Medical Imaging, 2024)

MHW-GAN: Multidiscriminator Hierarchical Wavelet Generative Adversarial Network for Multimodal Image Fusion. - Cheng Zhao 003; Peng Yang 011; Feng Zhou 003; Guanghui Yue 001; Shuigen Wang; Huisi Wu; Guoliang Chen 005; Tianfu Wang 001; Baiying Lei (IEEE Trans. Neural Networks Learn. Syst., 2024)

Utilizing State Space Model for Diffusion Processes in Breast Tumor Pathological Image Super-Resolution. - Yiyao Liu; Peng Yang 011; Tianfu Wang 001; Baiying Lei (ISBI, 2025)

Locally similar multi-hop fusion GNNs with data augmentation for early Alzheimer's detection. - Gai Li; Yuwen Zhang; Xuegang Song; Peng Yang 011; Lei Dong; Yaohui Huang; Xiaohua Xiao; Tianfu Wang 001; Shuqiang Wang; Baiying Lei (Expert Syst. Appl., 2025)

ABVS breast tumour segmentation via integrating CNN with dilated sampling self-attention and feature interaction Transformer. - Yiyao Liu; Jinyao Li; Yi Yang 001; Cheng Zhao 003; Yongtao Zhang; Peng Yang 011; Lei Dong; Xiaofei Deng; Ting Zhu; Tianfu Wang 001; Wei Jiang; Baiying Lei (Neural Networks, 2025)

An object detection-based model for automated screening of stem-cells senescence during drug screening. - Yu Ren; Youyi Song; Mingzhu Li; Liangge He; Chunlun Xiao; Peng Yang 011; Yongtao Zhang; Cheng Zhao 003; Tianfu Wang 001; Guangqian Zhou; Baiying Lei (Neural Networks, 2025)

Knowledge-Aware Multisite Adaptive Graph Transformer for Brain Disorder Diagnosis. - Xuegang Song; Kaixiang Shu; Peng Yang 011; Cheng Zhao 003; Feng Zhou 003; Alejandro F. Frangi; Xiaohua Xiao; Lei Dong; Tianfu Wang 001; Shuqiang Wang; Baiying Lei (IEEE Trans. Medical Imaging, 2025)