Peng Yang - RankMe

54 papers Journal 29Unranked 25

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Advanced Multimodal Learning for Seizure Detection and Prediction: Concept, Challenges, and Future Directions. CoRR Ijaz Ahmad, Faizan Ahmad, Sunday Timothy Aboyeji, Yongtao Zhang, Peng Yang, Javed Ali Khan, Rab Nawaz, Baiying Lei
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`	Hierarchical feature-guided dynamic collaborative learning transformer model for ventricular septal defect identification. Neurocomputing Cheng Zhao, Weiling Chen, Peng Yang, Zhuo Xiang, Yiyao Liu, Bei Xia, Jing Qin, Tianfu Wang, Baiying Lei, Luyao Zhou
2026	J	`jnl`	Multimodal adaptive subspace learning for Parkinson's disease diagnosis and prediction. Appl. Soft Comput. Jiaqiang Li, Yukang Lei, Zhenghua Guan, Peng Yang, Haojie Song, Jing Tian, Guojun Yao, Chunhua Liang, Tianfu Wang, Xiaohua Xiao, Haijun Lei, Baiying Lei
2026	J	`jnl`	Multimodal joint subspace model for Parkinson's disease diagnosis. Expert Syst. Appl. Haojie Song, Haijun Lei, Yukang Lei, Zhongwei Huang, Jiaqiang Li, Tianfu Wang, Peng Yang, Baiying Lei
2025	J	`jnl`	ABVS breast tumour segmentation via integrating CNN with dilated sampling self-attention and feature interaction Transformer. Neural Networks Yiyao Liu, Jinyao Li, Yi Yang, Cheng Zhao, Yongtao Zhang, Peng Yang, Lei Dong, Xiaofei Deng, Ting Zhu, Tianfu Wang, Wei Jiang, Baiying Lei
2025	J	`jnl`	An object detection-based model for automated screening of stem-cells senescence during drug screening. Neural Networks Yu Ren, Youyi Song, Mingzhu Li, Liangge He, Chunlun Xiao, Peng Yang, Yongtao Zhang, Cheng Zhao, Tianfu Wang, Guangqian Zhou, Baiying Lei
2025	—	`conf`	Anatomy-Guided Multimodal Graph Networks for Alzheimer's Disease: Integrative Analysis of Cross-Modal Brain Connectivity Signatures. MICCAI (12) Wenzheng Hu, Zhenghua Guan, Peng Yang, Jiaqiang Li, Yi Liu, Shushen Gan, Tuo Cai, Ao Zhang, Tengda Zhang, Junlong Qu, Shaolong Wang, Gege Cai, Xiang Dong, Tianfu Wang, Baiying Lei
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
2025	—	`conf`	Utilizing State Space Model for Diffusion Processes in Breast Tumor Pathological Image Super-Resolution. ISBI Yiyao Liu, Peng Yang, Tianfu Wang, Baiying Lei
2024	J	`jnl`	3D Multimodal Fusion Network With Disease-Induced Joint Learning for Early Alzheimer's Disease Diagnosis. IEEE Trans. Medical Imaging Zifeng Qiu, Peng Yang, Chunlun Xiao, Shuqiang Wang, Xiaohua Xiao, Jing Qin, Chuan-Ming Liu, Tianfu Wang, Baiying Lei
2024	J	`jnl`	Alzheimer's disease diagnosis from multi-modal data via feature inductive learning and dual multilevel graph neural network. Medical Image Anal. Baiying Lei, Yafeng Li, Wanyi Fu, Peng Yang, Shaobin Chen, Tianfu Wang, Xiaohua Xiao, Tianye Niu, Yu Fu, Shuqiang Wang, Hongbin Han, Jing Qin
2024	J	`jnl`	Boundary uncertainty aware network for automated polyp segmentation. Neural Networks Guanghui Yue, Guibin Zhuo, Weiqing Yan, Tianwei Zhou, Chang Tang, Peng Yang, Tianfu Wang
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`	Federated Multi-source Domain Adaptation via Vision Transformer for Multi-site Alzheimer's Diagnosis. BI (2) Tuo Cai, Baiying Lei, Xueqin Yan, Cuimei Wei, Chunhua Liang, Xiaohua Xiao, Yunzhu Yang, Tianfu Wang, Peng Yang
2024	J	`jnl`	Hybrid federated learning with brain-region attention network for multi-center Alzheimer's disease detection. Pattern Recognit. Baiying Lei, Yu Liang, Jiayi Xie, You Wu, Enmin Liang, Yong Liu, Peng Yang, Tianfu Wang, Chuan-Ming Liu, Jichen Du, Xiaohua Xiao, Shuqiang Wang
2024	—	`conf`	Hypergraph-based Self-supervised Multi-channel Network for Drug-target Interaction Prediction. BIBM Xiaoting Zeng, Yu Liang, Peng Yang, Weilin Chen, Baiying Lei
2024	—	`conf`	Intelligent Diagnosis Platform for Alzheimer's Disease Based on Multi-modal Knowledge Graph. BI (2) Jiaqiang Li, Peng Yang, Jiuwen Cao, Zhenghua Guan, Junlong Qu, Lei Dong, Xueqin Yan, Cuimei Wei, Chunhua Liang, Xiaohua Xiao, Tianfu Wang, Baiying Lei
2024	J	`jnl`	MHW-GAN: Multidiscriminator Hierarchical Wavelet Generative Adversarial Network for Multimodal Image Fusion. IEEE Trans. Neural Networks Learn. Syst. Cheng Zhao, Peng Yang, Feng Zhou, Guanghui Yue, Shuigen Wang, Huisi Wu, Guoliang Chen, Tianfu Wang, Baiying Lei
2024	—	`conf`	Misclassification Detection via Counterexample Learning for Trustworthy Cervical Cancer Screening. PRCV (11) Li Li, Youyi Song, Xiang Dong, Peng Yang, 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`	Multimodality Frequency Feature Customized Learning for Pediatric Ventricular Septal Defects Identification. LDTM/MMMI/ML4MHD/ML-CDS@MICCAI Feifei Jin, Cheng Zhao, Peng Yang, Zhuo Xiang, Xunyi Chen, Yu Zhang, Shumin Fan, Luyao Zhou, Weiling Chen, Tianfu Wang, Baiying Lei
2024	—	`conf`	OCD Diagnosis with Multiple Spatial Similarity-Aware Learning and Diffusion Structure-Aware Graph Convolutional Network. BIBM Yu Liang, Chen Zhao, Tianfu Wang, Ziwen Peng, Peng Yang, 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`	Acute Ischemic Stroke Onset Time Classification with Dynamic Convolution and Perfusion Maps Fusion. MICCAI (5) Peng Yang, Yuchen Zhang, Haijun Lei, Yueyan Bian, Qi Yang, Baiying Lei
2023	—	`conf`	Detection of Onset Time for Acute Ischemic Stroke Based on Multi-scale Features and Cross-Attention. BrainLes/SWITCH@MICCAI Bao Yang, Peng Yang, Zifeng Qiu, Yueyan Bian, Jiaqiang Li, Xiang Dong, Junlong Qu, Qi Yang, Baiying Lei
2023	J	`jnl`	FIT-Net: Feature Interaction Transformer Network for Pathologic Myopia Diagnosis. IEEE Trans. Medical Imaging Shaobin Chen, Zhenquan Wu, Mingzhu Li, Yun Zhu, Hai Xie, Peng Yang, Cheng Zhao, Yongtao Zhang, Shaochong Zhang, Xinyu Zhao, Lin Lu, Guoming Zhang, 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	—	`conf`	Fused Brain Functional Connectivity Network and Edge-attention Graph Convolution Network for Fibromyalgia Syndrome Diagnosis. EMBC Yu Liang, Meijuan Long, Peng Yang, Tianfu Wang, Juan Jiao, Baiying Lei
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`	OCD diagnosis via smooth sparse network and fused sparse auto-encoder learning. Expert Syst. Appl. Peng Yang, Wei Zheng, Qiong Yang, Xiaohua Xiao, Tianfu Wang, Baiying Lei, Ziwen Peng
2022	J	`jnl`	Diagnosis of obsessive-compulsive disorder via spatial similarity-aware learning and fused deep polynomial network. Medical Image Anal. Peng Yang, Cheng Zhao, Qiong Yang, Wei Zheng, Xiaohua Xiao, Li Shen, Tianfu Wang, Baiying Lei, Ziwen Peng
2022	—	`conf`	Hybrid Network Based on Cross-Modal Feature Fusion for Diagnosis of Alzheimer's Disease. EPIMI/ML-CDS@MICCAI Zifeng Qiu, Peng Yang, Tianfu Wang, Baiying Lei
2022	J	`jnl`	IFT-Net: Interactive Fusion Transformer Network for Quantitative Analysis of Pediatric Echocardiography. Medical Image Anal. Cheng Zhao, Weiling Chen, Jing Qin, Peng Yang, Zhuo Xiang, Alejandro F. Frangi, Minsi Chen, Shumin Fan, Wei Yu, Xunyi Chen, Bei Xia, Tianfu Wang, Baiying Lei
2022	J	`jnl`	Longitudinal study of early mild cognitive impairment via similarity-constrained group learning and self-attention based SBi-LSTM. Knowl. Based Syst. Baiying Lei, Yuwen Zhang, Dongdong Liu, Yanwu Xu, Guanghui Yue, Jiuwen Cao, Huoyou Hu, Shuangzhi Yu, Peng Yang, Tianfu Wang, Yali Qiu, Xiaohua Xiao, Shuqiang Wang
2022	J	`jnl`	Predicting clinical scores for Alzheimer's disease based on joint and deep learning. Expert Syst. Appl. Baiying Lei, Enmin Liang, Mengya Yang, Peng Yang, Feng Zhou, Ee-Leng Tan, Yi Lei, Chuan-Ming Liu, Tianfu Wang, Xiaohua Xiao, Shuqiang Wang
2021	J	`jnl`	Fused Sparse Network Learning for Longitudinal Analysis of Mild Cognitive Impairment. IEEE Trans. Cybern. Peng Yang, Feng Zhou, Dong Ni, Yanwu Xu, Siping Chen, Tianfu Wang, Baiying Lei
2021	—	`conf`	Multi-directional Attention Network for Segmentation of Pediatric Echocardiographic. PRCV (3) Zhuo Xiang, Cheng Zhao, Libao Guo, Yali Qiu, Yun Zhu, Peng Yang, Wei Xiong, Mingzhu Li, Minsi Chen, Tianfu Wang, Baiying Lei
2020	J	`jnl`	Deep and joint learning of longitudinal data for Alzheimer's disease prediction. Pattern Recognit. Baiying Lei, Mengya Yang, Peng Yang, Feng Zhou, Wen Hou, Wenbin Zou, Xia Li, Tianfu Wang, Xiaohua Xiao, Shuqiang Wang
2020	—	`conf`	Longitudinal Analysis of Mild Cognitive Impairment via Sparse Smooth Network and Attention-Based Stacked Bi-Directional Long-Short Term Memory. ISBI Dongdong Liu, Yanwu Xu, Ahmed Elazab, Peng Yang, Wei Wang, Tianfu Wang, Baiying Lei
2020	J	`jnl`	Self-calibrated brain network estimation and joint non-convex multi-task learning for identification of early Alzheimer's disease. Medical Image Anal. Baiying Lei, Nina Cheng, Alejandro F. Frangi, Ee-Leng Tan, Jiuwen Cao, Peng Yang, Ahmed Elazab, Jie Du, Yanwu Xu, Tianfu Wang
2020	J	`jnl`	Self-weighted adaptive structure learning for ASD diagnosis via multi-template multi-center representation. Medical Image Anal. Fanglin Huang, Ee-Leng Tan, Peng Yang, Shan Huang, Le Ou-Yang, Jiuwen Cao, Tianfu Wang, Baiying Lei
2020	—	`conf`	Spatial Similarity-Aware Learning and Fused Deep Polynomial Network for Detection of Obsessive-Compulsive Disorder. MICCAI (7) Peng Yang, Qiong Yang, Wei Zheng, Li Shen, Tianfu Wang, Ziwen Peng, Baiying Lei
2019	J	`jnl`	Deep Learning Framework for Alzheimer's Disease Diagnosis via 3D-CNN and FSBi-LSTM. IEEE Access Chiyu Feng, Ahmed El-Azab, Peng Yang, Tianfu Wang, Feng Zhou, Huoyou Hu, Xiaohua Xiao, Baiying Lei
2019	—	`conf`	Deep Learning via Fused Bidirectional Attention Stacked Long Short-Term Memory for Obsessive-Compulsive Disorder Diagnosis and Risk Screening. PRIME@MICCAI Chiyu Feng, Lili Jin, Chuangyong Xu, Peng Yang, Tianfu Wang, Baiying Lei, Ziwen Peng
2019	—	`conf`	Joint and Long Short-Term Memory Regression of Clinical Scores for Alzheimer's Disease Using Longitudinal Data. EMBC Mengya Yang, Ahmed El-Azab, Peng Yang, Zaimin Xia, Tianfu Wang, Baiying Lei
2019	—	`conf`	Low Rank Self-calibrated Brain Network Estimation and Autoweighted Centralized Multi-Task Learning for Early Mild Cognitive Impairment Diagnosis. EMBC Nina Cheng, Ahmed El-Azab, Peng Yang, Dongdong Liu, Shuangzhi Yu, Tianfu Wang, Baiying Lei
2019	—	`conf`	Multi-template Based Auto-Weighted Adaptive Structural Learning for ASD Diagnosis. MLMI@MICCAI Fanglin Huang, Peng Yang, Shan Huang, Le Ou-Yang, Tianfu Wang, Baiying Lei
2019	J	`jnl`	Neuroimaging Retrieval via Adaptive Ensemble Manifold Learning for Brain Disease Diagnosis. IEEE J. Biomed. Health Informatics Baiying Lei, Peng Yang, Yinan Zhuo, Feng Zhou, Dong Ni, Siping Chen, Xiaohua Xiao, Tianfu Wang
2019	—	`conf`	OCD Diagnosis via Smoothing Sparse Network and Stacked Sparse Auto-Encoder Learning. GLMI@MICCAI Peng Yang, Lili Jin, Chuangyong Xu, Tianfu Wang, Baiying Lei, Ziwen Peng
2018	—	`conf`	3D Convolutional Neural Network and Stacked Bidirectional Recurrent Neural Network for Alzheimer's Disease Diagnosis. PRIME@MICCAI Chiyu Feng, Ahmed El-Azab, Peng Yang, Tianfu Wang, Baiying Lei, Xiaohua Xiao
2018	—	`conf`	Join and Deep Ensemble Regression of Clinical Scores for Alzheimer's Disease Using Longitudinal and Incomplete Data EMBC Mengya Yang, Peng Yang, Ahmed El-Azab, Wen Hou, Xia Li, Tianfu Wang, Wenbin Zou, Baiying Lei
2017	J	`jnl`	Relational-Regularized Discriminative Sparse Learning for Alzheimer's Disease Diagnosis. IEEE Trans. Cybern. Bai Ying Lei, Peng Yang, Tianfu Wang, Siping Chen, Dong Ni