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ORCIDPeng Yang 0011
Person information
- affiliation: Shenzhen University, Guangdong Key Laboratory for Biomedical Measurements and Ultrasound Imaging, China
Other persons with the same name
- Peng Yang — disambiguation page
- Peng Yang 0001 — Rutgers University, Computer Science Department, Piscataway, NJ, USA (and 1 more)
- Peng Yang 0002 — University of Tokyo, Japan
- Peng Yang 0003
![[0000-0003-3675-3365]](https://dblp.uni-trier.de/img/orcid-mark.12x12.png "0000-0003-3675-3365")
— Hong Kong University of Science and Technology, Department of Electronic and Computer Engineering, Hong Kong - Peng Yang 0004 — Huazhong University of Science and Technology, School of Electronic Information and Communications, Wuhan, China (and 2 more)
- Peng Yang 0005 — Ministry of Agriculture, Key Laboratory of Agri-informatics, Beijing, China (and 1 more)
- Peng Yang 0006 — Washington University in St. Louis, Preston M. Green Department of Electrical and Systems Engineering, MO, USA
- Peng Yang 0007 — Nanjing Audit University, School of Technology, China (and 2 more)
- Peng Yang 0008 — Southern University of Science and Technology, Department of Computer Science and Engineering, Shenzhen, China (and 1 more)
- Peng Yang 0009 — Beihang University, School of Electronic and Information Engineering / Key Laboratory of Advanced Technology of Near Space Information System, Beijing, China
- Peng Yang 0010 — King Abdullah University of Science and Technology, Saudi Arabia
- Peng Yang 0012 — Chongqing University of Arts and Sciences, China
- Peng Yang 0013 — Baidu Research, Cognitive Computing Lab, WA, USA
- Peng Yang 0014 — Southeast University, School of Computer Science and Engineering, Nanjing, China (and 1 more)
- Peng Yang 0015 — Hebei University of Technology, State Key Laboratory of Reliability and Intelligence of Electrical Equipment, School of Artificial Intelligence, Tianjin, China
- Peng Yang 0016 — Harbin Institute of Technology, School of Computer Science and Technology, Shenzhen, China
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Journal Articles
- 2024
[j19]Baiying Lei, Yafeng Li, Wanyi Fu, Peng Yang, Shaobin Chen, Tianfu Wang, Xiaohua Xiao, Tianye Niu, Yu Fu, Shuqiang Wang, Hongbin Han, Jing Qin:
Alzheimer's disease diagnosis from multi-modal data via feature inductive learning and dual multilevel graph neural network. Medical Image Anal. 97: 103213 (2024)- [j18]Guanghui Yue, Guibin Zhuo, Weiqing Yan, Tianwei Zhou, Chang Tang, Peng Yang, Tianfu Wang:
Boundary uncertainty aware network for automated polyp segmentation. Neural Networks 170: 390-404 (2024) - [j17]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:
Hybrid federated learning with brain-region attention network for multi-center Alzheimer's disease detection. Pattern Recognit. 153: 110423 (2024) - [j16]Zifeng Qiu, Peng Yang, Chunlun Xiao, Shuqiang Wang, Xiaohua Xiao, Jing Qin, Chuan-Ming Liu, Tianfu Wang, Baiying Lei:
3D Multimodal Fusion Network With Disease-Induced Joint Learning for Early Alzheimer's Disease Diagnosis. IEEE Trans. Medical Imaging 43(9): 3161-3175 (2024) - 2023
- [j15]Peng Yang, Zheng Wei, Qiong Yang, Xiaohua Xiao, Tianfu Wang, Baiying Lei, Ziwen Peng:
OCD diagnosis via smooth sparse network and fused sparse auto-encoder learning. Expert Syst. Appl. 216: 119389 (2023) - [j14]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:
Multi-scale enhanced graph convolutional network for mild cognitive impairment detection. Pattern Recognit. 134: 109106 (2023) - [j13]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:
FIT-Net: Feature Interaction Transformer Network for Pathologic Myopia Diagnosis. IEEE Trans. Medical Imaging 42(9): 2524-2538 (2023) - [j12]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:
Federated Domain Adaptation via Transformer for Multi-Site Alzheimer's Disease Diagnosis. IEEE Trans. Medical Imaging 42(12): 3651-3664 (2023) - 2022
- [j11]Baiying Lei, Enmin Liang, Mengya Yang, Peng Yang, Feng Zhou, Ee-Leng Tan, Yi Lei, Chuan-Ming Liu, Tianfu Wang, Xiaohua Xiao, Shuqiang Wang:
Predicting clinical scores for Alzheimer's disease based on joint and deep learning. Expert Syst. Appl. 187: 115966 (2022) - [j10]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:
Longitudinal study of early mild cognitive impairment via similarity-constrained group learning and self-attention based SBi-LSTM. Knowl. Based Syst. 254: 109466 (2022) - [j9]Peng Yang, Cheng Zhao, Qiong Yang, Zheng Wei, Xiaohua Xiao, Li Shen, Tianfu Wang, Baiying Lei, Ziwen Peng:
Diagnosis of obsessive-compulsive disorder via spatial similarity-aware learning and fused deep polynomial network. Medical Image Anal. 75: 102244 (2022) - [j8]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:
IFT-Net: Interactive Fusion Transformer Network for Quantitative Analysis of Pediatric Echocardiography. Medical Image Anal. 82: 102648 (2022) - 2021
- [j7]Peng Yang, Feng Zhou, Dong Ni, Yanwu Xu, Siping Chen, Tianfu Wang, Baiying Lei:
Fused Sparse Network Learning for Longitudinal Analysis of Mild Cognitive Impairment. IEEE Trans. Cybern. 51(1): 233-246 (2021) - 2020
- [j6]Baiying Lei, Nina Cheng, Alejandro F. Frangi, Ee-Leng Tan, Jiuwen Cao, Peng Yang, Ahmed Elazab, Jie Du, Yanwu Xu, Tianfu Wang:
Self-calibrated brain network estimation and joint non-convex multi-task learning for identification of early Alzheimer's disease. Medical Image Anal. 61: 101652 (2020) - [j5]Fanglin Huang, Ee-Leng Tan, Peng Yang, Shan Huang, Le Ou-Yang, Jiuwen Cao, Tianfu Wang, Baiying Lei:
Self-weighted adaptive structure learning for ASD diagnosis via multi-template multi-center representation. Medical Image Anal. 63: 101662 (2020) - [j4]Baiying Lei, Mengya Yang, Peng Yang, Feng Zhou, Wen Hou, Wenbin Zou, Xia Li, Tianfu Wang, Xiaohua Xiao, Shuqiang Wang:
Deep and joint learning of longitudinal data for Alzheimer's disease prediction. Pattern Recognit. 102: 107247 (2020) - 2019
- [j3]Chiyu Feng, Ahmed El-Azab, Peng Yang, Tianfu Wang, Feng Zhou, Huoyou Hu, Xiaohua Xiao, Baiying Lei:
Deep Learning Framework for Alzheimer's Disease Diagnosis via 3D-CNN and FSBi-LSTM. IEEE Access 7: 63605-63618 (2019) - [j2]Baiying Lei, Peng Yang, Yinan Zhuo, Feng Zhou, Dong Ni, Siping Chen, Xiaohua Xiao, Tianfu Wang:
Neuroimaging Retrieval via Adaptive Ensemble Manifold Learning for Brain Disease Diagnosis. IEEE J. Biomed. Health Informatics 23(4): 1661-1673 (2019) - 2017
- [j1]Bai Ying Lei, Peng Yang, Tianfu Wang, Siping Chen, Dong Ni:
Relational-Regularized Discriminative Sparse Learning for Alzheimer's Disease Diagnosis. IEEE Trans. Cybern. 47(4): 1102-1113 (2017)
Conference and Workshop Papers
- 2024
- [c14]Zhenghua Guan, Xuegang Song, Peng Yang, Jiaqiang Li, Bao Yang, Xiaohua Xiao, Chuanming Liu, Tianfu Wang, Baiying Lei:
Multi-scale 3D Convolutional LSTM for Longitudinal Alzheimer's Disease Identification. ISBI 2024: 1-5 - 2023
- [c13]Yu Liang, Meijuan Long, Peng Yang, Tianfu Wang, Juan Jiao, Baiying Lei:
Fused Brain Functional Connectivity Network and Edge-attention Graph Convolution Network for Fibromyalgia Syndrome Diagnosis. EMBC 2023: 1-5 - [c12]Peng Yang, Yuchen Zhang, Haijun Lei, Yueyan Bian, Qi Yang, Baiying Lei:
Acute Ischemic Stroke Onset Time Classification with Dynamic Convolution and Perfusion Maps Fusion. MICCAI (5) 2023: 558-568 - 2022
- [c11]Zifeng Qiu, Peng Yang, Tianfu Wang, Baiying Lei:
Hybrid Network Based on Cross-Modal Feature Fusion for Diagnosis of Alzheimer's Disease. EPIMI/ML-CDS@MICCAI 2022: 87-99 - 2021
- [c10]Zhuo Xiang, Cheng Zhao, Libao Guo, Yali Qiu, Yun Zhu, Peng Yang, Wei Xiong, Mingzhu Li, Minsi Chen, Tianfu Wang, Baiying Lei:
Multi-directional Attention Network for Segmentation of Pediatric Echocardiographic. PRCV (3) 2021: 502-512 - 2020
- [c9]Dongdong Liu, Yanwu Xu, Ahmed Elazab, Peng Yang, Wei Wang, Tianfu Wang, Baiying Lei:
Longitudinal Analysis of Mild Cognitive Impairment via Sparse Smooth Network and Attention-Based Stacked Bi-Directional Long-Short Term Memory. ISBI 2020: 1-4 - [c8]Peng Yang, Qiong Yang, Wei Zheng, Li Shen, Tianfu Wang, Ziwen Peng, Baiying Lei:
Spatial Similarity-Aware Learning and Fused Deep Polynomial Network for Detection of Obsessive-Compulsive Disorder. MICCAI (7) 2020: 603-612 - 2019
- [c7]Nina Cheng, Ahmed El-Azab, Peng Yang, Dongdong Liu, Shuangzhi Yu, Tianfu Wang, Baiying Lei:
Low Rank Self-calibrated Brain Network Estimation and Autoweighted Centralized Multi-Task Learning for Early Mild Cognitive Impairment Diagnosis. EMBC 2019: 185-188 - [c6]Mengya Yang, Ahmed El-Azab, Peng Yang, Zaimin Xia, Tianfu Wang, Baiying Lei:
Joint and Long Short-Term Memory Regression of Clinical Scores for Alzheimer's Disease Using Longitudinal Data. EMBC 2019: 281-284 - [c5]Chiyu Feng, Lili Jin, Chuangyong Xu, Peng Yang, Tianfu Wang, Baiying Lei, Ziwen Peng:
Deep Learning via Fused Bidirectional Attention Stacked Long Short-Term Memory for Obsessive-Compulsive Disorder Diagnosis and Risk Screening. PRIME@MICCAI 2019: 34-43 - [c4]Peng Yang, Lili Jin, Chuangyong Xu, Tianfu Wang, Baiying Lei, Ziwen Peng:
OCD Diagnosis via Smoothing Sparse Network and Stacked Sparse Auto-Encoder Learning. GLMI@MICCAI 2019: 155-163 - [c3]Fanglin Huang, Peng Yang, Shan Huang, Le Ou-Yang, Tianfu Wang, Baiying Lei:
Multi-template Based Auto-Weighted Adaptive Structural Learning for ASD Diagnosis. MLMI@MICCAI 2019: 516-524 - 2018
- [c2]Mengya Yang, Peng Yang, Ahmed El-Azab, Wen Hou, Xia Li, Tianfu Wang, Wenbin Zou, Baiying Lei:
Join and Deep Ensemble Regression of Clinical Scores for Alzheimer's Disease Using Longitudinal and Incomplete Data*. EMBC 2018: 1254-1257 - [c1]Chiyu Feng, Ahmed El-Azab, Peng Yang, Tianfu Wang, Baiying Lei, Xiaohua Xiao:
3D Convolutional Neural Network and Stacked Bidirectional Recurrent Neural Network for Alzheimer's Disease Diagnosis. PRIME@MICCAI 2018: 138-146
Coauthor Index
aka: Baiying Lei
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