Defu Yang

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 32

Top Topics

Multiple Instance

Diffusion Model

Graph Embedding

Top Venues

Medical Image Anal.

IEEE J. Biomed. Health Informatics

Publications

Zhiming Cheng, Shuai Wang, Defu Yang, Jie Qi, Mang Xiao, Chenggang Yan
Deep Joint Semantic Adaptation Network for Multi-source Unsupervised Domain Adaptation. Pattern Recognit. 151 (2024)
Defu Yang, Mahmud Iwan Solihin, Yawen Zhao, Benchun Yao, Chaoran Chen, Bingyu Cai, Affiani Machmudah
A review of intelligent ship marine object detection based on RGB camera. IET Image Process. 18 (2) (2024)
Huan Liu, Tingting Dan, Zhuobin Huang, Defu Yang, Won Hwa Kim, Minjeong Kim, Paul J. Laurienti, Guorong Wu
HoloBrain: A Harmonic Holography for Self-organized Brain Function. IPMI (2023)
Fan Wang, Xuanang Xu, Defu Yang, Ronald C. Chen, Trevor J. Royce, Andrew Z. Wang, Jun Lian, Chunfeng Lian
Dynamic Cross-Task Representation Adaptation for Clinical Targets Co-Segmentation in CT Image-Guided Post-Prostatectomy Radiotherapy. IEEE Trans. Medical Imaging 42 (4) (2023)
Hongmin Cai, Zhixuan Zhou, Defu Yang, Guorong Wu, Jiazhou Chen
Discovering Brain Network Dysfunction in Alzheimer's Disease Using Brain Hypergraph Neural Network. MICCAI (5) (2023)
Hongmin Cai, Huan Liu, Defu Yang, Guorong Wu, Bin Hu, Jiazhou Chen
Estimating Outlier-Immunized Common Harmonic Waves for Brain Network Analyses on the Stiefel Manifold. IEEE J. Biomed. Health Informatics 27 (5) (2023)
Fan Rao, Minghan Chen, Defu Yang, Bess Morrell, Qianqian Song, Wentao Zhu
scENT for Revealing Gene Clusters From Single-Cell RNA-Seq Data. IEEE ACM Trans. Comput. Biol. Bioinform. 20 (3) (2023)
Defu Yang, Hui Shen, Minghan Chen, Yitian Xue, Shuai Wang, Guorong Wu, Wentao Zhu
Spatiotemporal Hub Identification in Brain Network by Learning Dynamic Graph Embedding on Grassmannian Manifold. MICCAI (2) (2023)
Huan Liu, Hongmin Cai, Defu Yang, Wentao Zhu, Guorong Wu, Jiazhou Chen
Learning pyramidal multi-scale harmonic wavelets for identifying the neuropathology propagation patterns of Alzheimer's disease. Medical Image Anal. 87 (2023)
Jiazhou Chen, Hongmin Cai, Defu Yang, Martin Styner, Guorong Wu, Alzheimer's Disease Neuroimaging Initiative
Characterizing the propagation pathway of neuropathological events of Alzheimer's disease using harmonic wavelet analysis. Medical Image Anal. 79 (2022)
Defu Yang, Jiazhou Chen, Chenggang Yan, Minjeong Kim, Paul J. Laurienti, Martin Styner, Guorong Wu
Group-Wise Hub Identification by Learning Common Graph Embeddings on Grassmannian Manifold. IEEE Trans. Pattern Anal. Mach. Intell. 44 (11) (2022)
Enze Xu, Jingwen Zhang, Jiadi Li, Defu Yang, Guorong Wu, Minghan Chen
Pathology Steered Stratification Network for Subtype Identification in Alzheimer's Disease. CoRR (2022)
Ling Chen, Qixing Feng, Xi Yin, Xiangde Min, Lei Shi, Defu Yang, Yen-Wei Chen, Daoqiang Zhang, Wentao Zhu
A Graph Convolutional Multiple Instance Learning on a Hypersphere Manifold Approach for Diagnosing Chronic Obstructive Pulmonary Disease in CT Images. IEEE J. Biomed. Health Informatics 26 (12) (2022)
Defu Yang, Wenchao Li, Jingwen Zhang, Hui Shen, Minghan Chen, Wentao Zhu, Guorong Wu
A Neuropathological Hub Identification for Alzheimer's Disease Via joint Analysis of Topological Structure and Neuropathological Burden. ISBI (2022)
Minghan Chen, Shishen Jia, Mengfan Xue, Hailiang Huang, Ziang Xu, Defu Yang, Wentao Zhu, Qianqian Song
Dual-Stream Subspace Clustering Network for revealing gene targets in Alzheimer's disease. Comput. Biol. Medicine 151 (Part) (2022)
Qing Liu, Defu Yang, Jingwen Zhang, Ziming Wei, Guorong Wu, Minghan Chen
Analyzing The Spatiotemporal Interaction And Propagation Of Atn Biomarkers In Alzheimer's Disease Using Longitudinal Neuroimaging Data. ISBI (2021)
Minjeong Kim, Defu Yang, Guorong Wu
Discovering Unprecedented Heuristics For Hub Identification By Joint Graph Embedding And Reinforcement Learning. ISBI (2021)
Jiazhou Chen, Defu Yang, Hongmin Cai, Martin Styner, Guorong Wu
Discovering Spreading Pathways of Neuropathological Events in Alzheimer's Disease Using Harmonic Wavelets. IPMI (2021)
Md Asadullah Turja, Guorong Wu, Defu Yang, Martin Andreas Styner
Learning the Latent Heat Diffusion Process through Structural Brain Network from Longitudinal β-Amyloid Data. MIDL (2021)
Defu Yang, Xiaofeng Zhu, Chenggang Yan, Zi-Wen Peng, Maria Bagonis, Paul J. Laurienti, Martin Styner, Guorong Wu
Joint hub identification for brain networks by multivariate graph inference. Medical Image Anal. 73 (2021)
Yi Lin, Defu Yang, Jia Hou, Chengang Yan, Minjeong Kim, Paul J. Laurienti, Guorong Wu
Learning dynamic graph embeddings for accurate detection of cognitive state changes in functional brain networks. NeuroImage 230 (2021)
Jiazhou Chen, Guoqiang Han, Hongmin Cai, Defu Yang, Paul J. Laurienti, Martin Styner, Guorong Wu
Learning Common Harmonic Waves on Stiefel Manifold - A New Mathematical Approach for Brain Network Analyses. IEEE Trans. Medical Imaging 40 (1) (2021)
Minjeong Kim, Chenggang Yan, Defu Yang, Peipeng Liang, Daniel I. Kaufer, Guorong Wu
Constructing Connectome Atlas by Graph Laplacian Learning. Neuroinformatics 19 (2) (2021)
Yueting Wang, Defu Yang, Quefeng Li, Daniel Kaufer, Martin Styner, Guorong Wu
Characterizing the Propagation Pattern of Neurodegeneration in Alzheimer's Disease by Longitudinal Network Analysis. ISBI (2020)
Anqi Chen, Defu Yang, Chenggang Yan, Zi-Wen Peng, Minjeong Kim, Paul J. Laurienti, Guorong Wu
A Novel Spatio-Temporal Hub Identification Method for Dynamic Functional Networks. ISBI (2020)
Jiazhou Chen, Guoqiang Han, Hongmin Cai, Defu Yang, Paul J. Laurienti, Martin Styner, Guorong Wu
Learning Common Harmonic Waves on Stiefel Manifold - A New Mathematical Approach for Brain Network Analyses. CoRR (2020)
Junbo Ma, Xiaofeng Zhu, Defu Yang, Jiazhou Chen, Guorong Wu
Attention-Guided Deep Graph Neural Network for Longitudinal Alzheimer's Disease Analysis. MICCAI (7) (2020)
Xueli Chen, Shouping Zhu, Huiyuan Wang, Cuiping Bao, Defu Yang, Chi Zhang, Peng Li, Jiaxin Cheng, Yonghua Zhan, Jimin Liang, Jie Tian
Accelerated Stimulated Raman Projection Tomography by Sparse Reconstruction From Sparse-View Data. IEEE Trans. Biomed. Eng. 67 (5) (2020)
Jingwen Zhang, Defu Yang, Wei He, Guorong Wu, Minghan Chen
A Network-Guided Reaction-Diffusion Model of AT[N] Biomarkers in Alzheimer's Disease. BIBE (2020)
Defu Yang, Chenggang Yan, Feiping Nie, Xiaofeng Zhu, Md Asadullah Turja, Leo Charles Peek Zsembik, Martin Styner, Guorong Wu
Joint Identification of Network Hub Nodes by Multivariate Graph Inference. MICCAI (3) (2019)
Defu Yang, Lin Wang, Dongmei Chen, Chenggang Yan, Xiaowei He, Jimin Liang, Xueli Chen
Filtered maximum likelihood expectation maximization based global reconstruction for bioluminescence tomography. Medical Biol. Eng. Comput. 56 (11) (2018)
Xueli Chen, Defu Yang, Fangfang Sun, Xu Cao, Jimin Liang
Adaptively Alternative Light-Transport-Model-Based Three-Dimensional Optical Imaging for Longitudinal and Quantitative Monitoring of Gastric Cancer in Live Animal. IEEE Trans. Biomed. Eng. 63 (10) (2016)
Defu Yang, Xueli Chen, Xu Cao, Jing Wang, Jimin Liang, Jie Tian
Performance investigation of SP3 and diffusion approximation for three-dimensional whole-body optical imaging of small animals. Medical Biol. Eng. Comput. 53 (9) (2015)