Performance investigation of SP3 and diffusion approximation for three-dimensional whole-body optical imaging of small animals. - Defu Yang; Xueli Chen; Xu Cao; Jing Wang; Jimin Liang; Jie Tian 001 (Medical Biol. Eng. Comput., 2015)

Adaptively Alternative Light-Transport-Model-Based Three-Dimensional Optical Imaging for Longitudinal and Quantitative Monitoring of Gastric Cancer in Live Animal. - Xueli Chen; Defu Yang; Fangfang Sun; Xu Cao; Jimin Liang (IEEE Trans. Biomed. Eng., 2016)

Filtered maximum likelihood expectation maximization based global reconstruction for bioluminescence tomography. - Defu Yang; Lin Wang; Dongmei Chen; Chenggang Yan 001; Xiaowei He; Jimin Liang; Xueli Chen (Medical Biol. Eng. Comput., 2018)

Joint Identification of Network Hub Nodes by Multivariate Graph Inference. - Defu Yang; Chenggang Yan 001; Feiping Nie 001; Xiaofeng Zhu 001; Md Asadullah Turja; Leo Charles Peek Zsembik; Martin Styner; Guorong Wu 001 (MICCAI (3), 2019)

A Network-Guided Reaction-Diffusion Model of AT[N] Biomarkers in Alzheimer's Disease. - Jingwen Zhang; Defu Yang; Wei He; Guorong Wu 001; Minghan Chen (BIBE, 2020)

A Novel Spatio-Temporal Hub Identification Method for Dynamic Functional Networks. - Anqi Chen; Defu Yang; Chenggang Yan 001; Zi-Wen Peng; Minjeong Kim; Paul J. Laurienti; Guorong Wu 001 (ISBI, 2020)

Characterizing the Propagation Pattern of Neurodegeneration in Alzheimer's Disease by Longitudinal Network Analysis. - Yueting Wang; Defu Yang; Quefeng Li; Daniel Kaufer; Martin Styner; Guorong Wu 001 (ISBI, 2020)

Attention-Guided Deep Graph Neural Network for Longitudinal Alzheimer's Disease Analysis. - Junbo Ma; Xiaofeng Zhu 001; Defu Yang; Jiazhou Chen; Guorong Wu 001 (MICCAI (7), 2020)

Accelerated Stimulated Raman Projection Tomography by Sparse Reconstruction From Sparse-View Data. - Xueli Chen; Shouping Zhu; Huiyuan Wang; Cuiping Bao; Defu Yang; Chi Zhang; Peng Li 032; Jiaxin Cheng; Yonghua Zhan; Jimin Liang; Jie Tian 001 (IEEE Trans. Biomed. Eng., 2020)

State Evaluation and Attack Signal Reconstruction of Power Cyber-Physics System Based on Intermediate Variable Observer. - Lin Lin; Zhipeng Cong; Qigui Nie; Xin Liu; Weiting Wang; Jian Li; Defu Yang (ICGEC, 2021)

Discovering Spreading Pathways of Neuropathological Events in Alzheimer's Disease Using Harmonic Wavelets. - Jiazhou Chen; Defu Yang; Hongmin Cai; Martin Styner; Guorong Wu 001 (IPMI, 2021)

Discovering Unprecedented Heuristics For Hub Identification By Joint Graph Embedding And Reinforcement Learning. - Minjeong Kim; Defu Yang; Guorong Wu 001 (ISBI, 2021)

Analyzing The Spatiotemporal Interaction And Propagation Of Atn Biomarkers In Alzheimer's Disease Using Longitudinal Neuroimaging Data. - Qing Liu 043; Defu Yang; Jingwen Zhang; Ziming Wei; Guorong Wu 001; Minghan Chen (ISBI, 2021)

Learning the Latent Heat Diffusion Process through Structural Brain Network from Longitudinal β-Amyloid Data. - Md Asadullah Turja; Guorong Wu 001; Defu Yang; Martin Andreas Styner (MIDL, 2021)

Joint hub identification for brain networks by multivariate graph inference. - Defu Yang; Xiaofeng Zhu 001; Chenggang Yan 001; Zi-Wen Peng; Maria Bagonis; Paul J. Laurienti; Martin Styner; Guorong Wu 001 (Medical Image Anal., 2021)

Learning dynamic graph embeddings for accurate detection of cognitive state changes in functional brain networks. - Yi Lin; Defu Yang; Jia Hou; Chengang Yan; Minjeong Kim; Paul J. Laurienti; Guorong Wu 001 (NeuroImage, 2021)

Constructing Connectome Atlas by Graph Laplacian Learning. - Minjeong Kim; Chenggang Yan 001; Defu Yang; Peipeng Liang; Daniel I. Kaufer; Guorong Wu 001 (Neuroinformatics, 2021)

Learning Common Harmonic Waves on Stiefel Manifold - A New Mathematical Approach for Brain Network Analyses. - Jiazhou Chen; Guoqiang Han; Hongmin Cai; Defu Yang; Paul J. Laurienti; Martin Styner; Guorong Wu 001 (IEEE Trans. Medical Imaging, 2021)

A Neuropathological Hub Identification for Alzheimer's Disease Via joint Analysis of Topological Structure and Neuropathological Burden. - Defu Yang; Wenchao Li; Jingwen Zhang; Hui Shen; Minghan Chen; Wentao Zhu 002; Guorong Wu 001 (ISBI, 2022)

Dual-Stream Subspace Clustering Network for revealing gene targets in Alzheimer's disease. - Minghan Chen; Shishen Jia; Mengfan Xue; Hailiang Huang; Ziang Xu 002; Defu Yang; Wentao Zhu 002; Qianqian Song (Comput. Biol. Medicine, 2022)

Pathology Steered Stratification Network for Subtype Identification in Alzheimer's Disease. - Enze Xu; Jingwen Zhang; Jiadi Li; Defu Yang; Guorong Wu 001; Minghan Chen (CoRR, 2022)

Characterizing the propagation pathway of neuropathological events of Alzheimer's disease using harmonic wavelet analysis. - Jiazhou Chen; Hongmin Cai; Defu Yang; Martin Styner; Guorong Wu 001; Alzheimer's Disease Neuroimaging Initiative (Medical Image Anal., 2022)

Group-Wise Hub Identification by Learning Common Graph Embeddings on Grassmannian Manifold. - Defu Yang; Jiazhou Chen; Chenggang Yan 001; Minjeong Kim; Paul J. Laurienti; Martin Styner; Guorong Wu 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

A Graph Convolutional Multiple Instance Learning on a Hypersphere Manifold Approach for Diagnosing Chronic Obstructive Pulmonary Disease in CT Images. - Ling Chen; Qixing Feng; Xi Yin 009; Xiangde Min; Lei Shi; Defu Yang; Yen-Wei Chen 001; Daoqiang Zhang; Wentao Zhu 002 (IEEE J. Biomed. Health Informatics, 2022)

HoloBrain: A Harmonic Holography for Self-organized Brain Function. - Huan Liu 017; Tingting Dan; Zhuobin Huang; Defu Yang; Won Hwa Kim; Minjeong Kim; Paul J. Laurienti; Guorong Wu 001 (IPMI, 2023)

Discovering Brain Network Dysfunction in Alzheimer's Disease Using Brain Hypergraph Neural Network. - Hongmin Cai; Zhixuan Zhou; Defu Yang; Guorong Wu 001; Jiazhou Chen (MICCAI (5), 2023)

Spatiotemporal Hub Identification in Brain Network by Learning Dynamic Graph Embedding on Grassmannian Manifold. - Defu Yang; Hui Shen; Minghan Chen; Yitian Xue; Shuai Wang 003; Guorong Wu 001; Wentao Zhu 002 (MICCAI (2), 2023)

Learning pyramidal multi-scale harmonic wavelets for identifying the neuropathology propagation patterns of Alzheimer's disease. - Huan Liu 017; Hongmin Cai; Defu Yang; Wentao Zhu 002; Guorong Wu 001; Jiazhou Chen (Medical Image Anal., 2023)

scENT for Revealing Gene Clusters From Single-Cell RNA-Seq Data. - Fan Rao; Minghan Chen; Defu Yang; Bess Morrell; Qianqian Song; Wentao Zhu 002 (IEEE ACM Trans. Comput. Biol. Bioinform., 2023)

Dynamic Cross-Task Representation Adaptation for Clinical Targets Co-Segmentation in CT Image-Guided Post-Prostatectomy Radiotherapy. - Fan Wang 023; Xuanang Xu; Defu Yang; Ronald C. Chen; Trevor J. Royce; Andrew Z. Wang; Jun Lian; Chunfeng Lian (IEEE Trans. Medical Imaging, 2023)

Estimating Outlier-Immunized Common Harmonic Waves for Brain Network Analyses on the Stiefel Manifold. - Hongmin Cai; Huan Liu 017; Defu Yang; Guorong Wu 001; Bin Hu 001; Jiazhou Chen (IEEE J. Biomed. Health Informatics, 2023)

Learning Functional Dynamics from a Multilayer Brain Network. - Defu Yang; Jiaqi Zhao; Minghan Chen; Yitian Xue; Jingwen Zhou; Shuai Wang 003; Guorong Wu 001; Wentao Zhu 002 (ISBI, 2024)

A review of intelligent ship marine object detection based on RGB camera. - Defu Yang; Mahmud Iwan Solihin; Yawen Zhao 004; Benchun Yao; Chaoran Chen; Bingyu Cai; Affiani Machmudah (IET Image Process., 2024)

Object detection in smart indoor shopping using an enhanced YOLOv8n algorithm. - Yawen Zhao 004; Defu Yang; Sheng Cao; Bingyu Cai; Maryamah Maryamah; Mahmud Iwan Solihin (IET Image Process., 2024)

Deep Joint Semantic Adaptation Network for Multi-source Unsupervised Domain Adaptation. - Zhiming Cheng; Shuai Wang 003; Defu Yang; Jie Qi; Mang Xiao; Chenggang Yan 001 (Pattern Recognit., 2024)

SCRN: Single-Cell Gene Regulatory Network Identification in Alzheimer's Disease. - Wentao Zhu 002; Zhiqiang Du; Ziang Xu 002; Defu Yang; Minghan Chen; Qianqian Song (IEEE ACM Trans. Comput. Biol. Bioinform., 2024)

A Novel Joint Multi-Graph Learning Framework for Dynamic Functional Connectivity Network Estimation Across Multiple Time Scale. - Sumin Liu; Minghan Chen; Xin Cao; Zhe Sheng; Junmei Sun; Ju Zhan; Shuai Wang 003; Guorong Wu 001; Defu Yang (ISBI, 2025)

Dual-Region Consistency Learning With Contrastive Refinement for Semi-Supervised Medical Image Segmentation. - Junmei Sun; Meixi Wang; Jianxiang Zhao; Defu Yang; Huang Bai; Xiumei Li (Int. J. Imaging Syst. Technol., 2025)

Identifying multilayer network hub by graph representation learning. - Defu Yang; Minjeong Kim; Yu Zhang; Guorong Wu 001 (Medical Image Anal., 2025)

Domain generalization for image classification with dynamic decision boundary. - Zhiming Cheng; Mingxia Liu 001; Defu Yang; Zhidong Zhao; Chenggang Yan 001; Shuai Wang 003 (Pattern Recognit., 2025)

Interpretable deep learning illuminates multiple structures fluorescence imaging: a path toward trustworthy artificial intelligence in microscopy. - Mingyang Chen; Luhong Jin; Xuwei Xuan; Defu Yang; Yun Cheng; Ju Zhang (CoRR, 2025)

Harmonic Wavelet Neural Network for Discovering Neuropathological Propagation Patterns in Alzheimer's Disease. - Hongmin Cai; Ranran Deng; Defu Yang; Fa Zhang 001; Guorong Wu 001; Jiazhou Chen (IEEE J. Biomed. Health Informatics, 2025)

Chemical environment adaptive learning for optical band gap prediction of doped graphitic carbon nitride nanosheets. - Chen Chen; Enze Xu; Defu Yang; Chenggang Yan; Tao Wei; Hanning Chen; Yong Wei; Minghan Chen (Neural Comput. Appl., 2025)

A Novel Spatio-Temporal Hub Identification in Brain Networks by Learning Dynamic Graph Embedding on Grassmannian Manifolds. - Defu Yang; Hui Shen; Minghan Chen; Shuai Wang 003; Jiazhou Chen; Hongmin Cai; Xueli Chen; Guorong Wu 001; Wentao Zhu 002 (IEEE Trans. Medical Imaging, 2025)