An up-to-date full paper list can be found in Google Scholar page.

Journal

2024

  • UniAda: Domain Unifying and Adapting Network for Generalizable Medical Image Segmentation.
    Z Zhang, Y Chen, H Yu, Z Wang, S Wang, F Fan, H Shan, Y Zhang
    IEEE Transactions on Medical Imaging. [paper] [code]

  • Self-supervised content-consistent contrast enhancement framework for ultrafast plane-wave imaging.
    A Wang, J Lu, Z Yang, W Liang, H Zhuang, Y Zhang
    IEEE Transactions on Instrumentation and Measurement. [paper] [code]

  • Solving Zero-Shot Sparse-View CT Reconstruction With Variational Score Solver.
    L He, W Du, P Liao, F Fan, H Chen, H Yang, Y Zhang
    IEEE Transactions on Medical Imaging. [paper] [code]

  • PrideDiff: Physics-Regularized Generalized Diffusion Model for CT Reconstruction.
    Z Lu, Q Gao, T Wang, Z Yang, Z Wang, H Yu, H Chen, J Zhou, H Shan, Y Zhang
    IEEE Transactions on Radiation and Plasma Medical Sciences. [paper] [code]

  • Physics-driven spectrum-consistent federated learning for palmprint verification.
    Z Yang, ABJ Teoh, B Zhang, L Leng, Y Zhang
    International Journal of Computer Vision. [paper] [code]

  • Provably convergent learned inexact descent algorithm for low-dose ct reconstruction.
    Q Zhang, M Alvandipour, W Xia, Y Zhang, X Ye, Y Chen
    Journal of Scientific Computing. [paper] [code]

  • Test-Time Adaptation via Orthogonal Meta-Learning for Medical Imaging.
    Z Wang, Z Lu, T Wang, Z Yang, H Yu, Z Wang, Y Chen, J Lu, Y Zhang
    IEEE Transactions on Radiation and Plasma Medical Sciences. [paper] [code]

  • A dual-level cancelable framework for palmprint verification and hack-proof data storage.
    Z Yang, M Kang, ABJ Teoh, C Gao, W Chen, B Zhang, Y Zhang
    IEEE Transactions on Information Forensics and Security. [paper] [code]

  • Gradient-Guided Network with Fourier Enhancement for Glioma Segmentation in Multimodal 3D MRI.
    Z Zhang, H Yu, Z Wang, Z Wang, J Lu, Y Liu, Y Zhang
    IEEE Journal of Biomedical and Health Informatics. [paper] [code]

  • Bi-Constraints Diffusion: A Conditional Diffusion Model with Degradation Guidance for Metal Artifact Reduction.
    M Luo, N Zhou, T Wang, L He, W Wang, H Chen, P Liao, Y Zhang
    IEEE Transactions on Medical Imaging. [paper] [code]

  • PRX-Change: Enhancing remote sensing change detection through progressive feature refinement and Cross-Attention interaction.
    H Tan, L He, W Du, H Liu, H Chen, Y Zhang, H Yang
    International Journal of Applied Earth Observation and Geoinformation. [paper] [code]

  • Weakly supervised low-dose computed tomography denoising based on generative adversarial networks.
    P Liao, X Zhang, Y Wu, H Chen, W Du, H Liu, H Yang, Y Zhang
    Quantitative Imaging in Medicine and Surgery. [paper] [code]

  • Generalizable MRI motion correction via compressed sensing equivariant imaging prior.
    Z Wang, M Ran, Z Yang, H Yu, J Jin, T Wang, J Lu, Y Zhang
    IEEE Transactions on Circuits and Systems for Video Technology. [paper] [code]

  • ReMAR: a preoperative CT angiography guided metal artifact reduction framework designed for follow-up CTA of endovascular coiling.
    Y Zhang, L Liu, H Yu, T Wang, Y Zhang, Y Liu
    Physics in Medicine & Biology. [paper] [code]

  • Multiple organ segmentation framework for brain metastasis radiotherapy.
    H Yu, Z Yang, Z Zhang, T Wang, M Ran, Z Wang, L Liu, Y Liu, Y Zhang
    Computers in Biology and Medicine. [paper] [code]

  • Evidence-based uncertainty-aware semi-supervised medical image segmentation.
    Y Chen, Z Yang, C Shen, Z Wang, Z Zhang, Y Qin, X Wei, J Lu, Y Liu, Y Zhang
    Computers in Biology and Medicine. [paper] [code]

  • Promoting fast MR imaging pipeline by full-stack AI.
    Z Wang, B Li, H Yu, Z Zhang, M Ran, W Xia, Z Yang, J Lu, H Chen, J Zhou, Y Zhang
    Iscience. [paper] [code]

  • Bidirectional condition diffusion probabilistic models for pet image denoising.
    C Shen, C Tie, Z Yang, N Zhang, Y Zhang
    IEEE Transactions on Radiation and Plasma Medical Sciences. [paper] [code]

  • Progressive dual-domain-transfer cycleGAN for unsupervised MRI reconstruction.
    B Li, Z Wang, Z Yang, W Xia, Y Zhang
    Neurocomputing. [paper] [code]

2023

  • FAM-Former: Global Transformer and Feature Aggregation Module for Knee MRI Age Estimation.
    L He, H Zhu, X Deng, F Fan, P Liao, W Du, H Chen, Z Deng, Y Zhang
    IEEE Transactions on Instrumentation and Measurement. [paper] [code]

  • Hypernetwork-based physics-driven personalized federated learning for CT imaging.
    Z Yang, W Xia, Z Lu, Y Chen, X Li, Y Zhang
    IEEE Transactions on Neural Networks and Learning Systems. [paper] [code]

  • SOUL-net: A sparse and low-rank unrolling network for spectral CT image reconstruction.
    X Chen, W Xia, Z Yang, H Chen, Y Liu, J Zhou, Z Wang, Y Chen, B Wen, Y Zhang
    IEEE Transactions on Neural Networks and Learning Systems. [paper] [code]

  • CoreDiff: Contextual error-modulated generalized diffusion model for low-dose CT denoising and generalization.
    Q Gao, Z Li, J Zhang, Y Zhang, H Shan
    IEEE Transactions on Medical Imaging. [paper] [code]

  • Dynamic corrected split federated learning with homomorphic encryption for u-shaped medical image networks.
    Z Yang, Y Chen, H Huangfu, M Ran, H Wang, X Li, Y Zhang
    IEEE Journal of Biomedical and Health Informatics. [paper] [code]

  • A review of deep learning CT reconstruction from incomplete projection data.
    T Wang, W Xia, J Lu, Y Zhang
    IEEE Transactions on Radiation and Plasma Medical Sciences. [paper] [code]

  • SemiMAR: Semi-supervised learning for CT metal artifact reduction.
    T Wang, H Yu, Z Wang, H Chen, Y Liu, J Lu, Y Zhang
    IEEE Journal of Biomedical and Health Informatics. [paper] [code]

  • Comprehensive competition mechanism in palmprint recognition.
    Z Yang, H Huangfu, L Leng, B Zhang, ABJ Teoh, Y Zhang
    IEEE Transactions on Information Forensics and Security. [paper] [code]

  • Speckle denoising of optical coherence tomography image using residual encoder–decoder CycleGAN.
    K Xie, M Luo, H Chen, M Yang, Y He, P Liao, Y Zhang
    Signal, Image and Video Processing. [paper] [code]

  • RegFormer: A local–nonlocal regularization-based model for sparse-view CT reconstruction.
    W Xia, Z Yang, Z Lu, Z Wang, Y Zhang
    IEEE Transactions on Radiation and Plasma Medical Sciences. [paper] [code]

  • CO3Net: Coordinate-Aware Contrastive Competitive Neural Network for Palmprint Recognition.
    Z Yang, W Xia, Y Qiao, Z Lu, B Zhang, L Leng, Y Zhang
    IEEE Transactions on Instrumentation and Measurement. [paper] [code]

  • Blind image quality assessment via deep response feature decomposition and aggregation.
    H Wang, G Wang, W Xia, Z Yang, H Yu, L Fang, Y Zhang
    IEEE Journal of Selected Topics in Signal Processing. [paper] [code]

  • Cross-database attack of different coding-based palmprint templates.
    Z Yang, L Leng, ABJ Teoh, B Zhang, Y Zhang
    Knowledge-Based Systems. [paper] [code]

  • Physics-/model-based and data-driven methods for low-dose computed tomography: A survey.
    W Xia, H Shan, G Wang, Y Zhang
    IEEE signal processing magazine. [paper] [code]

  • DeSeg: auto detector-based segmentation for brain metastases.
    H Yu, Z Zhang, W Xia, Y Liu, L Liu, W Luo, J Zhou, Y Zhang
    Physics in Medicine & Biology. [paper] [code]

  • TIME-Net: Transformer-integrated multi-encoder network for limited-angle artifact removal in dual-energy CBCT.
    Y Zhang, D Hu, Z Yan, Q Zhao, G Quan, S Luo, Y Zhang, Y Chen
    Medical Image Analysis. [paper] [code]

2022

  • DREAM-Net: Deep residual error iterative minimization network for sparse-view CT reconstruction.
    Y Zhang, D Hu, S Hao, J Liu, G Quan, Y Zhang, X Ji, Y Chen
    IEEE Journal of Biomedical and Health Informatics. [paper] [code]

  • Mlf-iosc: multi-level fusion network with independent operation search cell for low-dose ct denoising.
    J Shen, M Luo, H Liu, P Liao, H Chen, Y Zhang
    IEEE Transactions on Medical Imaging. [paper] [code]

  • LEARN++: recurrent dual-domain reconstruction network for compressed sensing CT.
    Y Zhang, H Chen, W Xia, Y Chen, B Liu, Y Liu, H Sun, J Zhou
    IEEE Transactions on Radiation and Plasma Medical Sciences. [paper] [code]

  • Low-dose CT Denoising Based on Subspace Projection and Edge Enhancement.
    Y Wei, Z Yang, W Xia, T Wang, Y Zhang
    CT Theory and Applications. [paper] [code]

  • M3NAS: Multi-Scale and Multi-Level Memory-Efficient Neural Architecture Search for Low-Dose CT Denoising.
    Z Lu, W Xia, Y Huang, M Hou, H Chen, J Zhou, H Shan, Y Zhang
    IEEE Transactions on Medical Imaging. [paper] [code]

  • ERA-WGAT: Edge-enhanced residual autoencoder with a window-based graph attention convolutional network for low-dose CT denoising.
    H Liu, P Liao, H Chen, Y Zhang
    Biomedical Optics Express. [paper] [code]

  • DGRUnit: Dual graph reasoning unit for brain tumor segmentation.
    Q Ma, S Zhou, C Li, F Liu, Y Liu, M Hou, Y Zhang
    Computers in biology and medicine. [paper] [code]

  • Unsupervised bayesian PET reconstruction.
    C Shen, W Xia, H Ye, M Hou, H Chen, Y Liu, J Zhou, Y Zhang
    IEEE Transactions on Radiation and Plasma Medical Sciences. [paper] [code]

  • PRIOR: Prior-regularized iterative optimization reconstruction for 4D CBCT.
    D Hu, Y Zhang, J Liu, Y Zhang, JL Coatrieux, Y Chen
    IEEE Journal of Biomedical and Health Informatics. [paper] [code]

  • LDP-Net: An unsupervised pansharpening network based on learnable degradation processes.
    J Ni, Z Shao, Z Zhang, M Hou, J Zhou, L Fang, Y Zhang
    IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. [paper] [code]

  • Human identification performed with skull’s sphenoid sinus based on deep learning.
    H Wen, W Wu, F Fan, P Liao, H Chen, Y Zhang, Z Deng, W Lv
    International Journal of Legal Medicine. [paper] [code]

  • A selective kernel-based cycle-consistent generative adversarial network for unpaired low-dose CT denoising.
    C Tan, M Yang, Z You, H Chen, Y Zhang
    Precision Clinical Medicine. [paper] [code]

  • A fine-grained network for human identification using panoramic dental images.
    H Chen, C Sun, P Liao, Y Lai, F Fan, Y Lin, Z Deng, Y Zhang
    Patterns. [paper] [code]

  • IDOL-Net: An interactive dual-domain parallel network for CT metal artifact reduction.
    T Wang, Z Lu, Z Yang, W Xia, M Hou, H Sun, Y Liu, H Chen, J Zhou, Y Zhang
    IEEE Transactions on Radiation and Plasma Medical Sciences. [paper] [code]

  • Training low dose CT denoising network without high quality reference data.
    J Jing, W Xia, M Hou, H Chen, Y Liu, J Zhou, Y Zhang
    Physics in Medicine & Biology. [paper] [code]

  • DHI-GAN: improving dental-based human identification using generative adversarial networks.
    Y Lin, F Fan, J Zhang, J Zhou, P Liao, H Chen, Z Deng, Y Zhang
    Physics in Medicine & Biology. [paper] [code]

  • FONT-SIR: Fourth-order nonlocal tensor decomposition model for spectral CT image reconstruction.
    X Chen, W Xia, Y Liu, H Chen, J Zhou, Z Zha, B Wen, Y Zhang
    IEEE Transactions on Medical Imaging. [paper] [code]

  • Iterative reconstruction for low-dose CT using deep gradient priors of generative model.
    Z He, Y Zhang, Y Guan, B Guan, S Niu, Y Zhang, Y Chen, Q Liu
    IEEE Transactions on Radiation and Plasma Medical Sciences. [paper] [code]

  • Multi-task short-term reactive and active load forecasting method based on attention-LSTM model.
    J Qin, Y Zhang, S Fan, X Hu, Y Huang, Z Lu, Y Liu
    International Journal of Electrical Power & Energy Systems. [paper] [code]

  • NFANet: A novel method for weakly supervised water extraction from high-resolution remote-sensing imagery.
    M Lu, L Fang, M Li, B Zhang, Y Zhang, P Ghamisi
    IEEE Transactions on Geoscience and Remote Sensing. [paper] [code]

Conference

2024

  • Textual inversion and self-supervised refinement for radiology report generation.
    Y Luo, H Li, X Wu, M Cao, X Huang, Z Zhu, P Liao, H Chen, Y Zhang
    International Conference on Medical Image Computing and Computer-Assisted Intervention. [paper] [code]

  • Inject Backdoor in Measured Data to Jeopardize Full-Stack Medical Image Analysis System.
    Z Yang, Y Chen, M Sun, Y Zhang
    International Conference on Medical Image Computing and Computer-Assisted Intervention. [paper] [code]

  • Point Segment and Count: A Generalized Framework for Object Counting.
    Z Huang, M Dai, Y Zhang, J Zhang, H Shan
    Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. [paper] [code]

2023

  • PET image denoising with score-based diffusion probabilistic models.
    C Shen, Z Yang, Y Zhang
    International Conference on Medical Image Computing and Computer-Assisted Intervention. [paper] [code]

  • Inter-slice consistency for unpaired low-dose ct denoising using boosted contrastive learning.
    J Jing, T Wang, H Yu, Z Lu, Y Zhang
    International Conference on Medical Image Computing and Computer-Assisted Intervention. [paper] [code]

  • Building a bridge: close the domain gap in ct metal artifact reduction.
    T Wang, H Yu, Y Liu, H Sun, Y Zhang
    International Conference on Medical Image Computing and Computer-Assisted Intervention. [paper] [code]

  • ASCON: Anatomy-Aware Supervised Contrastive Learning Framework for Low-Dose CT Denoising.
    Z Chen, Q Gao, Y Zhang, H Shan
    International Conference on Medical Image Computing and Computer-Assisted Intervention. [paper] [code]

  • A Robust Prototype-Free Retrieval Method for Automatic Check-Out.
    H Huangfu, Z Yang, M Ran, W Zhang, J Lu, Y Zhang
    IEEE Symposium on Computers and Communications. [paper] [code]

  • Stay in the middle: A semi-supervised model for CT metal artifact reduction.
    T Wang, H Yu, Z Lu, Z Zhang, J Zhou, Y Zhang
    IEEE International Conference on Acoustics, Speech and Signal Processing. [paper] [code]

  • EVIL: Evidential inference learning for trustworthy semi-supervised medical image segmentation.
    Y Chen, Z Yang, C Shen, Z Wang, Y Qin, Y Zhang
    IEEE International Symposium on Biomedical Imaging. [paper] [code]

  • Dynamic focus mechanism-based dual-domain reconstruction network for accelerated MRI.
    Z Wang, Z Wang, Z Zhang, Z Yang, M Ran, H Yu, Z Yu, Y Zhang
    IEEE International Symposium on Biomedical Imaging. [paper] [code]

2022

  • CORE-lens: Simultaneous communication and object recognition with disentangled-GAN cameras.
    Z Liu, T Zheng, C Hu, Y Yang, Y Sun, Y Zhang, Z Chen, L Chen, J Luo
    Annual International Conference on Mobile Computing And Networking. [paper] [code]

  • A transformer-based iterative reconstruction model for sparse-view ct reconstruction.
    W Xia, Z Yang, Q Zhou, Z Lu, Z Wang, Y Zhang
    International Conference on Medical Image Computing and Computer-Assisted Intervention. [paper] [code]

  • Depth completion using geometry-aware embedding.
    H Chen, H Yang, Y Zhang
    International Conference on Robotics and Automation. [paper] [code]

  • Leaders: Learnable deep radial subsampling for mri reconstruction.
    Z Wang, B Li, W Xia, C Shen, M Hou, H Chen, Y Liu, J Zhou, Y Zhang
    International Symposium on Biomedical Imaging. [paper] [code]

  • Low-dose CT denoising via neural architecture search.
    Z Lu, W Xia, Y Huang, M Hou, H Chen, H Shan, Y Zhang
    International Symposium on Biomedical Imaging. [paper] [code]

  • Unsupervised PET reconstruction from a Bayesian perspective.
    C Shen, W Xia, H Ye, M Hou, H Chen, Y Liu, J Zhou, Y Zhang
    International Symposium on Biomedical Imaging. [paper] [code]

  • Noise reduction in dental CT images based on generative adversarial network.
    H Shao, H Gu, P Liao, H Chen, Y Zhang
    International Conference on Graphics and Image Processing. [paper] [code]

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