publications
The sign _#_ means co-first author, and the sign _*_ means corresponding author.
2024
- ESWACo-learning-assisted progressive dense fusion network for cardiovascular disease detection using ECG and PCG signalsExpert Systems with Applications, 2024
- TMIRobust Semi-supervised 3D Medical Image Segmentation with Diverse Joint-task Learning and Decoupled Inter-student LearningIEEE Transactions on Medical Imaging, 2024
2023
- ESWAPSDP: Pseudo-Supervised Dual-Processing for Low-Dose Cone-Beam Computed Tomography ReconstructionExpert Systems with Applications, 2023
- TMIBidirectional Semi-supervised Dual-branch CNN for Robust 3D Reconstruction of Stereo Endoscopic Images via Adaptive Cross and Parallel SupervisionsIEEE Transactions on Medical Imaging, 2023
- AAAI OralRobust One-Shot Segmentation of Brain Tissues via Image-Aligned Style TransformationIn Proceedings of the AAAI Conference on Artificial Intelligence, 2023
- IJCAI OralDual-view Correlation Hybrid Attention Network for Robust Holistic Mammogram ClassificationIn Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, IJCAI-23, Aug 2023Main Track
- CIBMJoint denoising and interpolating network for low-dose cone-beam CT reconstruction under hybrid dose-reduction strategyComputers in Biology and Medicine, Aug 2023
- BIBM OralRethinking Low-Dose CT Synthesis: Degrading Normal-Dose CT from Origin for Pairwise Training of CT DenoiserIn 2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), Aug 2023
- BIBM WorkshopTowards Learning-based Surgical Planning of Glioma Resection via a Contrastively Constrained Siamese Neural NetworkIn 2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), Aug 2023
2022
- TMIJoint progressive and coarse-to-fine registration of brain MRI via deformation field integration and non-rigid feature fusionIEEE Transactions on Medical Imaging, Aug 2022
- MICCAI ChallengeProgressive and Coarse-to-Fine Network for Medical Image Registration Across Phases, Modalities and PatientsBiomedical Image Registration, Domain Generalisation and Out-of-distribution Analysis: MICCAI 2021 Challenges: MIDOG 2021, MOOD 2021, and Learn2Reg 2021: Held in Conjunction with MICCAI 20201, Strasbourg, France, September 27-October 1, 2021: Proceedings, Aug 2022
- NeurocomputingSparse-View Cone Beam CT Reconstruction using Dual CNNs in Projection Domain and Image DomainNeurocomputing, Aug 2022
- KBSDual-domain attention-guided convolutional neural network for low-dose cone-beam computed tomography reconstructionKnowledge-Based Systems, Aug 2022
- FRAccurate Scoliosis Vertebral Landmark Localization on X-ray Images via Shape-constrained Multi-stage Cascaded CNNsFundamental Research, Aug 2022
- ACCV PosterImproving the Quality of Sparse-view Cone-Beam Computed Tomography via Reconstruction-Friendly Interpolation NetworkIn Proceedings of the Asian Conference on Computer Vision, Dec 2022
- JBHIAccurate Cobb Angle Estimation on Scoliosis X-ray Images via Deeply-coupled Two-stage Network with Differentiable Cropping and Random PerturbationIEEE Journal of Biomedical and Health Informatics, Dec 2022
2021
- ACM MM OralSemi-supervised Learning via Improved Teacher-Student Network for Robust 3D Reconstruction of Stereo Endoscopic ImageIn Proceedings of the 29th ACM International Conference on Multimedia, Dec 2021
- MICCAI PosterTowards Robust Dual-View Transformation via Densifying Sparse Supervision for Mammography Lesion MatchingIn International Conference on Medical Image Computing and Computer-Assisted Intervention, Dec 2021
2020
- JBHIVariation-aware federated learning with multi-source decentralized medical image dataIEEE Journal of Biomedical and Health Informatics, Dec 2020
- MedIASemi-supervised mp-MRI data synthesis with StitchLayer and auxiliary distance maximizationMedical image analysis, Dec 2020
- MICCAI PosterMulti-phase and multi-level selective feature fusion for automated pancreas segmentation from CT imagesIn International Conference on Medical Image Computing and Computer-Assisted Intervention, Dec 2020
- TMIMulti-task siamese network for retinal artery/vein separation via deep convolution along vesselIEEE Transactions on Medical Imaging, Dec 2020
2019
- JBHIBi-modality medical image synthesis using semi-supervised sequential generative adversarial networksIEEE journal of biomedical and health informatics, Dec 2019
- ArxivLabel refinement with an iterative generative adversarial network for boosting retinal vessel segmentationarXiv preprint arXiv:1912.02589, Dec 2019
2018
- TMIAutomated detection of clinically significant prostate cancer in mp-MRI images based on an end-to-end deep neural networkIEEE transactions on medical imaging, Dec 2018
- ACM MM PosterMonocular camera based real-time dense mapping using generative adversarial networkIn Proceedings of the 26th ACM international conference on Multimedia, Dec 2018
- PloS ONEAccurate face alignment and adaptive patch selection for heart rate estimation from videos under realistic scenariosPloS one, Dec 2018
- BMVC PosterStitchAD-GAN for Synthesizing Apparent Diffusion Coefficient Images of Clinically Significant Prostate Cancer.In BMVC, Dec 2018
2017
- PMBAutomated diagnosis of prostate cancer in multi-parametric MRI based on multimodal convolutional neural networksPhysics in Medicine & Biology, Dec 2017
- MedIACo-trained convolutional neural networks for automated detection of prostate cancer in multi-parametric MRIMedical image analysis, Dec 2017
- MICCAI PosterJoint detection and diagnosis of prostate cancer in multi-parametric MRI based on multimodal convolutional neural networksIn International conference on medical image computing and computer-assisted intervention, Dec 2017
- PMBAn automated method for accurate vessel segmentationPhysics in Medicine & Biology, Dec 2017
- ACM MM DemoDeepcadx: Automated prostate cancer detection and diagnosis in mp-mri based on multimodal convolutional neural networksIn Proceedings of the 25th ACM international conference on Multimedia, Dec 2017
- MMM DemoV-head: Face detection and alignment for facial augmented reality applicationsIn International Conference on Multimedia Modeling, Dec 2017
- MMM OralJoint Face Detection and Initialization for Face AlignmentIn International Conference on Multimedia Modeling, Dec 2017