A Collection of CT-Based Research Groups
Please feel free to star, fork or PR if helpful~
收集了国内外做CT相关研究的团队(谷歌学术引用5000+)如下，欢迎star，fork和PR~
- CT Artifact Reduction
序号 期刊/会议 是否有代码 论文题目 作者 发表时间 谷歌引用率 代码链接 所用数据集 数据集下载地址（可选） 备注 1 European Journal of Radiology 2024 0 Advances in metal artifact reduction in CT images: A review of traditional and novel metal artifact reduction techniques Selles, Mark et al 2023 19 nan nan nan https://www.ejradiology.com/article/S0720-048X(23)00590-9/fulltext 2 NeurIPS2023 1 Unsupervised Polychromatic Neural Representation for CT Metal Artifact Reduction Wu, Qing, et al 2023 6 https://github.com/iwuqing/Polyner 公有+私有数据集 nan https://proceedings.neurips.cc/paper_files/paper/2023/hash/dbf02b21d77409a2db30e56866a8ab3a-Abstract-Conference.html 3 MICCAI2024 0 DCDiff: Dual-Domain Conditional Diffusion for CT Metal Artifact Reduction Shen, Ruochong, et al 2024 0 nan 公有数据集 nan https://papers.miccai.org/miccai-2024/paper/1608_paper.pdf 4 TMI2024 1 Unsupervised CT Metal Artifact Reduction by Plugging Diffusion Priors in Dual Domains Liu, Xuan, et al. 2024 10 https://github.com/DeepXuan/DuDoDp-MAR 公有数据集 nan https://ieeexplore.ieee.org/document/10385050 5 arxiv 0 MARformer: An Efficient Metal Artifact Reduction Transformer for Dental CBCT Images Shi, Yuxuan, Jun Xu, and Dinggang Shen 2023 0 nan 未说明 nan https://arxiv.org/abs/2311.09590 6 IEEE Access 0 Artifact Reduction in 3D and 4D Cone-beam Computed Tomography Images with Deep Learning - A Review Amirian, Mohammadreza, et al 2024 3 nan nan nan https://arxiv.org/pdf/2403.18565 7 WACV2024 0 Dual Domain Diffusion Guidance for 3D CBCT Metal Artifact Reduction Choi, Yongjin, Doeyoung Kwon, and Seung Jun Baek 2024 4 nan 公有+私有数据集 nan https://openaccess.thecvf.com/content/WACV2024/html/Choi_Dual_Domain_Diffusion_Guidance_for_3D_CBCT_Metal_Artifact_Reduction_WACV_2024_paper.html 8 JBHI2024 0 DiffMAR: A Generalized Diffusion Model for Metal Artifact Reduction in CT Images Cai, Tianxiao, et al 2024 0 nan 公有+私有数据集 nan https://ieeexplore.ieee.org/abstract/document/10629037 9 TMI2024 0 Metal Artifacts Reducing Method Based on Diffusion Model Using Intraoral Optical Scanning Data for Dental Cone-beam CT Wang, Yuyang, Xiaomo Liu, and Liang Li 2024 0 nan 私有数据集 nan https://ieeexplore.ieee.org/document/10630537 10 TMI2024 0 A Denoising Diffusion Probabilistic Model for Metal Artifact Reduction in CT Grigorios M. Karageorgos, et al 2024 4 nan 公有+私有数据集 nan https://ieeexplore.ieee.org/document/10586949/ 11 BSPC2024 0 Unsupervised metal artifacts reduction network for CT images based on efficient transformer Linlin Zhu, et al 2024 0 nan 公有+私有数据集 nan https://www.sciencedirect.com/science/article/pii/S1746809423011862 12 TMI2024 1 Quad-Net: Quad-Domain Network for CT Metal Artifact Reduction Zilong Li, et al 2024 7 https://github.com/longzilicart/Quad-Net 公有数据集 nan https://ieeexplore.ieee.org/abstract/document/10385220 13 TMI2019 1 ADN: Artifact Disentanglement Network for Unsupervised Metal Artifact Reduction S. Kevin Zhou, et al 2019 199 https://github.com/liaohaofu/adn 公有+私有数据集 nan https://ieeexplore.ieee.org/abstract/document/8788607/ 14 MP 2024 0 Simulation-driven training of vision transformers enables metal artifact reduction of highly truncated CBCT scans Fuxin Fan, et al 2024 0 nan 私有数据集 nan https://aapm.onlinelibrary.wiley.com/doi/full/10.1002/mp.16919 15 TMI2024 0 PND-Net: Physics-Inspired Non-Local Dual-Domain Network for Metal Artifact Reduction Jinqiu Xia, et al 2024 1 nan 公有+私有数据集 nan https://ieeexplore.ieee.org/abstract/document/10404006/ 16 TCI2019 1 Fast Enhanced CT Metal Artifact Reduction using Data Domain Deep Learning Ghani, Muhammad Usman, and W. Clem Karl 2019 138 https://github.com/mughanibu/DeepMAR nan nan https://ieeexplore.ieee.org/abstract/document/8815915/ 17 MICCAI2023 1 MEPNet: A Model-Driven Equivariant Proximal Network for Joint Sparse-View Reconstruction and Metal Artifact Reduction in CT Images Wang, Hong, et al 2023 6 https://github.com/hongwang01/mepnet nan nan https://arxiv.org/pdf/2306.14274v1 18 IJCAI2022 1 Adaptive Convolutional Dictionary Network for CT Metal Artifact Reduction Wang, Hong, et al 2022 26 https://github.com/hongwang01/ACDNet nan nan https://arxiv.org/pdf/2205.07471v2 19 MIA2023 1 InDuDoNet+: A Deep Unfolding Dual Domain Network for Metal Artifact Reduction in CT Images Wang, Hong, et al 2023 31 https://github.com/hongwang01/indudonet_plus nan nan https://www.sciencedirect.com/science/article/pii/S1361841522003577 20 MICCAI2021 1 InDuDoNet: An Interpretable Dual Domain Network for CT Metal Artifact Reduction Wang, Hong, et al 2021 54 https://github.com/hongwang01/indudonet nan nan https://arxiv.org/pdf/2109.05298v1 21 MICCAI2022/TMI2023 1 Orientation-Shared Convolution Representation for CT Metal Artifact Learning Wang, Hong, et al 2022 12 https://github.com/hongwang01/oscnet nan nan https://arxiv.org/pdf/2212.13166v1 https://ieeexplore.ieee.org/document/10237226 22 Physics in Medicine & Biology 2021 0 Metal Artifact Reduction in 2D CT Images with Self-supervised Cross-domain Learning Lequan Yu, et al 2021 32 nan nan nan https://arxiv.org/abs/2109.13483 23 SPIE 2024 1 DPD-Net: A Dual-domain Progressive Diffusion Network for Joint Limited-Angle and Metal Artifact Removal Shi Yijie, et al 2024 0 nan nan nan https://www.spiedigitallibrary.org/conference-proceedings-of-spie/13242/132420M/DPD-Net--a-dual-domain-progressive-diffusion-network-for/10.1117/12.3034419.short 24 European Journal of Radiology 2024 0 Advancements in supervised deep learning for metal artifact reduction in computed tomography: A systematic review Kleber, Cecile EJ, et al 2024 1 nan nan nan https://www.ejradiology.com/article/S0720-048X(24)00448-0/fulltext 25 Scientific Reports 2024 0 Evaluation of a prototype metal artifact reduction algorithm for cone beam CT in patients undergoing radioembolization Can, Elif, et al 2024 0 nan nan nan https://www.nature.com/articles/s41598-024-66978-y 26 MICCAI 2023 0 Multi-perspective Adaptive Iteration Network for Metal Artifact Reduction Haiyang Mao, et al 2023 2 nan nan nan https://link.springer.com/chapter/10.1007/978-3-031-43999-5_8 27 arxiv 2024 0 Unsupervised Density Neural Representation for CT Metal Artifact Reduction Wu, Qing, et al 2024 0 nan 公有+私有数据集 nan https://arxiv.org/abs/2405.07047 28 Radiation Physics and Chemistry 2024 0 Potential of Metal Artifact Reduction (MAR) and Deep Learning-based Reconstruction (DLR) algorithms integration in CT Metal Artifact Correction: A review Njiti, M. M., et al 2024 6 nan nan nan https://www.sciencedirect.com/science/article/pii/S0969806X24000331 29 Medical Imaging 2024: Physics of Medical Imaging 0 Wavelet domain-based deep residual learning for metal artifact reduction in computed tomography Lee, Seungwan, et al. 2024 0 nan 私有数据集 nan https://www.spiedigitallibrary.org/conference-proceedings-of-spie/12925/129251Z/Wavelet-domain-based-deep-residual-learning-for-metal-artifact-reduction/10.1117/12.3005636.short 30 Medical Imaging 2024: Physics of Medical Imaging 0 Dual-domain fusion network for metal artifact reduction in CT Wu, Jiayi, et al 2024 2 nan 私有数据集 nan https://www.spiedigitallibrary.org/conference-proceedings-of-spie/12925/1292523/Dual-domain-fusion-network-for-metal-artifact-reduction-in-CT/10.1117/12.3006099.short 31 TMI2024 0 Adaptive and Iterative Learning With Multi-Perspective Regularizations for Metal Artifact Reduction Zhang, Jianjia, et al 2024 0 nan 公有数据集 nan https://ieeexplore.ieee.org/abstract/document/10510476 32 TCI2024 0 Coupling Model-and Data-Driven Networks for CT Metal Artifact Reduction Shi, Baoshun, et al 2024 2 nan 公有数据集 nan https://ieeexplore.ieee.org/abstract/document/10453966 33 Physics in Medicine and Biology 2024 0 b-MAR: bidirectional artifact representations learning framework for metal artifact reduction in dental CBCT Song, Yuyan, et al 2024 2 nan 私有数据集 nan https://iopscience.iop.org/article/10.1088/1361-6560/ad3c0a/meta 34 TMI2025 1 Radiologist-in-the-Loop Self-Training for Generalizable CT Metal Artifact Reduction.pdf Ma, Chenglong, et al 2025 0 https://github.com/Masaaki-75/rise-mar 公有+私有数据集 nan https://arxiv.org/abs/2501.15610 35 Bioengineering 2025 0 Better Cone-Beam CT Artifact Correction via Spatial and Channel Reconstruction Convolution Based on Unsupervised Adversarial Diffusion Models Dong, Guoya, et al 2025 0 nan 公有数据集 nan https://www.mdpi.com/2306-5354/12/2/132 36 Physics in Medicine & Biology 2025 0 Syn2Real: synthesis of CT image ring artifacts for deep learning-based correction Hein, Dennis, et al 2025 0 nan 私有数据集 nan https://iopscience.iop.org/article/10.1088/1361-6560/adad2c/meta 37 Medical Physics 2025 0 Implicit neural representation-based method for metal-induced beam hardening artifact reduction in X-ray CT imaging Park, Hyoung Suk, Jin Keun Seo, and Kiwan Jeon 2025 0 nan 私有数据集 nan https://aapm.onlinelibrary.wiley.com/doi/full/10.1002/mp.17649 38 arxiv 2024 0 Unsupervised Multi-Parameter Inverse Solving for Reducing Ring Artifacts in 3D X-Ray CBCT Wu, Qing, et al 2024 0 nan 公有+私有数据集 nan https://arxiv.org/abs/2412.05853 39 arxiv 2025 0 Assessing the use of Diffusion models for motion artifact correction in brain MRI Angella, Paolo, Vito Paolo Pastore, and Matteo Santacesaria 2025 0 nan 公有数据集 nan https://arxiv.org/abs/2502.01418 40 TMI2025 0 Adaptive Weighting based Metal Artifact Reduction in CT Images Wang, Hong, et al 2025 1 nan 公有数据集 nan https://ieeexplore.ieee.org/abstract/document/10887049 41 The International Journal of Cardiovascular Imaging 2025 0 Effectiveness of single-energy metal artifact reduction algorithm in CT: application to contrast-enhanced CT with EVAR and coil embolization Mochizuki, Junji, et al 2025 0 nan 私有数据集 nan https://link.springer.com/article/10.1007/s10554-024-03318-1 42 arxiv 2024 0 A Dual-domain Regularization Method for Ring Artifact Removal of X-ray CT Zhu, Hongyang, et al 2024 2 nan 私有数据集 nan https://arxiv.org/abs/2403.08247 43 Book2024 0 Generative AI for Artifact Correction and Privacy-Secure Medical Imaging der Goten, Van, and Lennart Alexander 2024 0 nan nan nan https://www.diva-portal.org/smash/get/diva2:1914607/FULLTEXT01.pdf 44 Digital Signal Processing 2025 0 Unsupervised learning-based deep sparsifying transform network for joint CT metal artifact reduction and super-resolution reconstruction Shengnan Yan, Yingshuai Zhao, Baoshun Shi and Yueming Su 2025 0 nan 公有数据集 nan https://www.sciencedirect.com/science/article/pii/S1051200425001149?via%3Dihub 45 Physics in Medicine and Biology 2025 0 Unsupervised learning-based deep sparsifying transform network for joint CT metal artifact reduction and super-resolution reconstruction Fanning Kong et al. 2025 0 nan 公有数据集 nan https://iopscience.iop.org/article/10.1088/1361-6560/adbaae/pdf 46 Physics in Medicine and Biology 2025 0 CBCT projection domain metal segmentation for metal artifact reduction using hessian-inspired dual-encoding network with guidance from segment anything model Jiang, Chen, et al. 2025 0 nan 公有数据集 nan https://aapm.onlinelibrary.wiley.com/doi/epdf/10.1002/mp.17716 47 ICASSP 2025 0 Dual-energy CT metal artifact reduction by combined material decomposition and projection domain threshold segmentation Kai, Chen, et al. 2025 0 nan 私有数据集 nan https://ieeexplore.ieee.org/document/10890701 48 ICASSP 2025 0 MUPO-Net: A Multilevel Dual-domain Progressive Enhancement Network with Embedded Attention for CT Metal Artifact Reduction Xiaoli, Yao, et al. 2025 0 nan 公有+私有数据集 nan https://ieeexplore.ieee.org/document/10888655 49 Medical Imaging 2024: Physics of Medical Imaging 0 Neural attenuation fields for metal artifact reduction in dental CT Lee, Jooho, Junhyun Ahn, and Jongduk Baek 2024 0 nan 公有数据集 nan https://www.spiedigitallibrary.org/conference-proceedings-of-spie/12925/1292514/Neural-attenuation-fields-for-metal-artifact-reduction-in-dental-CT/10.1117/12.2689652.full 50 arxiv 2024 0 Unlocking the Potential of Early Epochs: Uncertainty-aware CT Metal Artifact Reduction Yang, Xinquan, et al 2024 0 nan 公有数据集 nan https://arxiv.org/abs/2406.12186 51 IEEE Signal Processing Letters 2024 0 Artifact Region-Aware Transformer: Global Context Helps CT Metal Artifact Reduction BaoShun, Shi, Zhang ShaoLei, and Fu ZhaoRan 2024 2 nan 公有数据集 nan https://ieeexplore.ieee.org/abstract/document/10508041/ 52 Machine Learning: Science and Technology 2024 0 Mud-Net: multi-domain deep unrolling network for simultaneous sparse-view and metal artifact reduction in computed tomography Shi, Baoshun, et al 2024 4 nan 公有数据集 nan https://iopscience.iop.org/article/10.1088/2632-2153/ad1b8e/meta 53 IEEE Transactions on Radiation and Plasma Medical Sciences 2024 0 IRDNet: Iterative Relation-Based Dual-Domain Network via Metal Artifact Feature Guidance for CT Metal Artifact Reduction Wang, Huamin, et al 2024 1 nan 公有数据集 nan https://ieeexplore.ieee.org/abstract/document/10589441 53 IEEE Transactions on Computational Imaging 2024 0 F2IFlow for CT Metal Artifact Reduction Su, Jiandong, et al 2024 0 nan 公有数据集 nan https://ieeexplore.ieee.org/abstract/document/10741004/ 54 arxiv 2025 1 DDO-IN: Dual Domains Optimization for Implicit Neural Network to Eliminate Motion Artifact in Magnetic Resonance Imaging Mai Z, Zhan Z, Guo H, et al 2025 0 https://anonymous.4open.science/r/DDO-IN-A73B/README.md 公有数据集 nan https://arxiv.org/abs/2503.08056 55 Optics Express 2025 0 Semi-supervised dual generative adversarial network for low-dose CT artifact suppression Hong S, Ren H, Zhang X, et al 2025 0 nan 公有数据集 nan https://opg.optica.org/oe/fulltext.cfm?uri=oe-33-5-9715&id=568483 56 IEEE Access 2025 0 Shade Artifact Reduction in CBCT-to-MDCT: Fine-Tuning Based on Style Transfer and Human Feedback Park H C, Jeon K, Park H S, et al 2025 0 nan 私有数据集 nan https://ieeexplore.ieee.org/abstract/document/10930492/ 57 IEEE Transactions on Instrumentation and Measurement 2025 0 PRAISE-Net: Deep Projection-domain Data-consistent Learning Network Wu Z, Zhong X, Lyu T, et al 2025 0 nan 公有+私有数据集 nan https://ieeexplore.ieee.org/abstract/document/10945485 58 arxiv 2025 1 Reducing CT Metal Artifacts by Learning Latent Space Alignment Han W, Guo D, Chen X, et al 2025 0 https://um-lab.github.io/GSI-MAR/ 私有数据集 nan https://arxiv.org/abs/2503.21259 59 IEEE Transactions on Radiation and Plasma Medical Sciences 2025 1 RSTAR4D: Rotational Streak Artifact Reduction in 4D CBCT Using Separable 4D Convolutions Deng Z, Chen H, Zhou Y, et al 2025 0 https://github.com/ivy909211111/RSTAR 公有+私有数据集 nan https://ieeexplore.ieee.org/abstract/document/10937977 60 IEEE Transactions on Instrumentation and Measurement 2025 0 LWCDNet: An Interpretable Learning Weighted Convolutional Dictionary Network for Metal Artifact Reduction in CT Images Liu J, Jin T, Ye Z, et al 2025 0 nan 公有数据集 nan https://ieeexplore.ieee.org/abstract/document/10945485 61 European Journal of Radiology 2025 0 Semi-supervised spatial-frequency transformer for metal artifact reduction in maxillofacial CT and evaluation with intraoral scan Li Y, Ma C, Li Z, et al 2025 0 nan 私有数据集 nan https://www.sciencedirect.com/science/article/pii/S0720048X25001731 62 IEEE Transactions on Computational Imaging 2025 0 HDD-Net: Haar Dual Domain Network for Ring Artifacts Correction Wu X, Wang J, Zhao Q 2025 0 nan 公有数据集 nan https://ieeexplore.ieee.org/abstract/document/10945684 63 Medical Imaging 2025: Physics of Medical Imaging 0 Multi-scale information guided dual-domain fusion network for metal artifact reduction in dental CBCT Wu J, Lin Z, Li Y, et al 2025 0 nan 私有数据集 nan https://doi.org/10.1117/12.3046491 64 ISBI 2024 0 A Feature-Guided Dual-Domain Network for CT Metal Artifact Reduction Wang H, Wang Z, Yang S, et al 2024 0 nan 公有数据集 nan https://ieeexplore.ieee.org/abstract/document/10635638 65 Medical Imaging 2025: Physics of Medical Imaging 0 A CT Metal Artifact Reduction Method Driven by Implicit Neural Representation and Dual-domain Regularization Liu X, He Y, Xie Y, et al 2025 0 nan 公有数据集 nan https://doi.org/10.1117/12.3046430 66 ICPR 2025 0 MAR-DTN: Metal Artifact Reduction using Domain Transformation Network for Radiotherapy Planning Serrano-Antón, Belén, et al 2025 0 nan 私有数据集 nan https://link.springer.com/chapter/10.1007/978-3-031-78195-7_10 67 Medical Imaging 2025: Physics of Medical Imaging 0 X-ray CT metal artifact reduction using neural attenuation field prior Lee J, Kim S, Ahn J, et al 2025 0 nan 公有数据集 nan https://aapm.onlinelibrary.wiley.com/doi/epdf/10.1002/mp.17859 68 Computerized Medical Imaging and Graphics 2025 0 CALIMAR-GAN: An unpaired mask-guided attention network for metal artifact reduction in CT scans Scardigno R M, Brunetti A, Marvulli P M, et al 2025 0 nan 公有数据集 nan https://www.sciencedirect.com/science/article/pii/S0895611125000746 69 电子与信息学报 2025 0 模型与数据双驱动的联合有限角CT重建与金属伪影校正方法 石保顺, 程诗展, 姜轲, 傅昭然 2025 0 nan 公有数据集 nan https://jeit.ac.cn/cn/article/doi/10.11999/JEIT240703 70 Sensing and Imaging 2025 0 Multi‑Scale Image Artifacts Removal Network for Reducing Limited‑Angle Artifacts of CL System Feng Y, Liu J, Ji Y J, et al 2025 0 nan 公有+私有数据集 nan https://link.springer.com/article/10.1007/s11220-025-00584-8 71 Radiation Physics and Chemistry 2025 0 A contrastive learning network for reducing metal artifacts in post-surgical knee computed tomography Deng J, Zhou L, Peng Y, et al 2025 0 nan 私有数据集 nan https://www.sciencedirect.com/science/article/pii/S0969806X25004633 72 Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization 2025 0 CobDiffMRI: a cross-conditional diffusion model for removing artefacts in undersampled magnetic resonance imaging Wang J, Dong S 2025 0 nan 公有数据集 nan https://www.tandfonline.com/doi/full/10.1080/21681163.2025.2507923