HS
Hongming Shan
cs.CVeess.IVcs.AIphysics.med-phTomography, X-Ray Computedcs.LGImage Processing, Computer-AssistedArtifactscs.SDDeep learning
On Valency
published · living versionsW_bt9a2shm·v1 · currentpublished
MedVTok: A General-Purpose Medical Visual Tokenizer
with Chenglong Ma, Yuanfeng Ji, Junzhi Ning, Jiyao Liu +16
1 version
Preprints & journals
128 papers in the corpus · 2015–2026Noise2Match: Self-Supervised Low-Dose CT Denoising via Adaptive Inter-Slice Matching.42886596 · Zhou, Langrui, Li, Guang, Huang, Xinyu et al.2026 · 0 citationsIEEE transactions on medical imaging. 2026;PP
Biologically inspired alignment reveals distributed and directionally asymmetric correspondence between rat and human cortices10.64898/2026.10.13.758283v1 · Dong, X., Luo, Q., Cai, A. et al.2026 · 0 citationsbioRxiv
Gaussian Material Fields for Volumetric Multi-Energy CT Decomposition2610.09492v1 · Jian Lin, Jiancheng Fang, Hongming Shan et al.2026 · 0 citationsarXiv
Interpreting Object-Dependent Concept Brittleness in Text-to-Image Diffusion Models2609.09909v1 · Yifan Yuan, Xiangyu Liu, Hongming Shan et al.2026 · 0 citationsarXiv
Volumetric Radiology AI in the Era of Multimodal Large Language Models2608.20549v1 · Zanting Ye, Shengyuan Liu, Xin Liu et al.2026 · 0 citationsarXiv
FoundDiff: Foundational Diffusion Model for Generalizable Low-Dose CT Denoising.42224335 · Chen, Zhihao, Gao, Qi, Li, Zilong et al.2026 · 4 citationsIEEE transactions on medical imaging. 2026;45(8):4366-4379
MSAVBench: Towards Comprehensive and Reliable Evaluation of Multi-Shot Audio-Video Generation2605.20183v4 · Yujie Wei, Yujin Han, Zhekai Chen et al.2026 · 0 citationsarXiv
GraphMAR: Geometry-Aware Graph Learning Framework for Spatially Adaptive CT Metal Artifact Reduction2605.17343v1 · Zilong Li, Chenglong Ma, Yiming Lei et al.2026 · 0 citationsarXiv
Bridging Brain and Semantics: A Hierarchical Framework for Semantically Enhanced fMRI-to-Video Reconstruction2605.14569v1 · Yujie Wei, Chenglong Ma, Jianxiong Gao et al.2026 · 0 citationsarXiv
Noninvasive molecular subtyping of breast cancer using multimodal ultrasound spatiotemporal transformer.42082579 · Chen, Tao, Niu, Qinghua, An, Zichen et al.2026 · 2 citationsNPJ digital medicine. 2026;9(1)
E2AD: Enhanced and explainable Alzheimer's disease detection framework via anatomy- and relation-aware cross-modal knowledge distillation.42085921 · Wang, Chenhui, Piao, Sirong, Chen, Zhihao et al.2026 · 2 citationsMedical image analysis. 2026;112:104099
Hierarchical Codec Diffusion for Video-to-Speech Generation2604.15923v1 · Jiaxin Ye, Gaoxiang Cong, Chenhui Wang et al.2026 · 0 citationsarXiv
CoSyncDiT: Cognitive Synchronous Diffusion Transformer for Movie Dubbing2604.12292v1 · Gaoxiang Cong, Liang Li, Jiaxin Ye et al.2026 · 0 citationsarXiv
PHASOR: Anatomy- and Phase-Consistent Volumetric Diffusion for CT Virtual Contrast Enhancement2604.01053v1 · Zilong Li, Dongyang Li, Chenglong Ma et al.2026 · 0 citationsarXiv
Project Imaging-X: A Survey of 1000+ Open-Access Medical Imaging Datasets for Foundation Model Development2603.27460v1 · Zhongying Deng, Cheng Tang, Ziyan Huang et al.2026 · 0 citationsarXiv
One CT Unified Model Training Framework to Rule All Scanning Protocols2603.15025v1 · Fengzhi Xu, Ziyuan Yang, Zexin Lu et al.2026 · 0 citationsarXiv
TheraAgent: Multi-Agent Framework with Self-Evolving Memory and Evidence-Calibrated Reasoning for PET Theranostics2603.13676v1 · Zhihao Chen, Jiahui Wang, Yizhou Chen et al.2026 · 0 citationsarXiv
DreamVideo-Omni: Omni-Motion Controlled Multi-Subject Video Customization with Latent Identity Reinforcement Learning2603.12257v1 · Yujie Wei, Xinyu Liu, Shiwei Zhang et al.2026 · 0 citationsarXiv
Skill-Evolving Grounded Reasoning for Free-Text Promptable 3D Medical Image Segmentation2603.08215v3 · Tongrui Zhang, Chenhui Wang, Yongming Li et al.2026 · 0 citationsarXiv
Brain-WM: Brain Glioblastoma World Model2603.07562v1 · Chenhui Wang, Boyun Zheng, Liuxin Bao et al.2026 · 0 citationsarXiv
MedQ-Deg: A Multidimensional Benchmark for Evaluating MLLMs Across Medical Image Quality Degradations2603.07769v1 · Jiyao Liu, Junzhi Ning, Chenglong Ma et al.2026 · 0 citationsarXiv
SMART: Self-Supervised Learning for Metal Artifact Reduction in Computed Tomography Using Range Null Space Decomposition.41052163 · Wang, Tao, Cao, Yanxin, Lu, Zexin et al.2026 · 0 citationsIEEE transactions on medical imaging. 2026;45(3):1024-1037
Editorial AI Reviewer (AIR) Trial for Responsible, Secure, and Efficient Peer Review.41605172 · Wang, Ge, Cukur, Tolga, Kruger, Uwe et al.2026 · 0 citationsIEEE transactions on medical imaging. 2026;45(3):867-869
Dynamic Differential Linear Attention: Enhancing Linear Diffusion Transformer for High-Quality Image Generation2601.13683v1 · Boyuan Cao, Xingbo Yao, Chenhui Wang et al.2026 · 0 citationsarXiv
Artificial intelligence-aided assignment of journal submissions to associate editors-a feasibility study on IEEE transactions on medical imaging.41521277 · Xu, Xuanang, Yan, Joshua, Nwachukwu, Gloria et al.2026 · 1 citationVisual computing for industry, biomedicine, and art. 2026;9(1):1
Information-Maximized Soft Variable Discretization for Self-Supervised Image Representation Learning.41525631 · Niu, Chuang, Xia, Wenjun, Shan, Hongming et al.2026 · 1 citationIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2026;PP
Editorial Criteria for TMI Papers-Significance, Innovation, Evaluation, and Reproducibility.41187052 · Shan, Hongming, Kruger, Uwe, Wang, Ge2025 · 1 citationIEEE transactions on medical imaging. 2025;44(12):4746-4748
Routing Matters in MoE: Scaling Diffusion Transformers with Explicit Routing Guidance2510.24711v2 · Yujie Wei, Shiwei Zhang, Hangjie Yuan et al.2025 · 0 citationsarXiv
A Survey of Scientific Large Language Models: From Data Foundations to Agent Frontiers2508.21148v2 · Ming Hu, Chenglong Ma, Wei Li et al.2025 · 1 citationarXiv
UniSino: Physics-Driven Foundational Model for Universal CT Sinogram Standardization2508.17816v1 · Xingyu Ai, Shaoyu Wang, Zhiyuan Jia et al.2025 · 0 citationsarXiv
LangMamba: A Language-driven Mamba Framework for Low-dose CT Denoising with Vision-language Models2507.06140v1 · Zhihao Chen, Tao Chen, Chenhui Wang et al.2025 · 2 citationsarXiv
Noise-inspired diffusion model for generalizable low-dose CT reconstruction.40651065 · Gao, Qi, Chen, Zhihao, Zeng, Dong et al.2025 · 15 citationsMedical image analysis. 2025;105:103710
PROTOCOL: Partial Optimal Transport-enhanced Contrastive Learning for Imbalanced Multi-view Clustering2506.12408v1 · Xuqian Xue, Yiming Lei, Qi Cai et al.2025 · 0 citationsarXiv
Radiologist-in-the-Loop Self-Training for Generalizable CT Metal Artifact Reduction.40031321 · Ma, Chenglong, Li, Zilong, Li, Yuanlin et al.2025 · 7 citationsIEEE transactions on medical imaging. 2025;44(6):2504-2514
Unified Medical Image Tokenizer for Autoregressive Synthesis and Understanding2505.19225v2 · Chenglong Ma, Yuanfeng Ji, Jin Ye et al.2025 · 0 citationsarXiv
UniAda: Domain Unifying and Adapting Network for Generalizable Medical Image Segmentation.40030769 · Zhang, Zhongzhou, Chen, Yingyu, Yu, Hui et al.2025 · 10 citationsIEEE transactions on medical imaging. 2025;44(5):1988-2001
Semi-supervised spatial-frequency transformer for metal artifact reduction in maxillofacial CT and evaluation with intraoral scan.40273758 · Li, Yuanlin, Ma, Chenglong, Li, Zilong et al.2025 · 3 citationsEuropean journal of radiology. 2025;187:112087
Towards Interpretable Counterfactual Generation via Multimodal Autoregression2503.23149v2 · Chenglong Ma, Yuanfeng Ji, Jin Ye et al.2025 · 5 citationsarXiv
Shushing! Let's Imagine an Authentic Speech from the Silent Video2503.14928v1 · Jiaxin Ye, Hongming Shan2025 · 0 citationsarXiv
DreamRelation: Relation-Centric Video Customization2503.07602v1 · Yujie Wei, Shiwei Zhang, Hangjie Yuan et al.2025 · 5 citationsarXiv
Patient-Level Anatomy Meets Scanning-Level Physics: Personalized Federated Low-Dose CT Denoising Empowered by Large Language Model2503.00908v1 · Ziyuan Yang, Yingyu Chen, Zhiwen Wang et al.2025 · 21 citationsarXiv
Autoregressive Medical Image Segmentation via Next-Scale Mask Prediction2502.20784v1 · Tao Chen, Chenhui Wang, Zhihao Chen et al.2025 · 1 citationarXiv
Emotional Face-to-Speech2502.01046v1 · Jiaxin Ye, Boyuan Cao, Hongming Shan2025 · 0 citationsarXiv
Editorial: Artificial intelligence applications for cancer diagnosis in radiology.39944463 · Banerjee, Abhirup, Shan, Hongming, Feng, Ruibin2025 · 3 citationsFrontiers in radiology. 2025;5:1493783
Deep Rank-Consistent Pyramid Model for Enhanced Crowd Counting.38090870 · Gao, Jiaqi, Huang, Zhizhong, Lei, Yiming et al.2025 · 21 citationsIEEE transactions on neural networks and learning systems. 2025;36(1):299-312
HOPE: Hybrid-Granularity Ordinal Prototype Learning for Progression Prediction of Mild Cognitive Impairment.38261490 · Wang, Chenhui, Lei, Yiming, Chen, Tao et al.2024 · 18 citationsIEEE journal of biomedical and health informatics. 2024;28(11):6429-6440
DreamVideo-2: Zero-Shot Subject-Driven Video Customization with Precise Motion Control2410.13830v1 · Yujie Wei, Shiwei Zhang, Hangjie Yuan et al.2024 · 0 citationsarXiv
RepLDM: Reprogramming Pretrained Latent Diffusion Models for High-Quality, High-Efficiency, High-Resolution Image Generation2410.06055v2 · Boyuan Cao, Jiaxin Ye, Yujie Wei et al.2024 · 0 citationsarXiv
DepMamba: Progressive Fusion Mamba for Multimodal Depression Detection2409.15936v1 · Jiaxin Ye, Junping Zhang, Hongming Shan2024 · 26 citationsarXiv
IQAGPT: computed tomography image quality assessment with vision-language and ChatGPT models.39101954 · Chen, Zhihao, Hu, Bin, Niu, Chuang et al.2024 · 35 citationsVisual computing for industry, biomedicine, and art. 2024;7(1):20
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