SW
Shansong Wang
cs.CVcs.AIphysics.med-phImage Processing, Computer-AssistedMRIdeep learningMagnetic Resonance ImagingDeep learningdiffusion modelMoCo
On Valency
published · living versionsW_5agq6n4d·v1 · currentpublished
Image-Domain CT Metal Artifact Reduction Using an Endpoint-Conditioned Diffusion Bridge
with Hang Yu, Mojtaba Safari, Mingzhe Hu, Xiaofeng Yang
1 version
W_whx8x3jd·v1published
W_mghnr9kn·v1published
Preprints & journals
30 papers in the corpus · 2023–2026Domain-aligned self-supervision: CT-specialized DINOv3 enhances PET/CT tumor segmentation.42854721 · Scarlett Lin, Yu-Nong, Wang, Shansong, Li, Yuheng et al.2026 · 0 citationsPhysics in medicine and biology. 2026;71(20)
A radiographic world model for clinical reasoning and evidence generation2609.07719v1 · Suyang Xi, Songtao Hu, Shansong Wang et al.2026 · 0 citationsarXivon Valency
Foundation models in medical image analysis: A systematic review and quantitative analysis.42696936 · Rajendran, Praveenbalaji, Safari, Mojtaba, He, Wenfeng et al.2026 · 1 citationMedical image analysis. 2027;115:104293
Motion Artifact-Aware Self-Supervised Representation Learning for 3D Brain MRI Motion Artifact Reduction.42606966 · Safari, Mojtaba, Wang, Shansong, Eidex, Zach et al.2026 · 0 citationsIEEE transactions on medical imaging. 2026;PP
MRI super-resolution in ten sampling steps using a diffusion bridge model2608.08819v1 · Mojtaba Safari, Hang Yu, Zach Eidex et al.2026 · 0 citationsarXiv
One-for-All Adaptive Radiotherapy Planning Agent: A Foundation Framework for Daily CBCT-guided Radiotherapy.42523498 · Pan, Shaoyan, Luca, Kirk Jon, Gao, Yuan et al.2026 · 0 citationsArXiv. 2026
A generalist biomedical vision-language model via multi-CLIP knowledge distillation.42270629 · Wang, Shansong, Jin, Zhecheng, Hu, Mingzhe et al.2026 · 1 citationNature communications. 2026;17(1)
Universal CT Representations from Anatomy to Disease Phenotype through Agglomerative Pretraining2605.21906v2 · Yuheng Li, Yuan Gao, Haoyu Dong et al.2026 · 0 citationsarXiv
Efficient vision mamba for MRI super-resolution via hybrid selective scanning.42204783 · Safari, Mojtaba, Wang, Shansong, Wildman, Vanessa L et al.2026 · 1 citationMedical physics. 2026;53(5):e70508
BrainDINO: A Brain MRI Foundation Model for Generalizable Clinical Representation Learning2604.27277v3 · Yizhou Wu, Shansong Wang, Yuheng Li et al.2026 · 0 citationsarXiv
MedLVR: Latent Visual Reasoning for Reliable Medical Visual Question Answering2604.09757v2 · Suyang Xi, Songtao Hu, Yuxiang Lai et al.2026 · 0 citationsarXiv
Evaluating GPT-5 as a Multimodal Clinical Reasoner: A Landscape Commentary2603.04763v1 · Alexandru Florea, Shansong Wang, Mingzhe Hu et al.2026 · 0 citationsarXiv
Vision foundation model for 3D magnetic resonance imaging segmentation, classification, and registration.41702178 · Wang, Shansong, Safari, Mojtaba, Li, Qiang et al.2026 · 5 citationsMedical image analysis. 2026;110:103992
Efficient Vision Mamba for MRI Super-Resolution via Hybrid Selective Scanning.41479458 · Safari, Mojtaba, Wang, Shansong, Wildman, Vanessa L et al.2026 · 0 citationsArXiv. 2026
Low-Dose CT Imaging Using a Regularization-Enhanced Efficient Diffusion Probabilistic Model.41281195 · Li, Qiang, Safari, Mojtaba, Wang, Shansong et al.2026 · 0 citationsArXiv. 2025
Res-MoCoDiff: residual-guided diffusion models for motion artifact correction in brain MRI.41061726 · Safari, Mojtaba, Wang, Shansong, Li, Qiang et al.2025 · 4 citationsPhysics in medicine and biology. 2025;70(20)
Foundation model based multimodal transformer framework for survival analysis in HER2 stratified breast cancer.40997874 · Li, Qiang, Wang, Shansong, Safari, Mojtaba et al.2025 · 3 citationsPhysics in medicine and biology. 2025;70(20)
Res-MoCoDiff: Residual-guided diffusion models for motion artifact correction in brain MRI.40386577 · Safari, Mojtaba, Wang, Shansong, Li, Qiang et al.2025 · 0 citationsArXiv. 2025
DINOv3 with Test-Time Training for Medical Image Registration2508.14809v1 · Shansong Wang, Mojtaba Safari, Mingzhe Hu et al.2025 · 0 citationsarXiv
Is ChatGPT-5 Ready for Mammogram VQA?2508.11628v1 · Qiang Li, Shansong Wang, Mingzhe Hu et al.2025 · 0 citationsarXiv
Benchmarking GPT-5 for Zero-Shot Multimodal Medical Reasoning in Radiology and Radiation Oncology2508.13192v1 · Mingzhe Hu, Zach Eidex, Shansong Wang et al.2025 · 5 citationsarXiv
Performance of GPT-5 in Brain Tumor MRI Reasoning2508.10865v1 · Mojtaba Safari, Shansong Wang, Mingzhe Hu et al.2025 · 5 citationsarXiv
Capabilities of GPT-5 on Multimodal Medical Reasoning2508.08224v2 · Shansong Wang, Mingzhe Hu, Qiang Li et al.2025 · 26 citationsarXiv
Unifying Biomedical Vision-Language Expertise: Towards a Generalist Foundation Model via Multi-CLIP Knowledge Distillation2506.22567v1 · Shansong Wang, Zhecheng Jin, Mingzhe Hu et al.2025 · 0 citationsarXiv
MRI super-resolution reconstruction using efficient diffusion probabilistic model with residual shifting.40093364 · Safari, Mojtaba, Wang, Shansong, Eidex, Zach et al.2025 · 18 citationsArXiv. 2025
Triad: Vision Foundation Model for 3D Magnetic Resonance Imaging.40162210 · Wang, Shansong, Safari, Mojtaba, Li, Qiang et al.2026 · 6 citationsResearch square. 2025
A Physics-Informed Deep Learning Model for MRI Brain Motion Correction.39990792 · Safari, Mojtaba, Wang, Shansong, Eidex, Zach et al.2025 · 7 citationsArXiv. 2025
Informed-Learning-Guided Visual Question Answering Model of Crop Disease.39687877 · Zhao, Yunpeng, Wang, Shansong, Zeng, Qingtian et al.2026 · 8 citationsPlant phenomics (Washington, D.C.). 2024;6:0277
DIC-Transformer: interpretation of plant disease classification results using image caption generation technology.38333041 · Zeng, Qingtian, Sun, Jian, Wang, Shansong2024 · 14 citationsFrontiers in plant science. 2023;14:1273029
EDIRNet: an unsupervised deformable registration model for X-ray and neutron images.37855468 · Zeng, Qingtian, Yang, Congli, Gan, Quan et al.2023 · 1 citationApplied optics. 2023;62(29):7611-7620
Career total: 68 works. 30 are in this corpus.
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