GW
Ge Wang
cs.CVphysics.med-pheess.IVAlgorithmscs.LGTomography, X-Ray ComputedImage Processing, Computer-Assistedcs.AIDeep Learningdeep learning
On Valency
published · living versionsW_ts775jxa·v1 · currentpublished
Guidance-Coupled Nullspace Drifting for One-Step Medical Image Reconstruction
with M. Tuna Alatan, Agah Server Tapan, Şaban Öztürk, Muhammad Usama Mirza +2
1 version
Preprints & journals
637 papers in the corpus · 1993–2026Short-Trajectory artifact-reversal diffusion for CCTA calcium deblooming.42847544 · Nafee, Mahmud Wasif, Shao, Muhan, Wiedeman, Christopher et al.2026 · 0 citationsJournal of X-ray science and technology. 2026:8953996261491999
PEEL-DDPM: Physics-Enabled Evidential Learning for the Denoising Diffusion Probabilistic Model2609.31742v1 · Ge Wang2026 · 0 citationsarXiv
Combinatorial Network-Based Manifold Topological Deep Learning for Image Analysis.42818474 · Wachira, Alice, Liu, Xiang, Su, Zhe et al.2026 · 0 citationsArXiv. 2026
A discrete generative model of neuronal spiking activity on microelectrode arrays2609.23907v1 · Md Sayed Tanveer, Mohammed A. Mostajo-Radji, Ge Wang2026 · 0 citationsarXiv
PEEL: Physics-Enabled Evidential Learning for Identifiable Uncertainty in CT Imaging2609.29599v1 · Ge Wang2026 · 0 citationsarXiv
Material-dependent effects of x-ray pre-filtration on material decomposition in photon-counting CT.42586167 · Aubrey, Jacob D, Perkinson, Emmett P, Wang, Ge et al.2026 · 0 citationsPhysics in medicine and biology. 2026;71(16)
Theoretical Study on the Evidential Learning-based Variational Autoencoder2609.27853v1 · Ge Wang2026 · 0 citationsarXiv
Foundation Models for Medical Imaging: Status, Challenges, and Directions.42616634 · Niu, Chuang, Wu, Pengwei, Man, Bruno De et al.2026 · 1 citationIEEE transactions on medical imaging. 2026;PP
Decoupling Is Not Identification: Supervised Evidential Learning in Next-Token Prediction2609.26268v1 · Ge Wang2026 · 0 citationsarXiv
ELVAE: Evidential Learning-Based Variational Autoencoder for Uncertainty-Aware Generation2608.10398v2 · Ge Wang2026 · 0 citationsarXiv
Evaluation of Silicon-Based Photon-Counting CT for Coronary Stenosis Quantification with Realistic Coronary Artery Phantoms2608.06158v1 · Maria Jose Medrano, Jed Pack, Stephen Araujo et al.2026 · 0 citationsarXiv
Hyper-Compression: Model Compression via Hyperfunction.41824334 · Fan, Feng-Lei, Fan, Juntong, Wang, Dayang et al.2026 · 0 citationsIEEE transactions on pattern analysis and machine intelligence. 2026;48(8):8813-8830
ELECTRIC: Evidential Learning-Enhanced CT Reconstruction via Iterative Correction2608.00060v1 · Ge Wang2026 · 0 citationsarXiv
FORCE-Interior: Measurement-Consistent Adaptation of a Poisson-Flow Generative Prior for Interior CT2607.14320v2 · Kang Chen, Wenjun Xia, Jianxu Wang et al.2026 · 0 citationsarXiv
Functional motif detection via in silico ablation using AlphaGenome.42561152 · Liang, Yuxuan, Dziadowicz, Sebastian A, Wang, Lei et al.2026 · 0 citationsBriefings in bioinformatics. 2026;27(4)
Self-Auditing Residual Drifting for Pathology-Preserving Accelerated Knee MRI2607.02428v1 · Qing Lyu, Jianxu Wang, Mohammad Kawas et al.2026 · 0 citationsarXiv
ZS-KAN: Zero-Shot Image Denoising With Lightweight Kolmogorov--Arnold Networks.41343303 · Wang, Jianxu, Wang, Ge2026 · 0 citationsIEEE transactions on bio-medical engineering. 2026;73(7):2602-2611
Learning Directional Semantic Transitions for Longitudinal Chest X-ray Analysis2606.15938v1 · Zhangfeng Hu, Zefan Yang, Ge Wang et al.2026 · 0 citationsarXiv
Imaging foundation model for universal enhancement of non-ideal measurement CT.42236476 · Ge, Rongjun, Liu, Yuxin, Wu, Zhan et al.2026 · 0 citationsNature communications. 2026;17(1)
Tomographic Foundation Model-FORCE: Flow-Oriented Reconstruction Conditioning Engine.41770981 · Xia, Wenjun, Niu, Chuang, Wang, Ge2026 · 1 citationIEEE transactions on medical imaging. 2026;45(6):3137-3149
HypothesisMed: Inference-Time Answer Fusion and Structured Hypothesis-Space Reporting for Biomedical Question Answering2606.00971v1 · Md Motaleb Hossen Manik, Ge Wang2026 · 0 citationsarXiv
RDDM: A Residual-Driven Drifting Model for High-Fidelity Low-Dose CT Denoising2605.17188v1 · Jianxu Wang, Qing Lyu, Ge Wang2026 · 0 citationsarXiv
Towards quality control and harmonization of deep learning CT radiomics: An in-silico feasibility study with virtual colorectal liver metastases.42169495 · Venugopal, Mamatha, Ramani, Sathish, Peoples, Jacob J et al.2026 · 0 citationsMedical physics. 2026;53(5):e70500
The current and future landscape of AI foundation models for cancer management.42045240 · Niu, Chuang, Wang, Ge2026 · 0 citationsNature communications. 2026;17(1)
MILU: a consensus ensemble benchmark for multimodal medical imaging lecture understanding.41994492 · Manik, Md Motaleb Hossen, Islam, Md Zabirul, Wang, Ge2026 · 0 citationsJournal of medical imaging (Bellingham, Wash.). 2026;13(6):062202
MEDI-SLATE: medical imaging slide-lecture aligned teaching ensemble.41979799 · Manik, Motaleb Hossen, Islam, Zabirul, Wang, Ge2026 · 0 citationsVisual computing for industry, biomedicine, and art. 2026;9(1)
Unified Deployment-Aware Evaluation of Open Reasoning Language Models2604.07035v3 · Md Motaleb Hossen Manik, Ge Wang2026 · 1 citationarXiv
MRI-to-CT synthesis using drifting models2603.28498v2 · Qing Lyu, Jianxu Wang, Jeremy Hudson et al.2026 · 0 citationsarXiv
Dose-aware diffusion model for 3D PET image denoising: Multi-institutional validation with reader study and real low-dose data.41930496 · Xie, Huidong, Gan, Weijie, Bayerlein, Reimund et al.2026 · 8 citationsMedical image analysis. 2026;111:104039
KoopmanFlow: Spectrally Decoupled Generative Control Policy via Koopman Structural Bias2603.13781v1 · Chengsi Yao, Ge Wang, Kai Kang et al.2026 · 0 citationsarXiv
Emergent decentralized regulation in a purely synthetic society2604.06199v1 · Md Motaleb Hossen Manik, Ge Wang2026 · 0 citationsarXiv
Privacy-Preserving Latent Diffusion-Based Synthetic Medical Image Generation.41052162 · Shi, Yongyi, Xia, Wenjun, Niu, Chuang et al.2026 · 4 citationsIEEE transactions on medical imaging. 2026;45(3):1140-1151
Deep Few-View High-Resolution Photon-Counting CT at Halved Dose for Extremity Imaging.41071701 · Li, Mengzhou, Niu, Chuang, Wang, Ge et al.2026 · 2 citationsIEEE transactions on medical imaging. 2026;45(3):1193-1207
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
Development of an optically emulated computed tomography scanner for college education.41540182 · Hossen Manik, Md Motaleb, Muldowney, William, Islam, Md Zabirul et al.2026 · 1 citationVisual computing for industry, biomedicine, and art. 2026;9(1):2
Anatomically constrained liver CT anomaly detection using healthy priors with diffusion-based inpainting.41646318 · Joshi, Eshan, Shi, Yongyi, Montillo, Albert et al.2026 · 0 citationsResearch square. 2026
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
Artificial-intelligence-driven segmentation and analysis of microbial cells.41586153 · Zhang, Shuang, Coffin, Carleton, Rogers, Karyn L et al.2026 · 3 citationsJournal of biomedical optics. 2026;31(1):016007
Accelerated Physics-guided Diffusion Model for 3D Limited-angle Reconstruction of Cardiac Computed Tomography.42775275 · Han, Shuo, Morovati, Bahareh, Liu, Yongtong et al.2026 · 3 citationsIEEE transactions on radiation and plasma medical sciences. 2026;10(7):1088-1098
ALIVE: An Avatar-Lecture Interactive Video Engine with Content-Aware Retrieval for Real-Time Interaction2512.20858v1 · Md Zabirul Islam, Md Motaleb Hossen Manik, Ge Wang2025 · 0 citationsarXiv
3One2: One-step Regression Plus One-step Diffusion for One-hot Modulation in Dual-path Video Snapshot Compressive Imaging2512.17578v1 · Ge Wang, Xing Liu, Xin Yuan2025 · 1 citationarXiv
Chest X-Ray Foundation Model With Global and Local Representations Integration.40549526 · Yang, Zefan, Xu, Xuanang, Zhang, Jiajin et al.2025 · 13 citationsIEEE transactions on medical imaging. 2025;44(12):4787-4799
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
X-WIN: Building Chest Radiograph World Model via Predictive Sensing2511.14918v2 · Zefan Yang, Ge Wang, James Hendler et al.2025 · 0 citationsarXiv
Poisson Flow Consistency Training2510.21857v1 · Anthony Zhang, Mahmut Gokmen, Dennis Hein et al.2025 · 0 citationsarXiv
A Computational Perspective on NeuroAI and Synthetic Biological Intelligence.41281231 · Patel, Dhruvik, Tanveer, Md Sayed, Gonzalez-Ferrer, Jesus et al.2025 · 0 citationsArXiv. 2025
Metal artifact reduction and contrast agent performance as a function of source spectral shape.40997890 · Aubrey, Jacob D, Perkinson, Emmett P, Wang, Ge et al.2025 · 1 citationPhysics in medicine and biology. 2025;70(20)
Median2Median: Zero-shot Suppression of Structured Noise in Images.41256876 · Wang, Jianxu, Wang, Ge2025 · 0 citationsArXiv. 2025
Disease-Informed Adaptation of Vision-Language Models.39437273 · Zhang, Jiajin, Wang, Ge, Kalra, Mannudeep K et al.2025 · 5 citationsIEEE transactions on medical imaging. 2025;44(10):3984-3996
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