GM
Genwei Ma
Tomography, X-Ray ComputedImage Processing, Computer-Assistedcs.CVdeep learningFourier transformAlgorithmsblock reconstruction networkcomputed tomographycs.AICT reconstruction
On Valency
published · living versionsW_8tsmp43e·v1 · currentpublished
FFAI: Flow Matching with Feedback Training and Adaptive Initialization for CT Reconstruction
with Jigang Duan, Heran Wang, Xing Zhao
1 version
Preprints & journals
9 papers in the corpus · 2019–2026Learned proximal gradient flow matching for limited-angle CT reconstruction.42849508 · Ma, Genwei, Xia, Dimeng, He, Yutong et al.2026 · 0 citationsPhysics in medicine and biology. 2026
LUCID: Learned Undersampling-Adaptive Consistency-Guided Inference with Deterministic Flow Matching for Sparse-View CT Reconstruction2606.16212v1 · Jigang Duan, Jiayi Wang, Heran Wang et al.2026 · 0 citationsarXiv
Beyond Fixed Inference: Quantitative Flow Matching for Adaptive Image Denoising2604.02392v1 · Jigang Duan, Genwei Ma, Xu Jiang et al.2026 · 0 citationsarXiv
Multi-domain information fusion diffusion model (MDIF-DM) for limited-angle computed tomography.40534498 · Ma, Genwei, Xia, Dimeng, Zhao, Shusen2025 · 0 citationsJournal of X-ray science and technology. 2025;33(5):935-944
Fourier-enhanced high-order total variation (FeHOT) iterative network for interior tomography.40179937 · Ma, Genwei, Zhao, Xing, Zhu, Yining et al.2025 · 2 citationsPhysics in medicine and biology. 2025;70(9)
Dual-domain joint learning reconstruction method (JLRM) combined with physical process for spectral computed tomography10.1101/2024.01.22.24301600v1 · Ma, G., Zhao, X.2024 · 2 citationsmedRxiv
Projection-to-image transform frame: a lightweight block reconstruction network for computed tomography.34879357 · Ma, Genwei, Zhao, Xing, Zhu, Yining et al.2022 · 10 citationsPhysics in medicine and biology. 2022;67(3)
A neural network with encoded visible edge prior for limited-angle computed tomography reconstruction.34482570 · Ma, Genwei, Zhang, Yinghui, Zhao, Xing et al.2021 · 12 citationsMedical physics. 2021;48(10):6464-6481
Learning image from projection: a full-automatic reconstruction (FAR) net for sparse-views computed tomography1901.03454v2 · Genwei Ma, Yining Zhu, Xing Zhao2019 · 2 citationsarXiv
Career total: 14 works. 9 are in this corpus.
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