Search Results - compressed+sensing

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Stabilizing Deep Tomographic Reconstruction Networks
RPI ID: 2021-007-201 Innovation Summary: A hybrid image reconstruction system combines model-based and data-driven techniques to improve image quality across modalities. The architecture integrates physics-informed priors with deep learning algorithms to reduce noise and artifacts. It supports real-time processing and is adaptable to CT, MRI, and PET...
Published: 3/10/2026   |   Inventor(s): Weiwen Wu, Wenxiang Cong, Hengyong Yu, Ge Wang
Keywords(s): analytic reconstruction, compressed sensing, deep learning, iterative reconstruction, tomographic imaging
Category(s): Computational Science and Engineering
Medical Imaging Software that Improves Image Quality Without Exposing Patient to Longer X-Rays
Algorithm Enables Precise Verification of Mobile Internal Organs and Tumors Using Image ReconstructionThis software reconstructs high quality Four-Dimensional Cone-Beam Computer Tomography (4D-CBCT) images using limited imaging projections and a standard free breathing CBCT scan. Roughly two–thirds of all cancer patients receive radiotherapy to...
Published: 1/20/2026   |   Inventor(s): Bo Lu, Yunmei Chen, Chunjoo Park, Hao Zhang
Keywords(s): 4DCBCT, compressed sensing, iterative image reconstruction, cmpressed sen, online-IGRT
Category(s): Technology Classifications > Engineering > Computer Science, Technology Classifications > Human Health Care > Therapeutics, Technology Classifications > Medical Devices > Others