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CT Super-resolution GAN Constrained by the Identical, Residual, and Cycle Learning Ensemble (GAN-CIRCLE)
RPI ID: 2019-005-201 / 2019-005-601Innovation Summary:This invention introduces a deep learning framework called GAN-Circle for super-resolution reconstruction in computed tomography (CT) imaging. The system is based on a generative adversarial network (GAN) architecture constrained by three synergistic learning strategies: identical mapping, residual...
Published: 7/21/2025
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Updated: 7/3/2025
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Inventor(s): Ge Wang, Chenyu You, Wenxiang Cong, Hongming Shan, Guang Li
Keywords(s): High-resolution CT image, Image super resolution, low-resolution CT image
Category(s): Computational Science and Engineering
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Novel Detection Scheme for X-ray Small-angle Scattering
RPI ID: 2018-011-401 / 2018-011-601Innovation Summary:This invention introduces a novel detection scheme for X-ray small angle scattering (SAXS) that enhances sensitivity and spatial resolution for nanoscale structural analysis. The system employs a specialized detector configuration and signal processing method to capture scattered X-rays with improved...
Published: 7/21/2025
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Updated: 7/3/2025
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Inventor(s): Ge Wang, Guang Li, Wenxiang Cong
Keywords(s):
Category(s): Biotechnology and the Life Sciences
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Stationary In-vivo Grating-enabled Micro-CT Architecture (SIGMA)
RPI ID: 2018-013-401Innovation Summary:This invention introduces a stationary in-vivo grating-enabled micro-CT system, known as SIGMA. The architecture eliminates the need for mechanical rotation by using a fixed array of X-ray sources and detectors arranged in a circular geometry. Grating-based interferometry is integrated into the system to enhance...
Published: 7/21/2025
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Updated: 7/3/2025
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Inventor(s): Ge Wang, Qingsong Yang, Guang Li, Wenxiang Cong
Keywords(s):
Category(s): Biotechnology and the Life Sciences
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