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Book Synopsis

Deep Learning Techniques for CT Image Denoising and Resolution Enhancement.- , Physically interpretable deep learning reconstruction for photon counting spectral CT.- , Deep learning methods in dual energy CT imaging.- , Performance Evaluation of Implicit Neural Representations in Diagnostic Fan-Beam CT Imaging.- , Learning-Based Material Decomposition for Spectral X-ray Imaging.- , Learning-Based Material Decomposition for Spectral X-ray Imaging.- , Correcting Charge Sharing Distortions in Photon Counting Detectors Utilizing a Spatial-Temporal CNN.- , Machine Learning Approaches for CdZnTe / CdTe Radiation Detectors.- , Enhanced 3D X-ray Tomography: Deep Learning-based Advanced Algorithms for Fiber Instance Segmentation.- , Machine Learning-Based Image Processing in Radiotherapy.- , Deep learning-based image reconstruction of coded-aperture imaging in nuclear security applications.- , Artificial Intelligence for X-ray Photon Counting Technology: Current Status and Future Perspectives.

Deep Learning for Advanced Xray Detection and

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    A Hardback by Krzysztof (Kris) Iniewski

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      View other formats and editions of Deep Learning for Advanced Xray Detection and by Krzysztof (Kris) Iniewski

      Publisher: Springer
      Publication Date: 3/23/2025
      ISBN13: 9783031756528, 978-3031756528
      ISBN10: 3031756525

      Description

      Book Synopsis

      Deep Learning Techniques for CT Image Denoising and Resolution Enhancement.- , Physically interpretable deep learning reconstruction for photon counting spectral CT.- , Deep learning methods in dual energy CT imaging.- , Performance Evaluation of Implicit Neural Representations in Diagnostic Fan-Beam CT Imaging.- , Learning-Based Material Decomposition for Spectral X-ray Imaging.- , Learning-Based Material Decomposition for Spectral X-ray Imaging.- , Correcting Charge Sharing Distortions in Photon Counting Detectors Utilizing a Spatial-Temporal CNN.- , Machine Learning Approaches for CdZnTe / CdTe Radiation Detectors.- , Enhanced 3D X-ray Tomography: Deep Learning-based Advanced Algorithms for Fiber Instance Segmentation.- , Machine Learning-Based Image Processing in Radiotherapy.- , Deep learning-based image reconstruction of coded-aperture imaging in nuclear security applications.- , Artificial Intelligence for X-ray Photon Counting Technology: Current Status and Future Perspectives.

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