Radiation Physics & Imaging Laboratory
Spectral X-ray & CT Imaging
Functional X-ray imaging using multiple energy techniques.
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Virtual Monochromatic Imaging (VMI) could be useful tool for beam hardening correction.
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Material decomposition technique provides more imformation about specific target material.
Tomography Reconstruction
Reconstruction techniques for improving image quality and reducing reconstruction time.
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Analytic(FBP) & iterative method
Digital Tomosynthesis
System optimization & Development of imaging techniques for digital tomosynthesis (DT)
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System modeling
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4D radiotherapy using DT real-time imaging
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s-IGDT imaging technique
Deep Learning
High-quality medical image acquisition through deep-learning algorithms.
Artifact reduction Denoising & Deblurring
Denoising in the chest and head CT images using the proposed DRL model.
High-quality medical image acquisition through deep reinforcement learning (DRL) model.
