Circular LSTM for Low-Dose Sinograms Inpainting

Computed tomography (CT) is usually accompanied by a long scanning time and substantial patient radiation exposure. Sinograms are the basis for constructing CT scans; however, continuous sinograms may highly overlap, resulting in extra radiation exposure. This paper proposes a deep learning model to...

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Bibliographic Details
Main Authors: Chin Kuo, Tzu-Ti Wei, Jen-Jee Chen, Yu-Chee Tseng
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10182249/