Medical CT image amplification and reconstruction system based on deep learning

Shuwang Chen; Yun Wang; Meng Wang

doi:10.1117/12.2599491

9 October 2021 Medical CT image amplification and reconstruction system based on deep learning

Shuwang Chen, Yun Wang, Meng Wang

Proceedings Volume 11897, Optoelectronic Imaging and Multimedia Technology VIII; 118970B (2021) https://doi.org/10.1117/12.2599491
Event: SPIE/COS Photonics Asia, 2021, Nantong, JS, China

Abstract

Medical CT image amplification and reconstruction system based on deep learning.Shu wang Chen, Yun Wang, Meng Wang .Institute of Information Science and Engineering, Hebei University of Science and Technology, Shijiazhuang. SRGAN (Super-Resolution Generative Adversarial Networks) algorithm is used in the system and the medical CT image super-resolution reconstruction is completed. The medical CT image processed by this method can better reflect the various details of the image, which is conducive to the observation and correct diagnosis for the doctors.

Conference Presentation

Citation Download Citation

Shuwang Chen, Yun Wang, and Meng Wang "Medical CT image amplification and reconstruction system based on deep learning", Proc. SPIE 11897, Optoelectronic Imaging and Multimedia Technology VIII, 118970B (9 October 2021); https://doi.org/10.1117/12.2599491

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