Article and Image Enhancement - Diagnostic Imaging Brief

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Image Enhancement

Super-resolution application of GAN on brain time-of-flight MR angiography

European Society of Radiology: AI

MAY 1, 2023

GAN could be a promising approach for obtaining higher resolution TOF-MRA from images scanned in a fraction of time. With optimally adjusted training parameters, the GAN model did not degrade diagnostic performance by generating substantial false positives or false negatives.

Diagnostic

Diagnostic Imaging Image Enhancement Disease

Deep learning image reconstruction improves DECT image quality

European Society of Radiology: AI

MAY 22, 2023

Article: Deep learning image reconstruction algorithm reduces image noise while alters radiomics features in dual-energy CT in comparison with conventional iterative reconstruction algorithms: a phantom study Authors: Jingyu Zhong, Yihan Xia, Yong Chen, Jianying Li, Wei Lu, Xiaomeng Shi, Jianxing Feng, Fuhua Yan, Weiwu Yao & Huan Zhang

Imaging

Imaging Computed Tomography Clinic Image Enhancement

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Super-resolution application of GAN on brain time-of-flight MR angiography

Deep learning image reconstruction improves DECT image quality

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