Generative adversarial networks for image super-resolution: A survey

C Tian, X Zhang, JCW Lin, W Zuo, Y Zhang… - ar** review of magnetic resonance angiography and perfusion image synthesis
R Lamontagne-Caron, S Duchesne - Frontiers in Dementia, 2024 - frontiersin.org
Introduction Deregulation of the cerebrovascular system has been linked to
neurodegeneration, part of a putative causal pathway into etiologies such as Alzheimer's …

Unsupervised representation learning for 3D MRI super resolution with degradation adaptation

J Liu, H Li, T Huang, E Ahn, K Han, A Razi… - ar** Perception-enhanced Cycle-consistent Generative Adversarial Network for Super-resolution of Brain MRI images
J Sun, J Jiang, R Ling, L Wang, J Jiang… - 2023 45th Annual …, 2023 - ieeexplore.ieee.org
As an effective tool for visualizing neurodegeneration, high-resolution structural magnetism
facilitates quantitative image analysis and clinical applications. Super-resolution …

Generative Adversarial Network (GAN) for Medical Image Synthesis and Augmentation

Z Liang - 2022 - yorkspace.library.yorku.ca
Medical image processing aided by artificial intelligence (AI) and machine learning (ML)
significantly improves medical diagnosis and decision making. However, the difficulty to …