Article

Leveraging Deep Learning to Enhance MRI for Brain Disorders

2025-02-12

Abstract excerpt

The limited availability and high cost of 7 Tesla (7T) structural MRI hinder its widespread application despite its superior imaging quality. This study introduces a High Frequency-Generative Adversarial Network (HF-GAN) to predict three-dimensional 7T-equivalent (P7T) images from standard 3T structural MRI scans, offering a cost-effective alternative. HF-GAN was trained on paired 3T and 7T MRI data and validated...

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Literature Corpus work: bfa3ce11-003b-55f1-aca7-88ee81ff8760
DOI: 10.1101/2025.02.10.25321126

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