Publications by authors named "Gustavo Pineda"
Front Neurosci
October 2024
Article Synopsis
- MRI is essential for diagnosing and monitoring multiple sclerosis (MS), but standard scans often have limited resolution due to thick slices, which affects automated analysis.
- This study introduces a single-image super-resolution (SR) reconstruction framework using convolutional neural networks (CNN) to enhance MRI resolution in individuals with MS.
- The results show that the SR method significantly improves MRI reconstruction accuracy and lesion segmentation, making it a valuable tool for analyzing low-resolution MRI data in clinical settings.
