Search Results for author: Karla L. Miller

Found 1 papers, 0 papers with code

Enhance the Image: Super Resolution using Artificial Intelligence in MRI

no code implementations19 Jun 2024 Ziyu Li, Zihan Li, Haoxiang Li, Qiuyun Fan, Karla L. Miller, Wenchuan Wu, Akshay S. Chaudhari, Qiyuan Tian

This chapter provides an overview of deep learning techniques for improving the spatial resolution of MRI, ranging from convolutional neural networks, generative adversarial networks, to more advanced models including transformers, diffusion models, and implicit neural representations.

Image Super-Resolution

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