Enhance the image: Super resolution in MRI

Li Z., Li Z., Li H., Fan Q., MILLER K., Wu W., Chaudhari A., Tian Q.

By giving an interdisciplinary presentation and discussion on the obstacles and possible solutions for the clinical translation of machine learning methods, this book enables the evolution of machine learning in medical imaging for the next ...

DOI

10.1016/B978-0-443-14109-6.00008-0

Type

Chapter

Publisher

Elsevier

Publication Date

2025-09-01T00:00:00+00:00

Keywords

Convolutional neural network, Deep learning, Diffusion model, Generative adversarial network, Implicit neural representation, Loss function, Single-image super-resolution, Transfer learning, Transformer, Uncertainty estimation

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