Deep‐learning‐based super‐resolution for accelerating chemical exchange saturation transfer MRI

RS Pemmasani Prabakaran, SW Park… - NMR in …, 2024 - Wiley Online Library
Chemical exchange saturation transfer (CEST) MRI is a molecular imaging tool that provides
physiological information about tissues, making it an invaluable tool for disease diagnosis …

COMET: Cross-space Optimization-based Mutual learning network for super-resolution of CEST-MRI

S Wu, W Chen, Z Li, S Wang, H Sun… - IEEE Journal of …, 2023 - ieeexplore.ieee.org
Chemical Exchange Saturation Transfer Magn-etic Resonance Imaging (CEST-MRI) is a
promising approach for detecting tissue metabolic changes. However, due to the constraints …

Attention-Based MultiOffset Deep Learning Reconstruction of Chemical Exchange Saturation Transfer (AMO-CEST) MRI

Z Yang, D Shen, KWY Chan… - IEEE Journal of …, 2024 - ieeexplore.ieee.org
One challenge of chemical exchange saturation transfer (CEST) magnetic resonance
imaging (MRI) is the long scan time due to multiple acquisitions of images at different …

Boosting quantification accuracy of chemical exchange saturation transfer MRI with a spatial–spectral redundancy‐based denoising method

X Chen, J Wu, Y Yang, H Chen, Y Zhou… - NMR in …, 2024 - Wiley Online Library
Chemical exchange saturation transfer (CEST) is a versatile technique that enables
noninvasive detections of endogenous metabolites present in low concentrations in living …

[HTML][HTML] Deep learning for dense Z-spectra reconstruction from CEST images at sparse frequency offsets

G Xiao, X Zhang, H Tang, W Huang, Y Chen… - Frontiers in …, 2024 - frontiersin.org
A direct way to reduce scan time for chemical exchange saturation transfer (CEST)-magnetic
resonance imaging (MRI) is to reduce the number of CEST images acquired in experiments …

Deep learning to reconstruct quasi‐steady‐state chemical exchange saturation transfer from a non‐steady‐state experiment

G Xiao, X Zhang, G Yang, Y Jia, G Yan… - NMR in …, 2023 - Wiley Online Library
The insufficiently long RF saturation duration and relaxation delay in chemical exchange
saturation transfer (CEST)‐MRI experiments may result in underestimation of CEST …

Fast chemical exchange saturation transfer imaging based on PROPELLER acquisition and deep neural network reconstruction

C Guo, J Wu, JT Rosenberg, T Roussel… - Magnetic …, 2020 - Wiley Online Library
Purpose To develop a method for fast chemical exchange saturation transfer (CEST)
imaging. Methods The periodically rotated overlapping parallel lines enhanced …

DeepCEST: 9.4 T Chemical exchange saturation transfer MRI contrast predicted from 3 T data–a proof of concept study

M Zaiss, A Deshmane, M Schuppert… - Magnetic resonance …, 2019 - Wiley Online Library
Purpose To determine the feasibility of employing the prior knowledge of well‐separated
chemical exchange saturation transfer (CEST) signals in the 9.4 TZ‐spectrum to separate …

Scan-specific Unsupervised Highly Accelerated Non-Cartesian CEST Imaging using Implicit Neural Representation and Explicit Sparse Prior

B Liu, H She, YP Du - IEEE Transactions on Biomedical …, 2024 - ieeexplore.ieee.org
Objective: Chemical exchange saturation transfer (CEST) is a promising magnetic
resonance imaging (MRI) technique. CEST imaging usually requires a long scan time, and …

[HTML][HTML] An end-to-end LSTM-Attention based framework for quasi-steady-state CEST prediction

W Yang, J Zou, X Zhang, Y Chen, H Tang… - Frontiers in …, 2024 - frontiersin.org
Chemical exchange saturation transfer (CEST)-magnetic resonance imaging (MRI) often
takes prolonged saturation duration (Ts) and relaxation delay (Td) to reach the steady state …