NMR in biomedicineSignal-To-Noise RatioMagnetic Resonance ImagingDeep LearningAnimalsMice
Enhancing SNR of CEST MRI Through Noise-to-Noise Deep Learning With K-Space Data Consistency.
Huabing Liu, Ziyi Xia, Lok Hin Law, Zilin Chen, Jianpan Huang, Dinggang Shen, Kannie W Y Chan
Published: 202510.1002/nbm.70159
Abstract
Tha aim of this study is to develop a deep learning-based retrospective denoising method, via noise-to-noise (N2N) CEST, to enhance the SNR of acquired CEST images. The N2NCEST model was trained using pairs of noisy CEST images through a N2N deep lea…
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