Enhancing SNR in Chemical Exchange Saturation Transfer imaging: a Deep Learning Approach with a Denoising Convolutional Autoencoder (DCAE-CEST).

Yashwant Kurmi Malvika Viswanathan Zhongliang Zu

Published in: bioRxiv : the preprint server for biology (2024)

The DCAE-CEST can learn the most important features of the CEST Z-spectrum and provide the most effective denoising solution compared to other methods.

Keyphrases

deep learning
convolutional neural network
high resolution
artificial intelligence
machine learning
neural network
mass spectrometry
photodynamic therapy