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What is Neural Networks Enhance ASL Parameter Estimation about?

This research article presents a study on enhancing parameter estimation in multiparametric arterial spin labeling (MP-ASL) using artificial neural networks. The study compares the performance of supervised deep neural networks (DNNSup), physics-informed unsupervised deep neural networks (DNNUns), and conventional lookup table methods, demonstrating that DNNSup offers superior accuracy, noise immunity, and faster computation times. The findings indicate that both DNNSup and DNNUns effectively detect task-in

Author

yininghe2028

Language

EN