NeuroImage
The evaluation of DUNE: a U-Net-based neural network to denoise multi-echo fMRI data.
Peter Van Schuerbeek, Manon Roose, Alina Monica Ionescu, Maarten Naeyaert, Hubert Raeymaekers
Published: 202610.1016/j.neuroimage.2026.121749
Abstract
Task based fMRI data suffers from scanner and physiologic noise. Consequently, finding the task based BOLD responses out of the noise is challenging. To improve the power to detect the BOLD responses, multi-echo (ME) fMRI combined with ICA based deno…
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