Fuzzy deconvolution of neuronal events in Functional Magnetic Resonance Imaging

Alejandro Veloz,Wael El-Deredy,Alejandro Weinstein,Juan Zamora,Claudio Moraga,Daniele Marinazzo

International Conference on Knowledge-Based Intelligent Information & Engineering Systems（2023）

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摘要

The variability in the shape of the Blood Oxygenation Level Dependent (BOLD) response, as measured in Functional Magnetic Resonance Imaging (fMRI), can introduce significant uncertainty and inaccuracies in estimating brain connectivity and detecting brain activity. To address this issue, this paper proposes a fuzzy method that offers enhanced robustness in dealing with the inherent uncertainty associated with the brain's response in fMRI data.

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关键词

Fuzzy Hemodynamic Response Function,Functional MRI,Neural events deconvolution

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