Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International ConferenceHumansElectroencephalographyMagnetic Resonance ImagingBrainNeural Networks
From Brainwaves to Brain Scans: A Robust Neural Network for EEG-to-fMRI Synthesis.
Kristofer Roos, Atsushi Fukuda, Quan Huu Cap
Published: 202510.1109/EMBC58623.2025.11253321
Abstract
While functional magnetic resonance imaging (fMRI) offers valuable insights into brain activity, it is limited by high operational costs and significant infrastructural demands. In contrast, electroencephalography (EEG) provides millisecond-level pre…
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