A geometry aware framework enhances noninvasive mapping of whole human brain dynamics
Using brain shape to map electrical signals more accurately across the whole brain
A new method called Geometric Basis Functions uses each person's unique brain shape to better pinpoint where electrical activity originates during EEG and MEG scans. The technique works by breaking down the brain's surface into natural geometric patterns and combining them to reconstruct neural activity, and tests show it achieves higher accuracy than existing approaches across multiple types of brain data.
Current brain imaging methods often place neural activity in the wrong location or require oversimplified assumptions about how the brain is organized. This approach leverages individual brain anatomy to make non-invasive scans more precise, which could improve diagnosis of conditions like epilepsy and strengthen neuroscience research by capturing faster, more detailed maps of how different brain regions communicate.