I want to propose a new diagnostic matrix based on the weighted entropy (WE) technique to identify the different EEG channels and brain regions underlying attention deficit hyperactivity disorder (ADHD) which involves abnormal brain electrical activity (BEA), The basic idea is to demonstrate which brain area and electroencephalogram (EEG) channels are contributing more in ADHD.
I have implemented this idea and, the results suggested that the WE value across [temporal (T7, T8), and parietal lobe (P3, P7 and Pz)] channels show a higher contribution rate (weights) in distinguishing between the two groups.
I have read the literature most (all) of the researchers used bands of EEG signals to show which band (theta, gamma, beta) contributed more to ADHD.
The question is I don’t know whether this idea is feasible or not.
Hi,
Your idea of using WE in EEG analysis for ADHD diagnosis seems feasible, especially if initial results show promise. Just ensure you validate it against traditional band-based methods.
Hope this helps.
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