EEG Spectrogram: A Python Flask EEG Analysis Tool
You can try the tool here: https://bionichaos.com/Spectrogram/
In this video, I showcase EEG Spectrogram tool, a Flask application designed for wavelet noise removal in EEG data. The tool effectively differentiates between baseline EEG and anomalies like seizures. I demonstrate the application's functionality, noting some performance issues likely due to server overload during the live stream. I encourage viewers to test the tool themselves and provide feedback.
Timestamps:
(00:00) Introduction to Spectrogram, a Flask application
(00:06) Features of Spectrogram: Wavelet noise removal
(00:13) Demonstrating EEG data differentiation
(00:19) Identifying seizures in EEG data
(00:26) Invitation to test the application
(00:32) Observing a performance issue
(00:44) Testing for seizures in EEG data
(00:50) Discussing delays and performance
(01:03) Impact of live streaming on server performance
I use GitHub Copilot and ChatGPT for development.
The tools I develop are available on https://bionichaos.com
You can support my work on / bionichaos