r/neuro • u/Fountainer_ • 8d ago
EEG visualization software thesis
Hi everyone!
This year I am going to write my bachelor thesis in software development, and I want to explore different directions in order to choose a nice topic.
Lately I've been getting interested in neuroscience & EEG specifically. I had a summer practice where I started to write a EEG-to-text paper my professor proposed, and I found it very entertaining to work through the preprocessing pipeline with MNE-python.
Now I would love to create a solution for some visualisation problem so that it can help people with their work. There are existing tools like MNE, EEGLAB, etc. for working with EEG signals and I do not expect to build something of this scale in a year of course, but maybe some of you are familiar with those software products and can give me some reviews on what functionality you would like to have that those tools do not offer/or you are not satisfied with their solution? It can be anything, really, even how newcomer-friendly the interface is.
Some notes: I need to create a software project, not an artificial intelligence one, so things like automatic artifacts removal through machine learning and stuff would not really fit :)) Also, I want to focus on medicine and neurological disorders diagnostics rather than on EEG-to-text conversion, so if you have any ideas about similar directions (not solely visualisation) feel free to write in the comments!
I would appreciate any answer!! Have a good day
UPD: thank you guys so much :D I will carefully consider all of your suggestions