icon-lab/BolT
Fused Window Transformers for fMRI Time Series Analysis (https://www.sciencedirect.com/science/article/pii/S1361841523001019)
This project helps neuroscientists and brain researchers analyze fMRI time series data to understand brain activity patterns. It takes raw 4D fMRI datasets or pre-extracted Regions of Interest (ROI) data as input and outputs classifications of brain states or conditions, along with relevancy maps and target site visualizations showing which brain regions are most active or important for specific tasks. This is ideal for researchers studying neurological conditions or cognitive functions.
No commits in the last 6 months.
Use this if you are a neuroscientist or researcher working with fMRI data and need to classify brain states or identify significant brain regions related to specific tasks or conditions.
Not ideal if you are not working with fMRI data or if your primary goal is real-time fMRI analysis rather than post-acquisition research.
Stars
34
Forks
6
Language
Python
License
GPL-3.0
Last pushed
Jun 21, 2023
Commits (30d)
0
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