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Topological analysis of structural brain connectivity differences between autistic and healthy brains using graph matching and machine learning

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abejeyapratap/autism-connectome

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Structural Network Topological Analysis of Alterations in Autism

This research work began as a final project for a graduate computational neuroscience class, which eventually led to a poster and conference publication.

brainMatching contains the source code and files for all experiments run.

System Requirements

  • Ubuntu 20.04
  • Python 3.8

Setup

  1. Install mini-conda from https://docs.conda.io/en/latest/miniconda.html
  2. Clone this repo and run the following commands:
  3. conda env create -f environment.yml
  4. conda activate connectomics
  5. Install Python, C++, and Jupyter extensions in VSCode

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Topological analysis of structural brain connectivity differences between autistic and healthy brains using graph matching and machine learning

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