Neurodiagnoses

Version 4.5 by manuelmenendez on 2025/01/27 23:00

Neurodiagnoses

This project is focused on developing a novel nosological and diagnostic framework for neurological diseases. Using advanced AI techniques and integrating data from neuroimaging, biomarkers, and biomedical ontologies, we aim to create a structured, interpretable, and scalable diagnostic tool.

What can I find here?

  • `/docs`: Documentation and contribution guidelines.
  • `/code`: Machine learning pipelines and scripts.
  • `/data`: Sample datasets for testing. - `/outputs`: Generated models, visualizations, and reports.

Who has access?

We welcome contributions from the global community. Let’s build the future of neurological diagnostics together!

How to Contribute:

  • Access the `/docs` folder for guidelines.
  • Use `/code` for the latest AI pipelines.
  • Share feedback and ideas in the wiki discussion pages.
Contents

Key Objectives:

  • Develop interpretable AI models for diagnosis and progression tracking. 
  • Integrate data from Human Phenotype Ontology (HPO), Gene Ontology (GO), and other biomedical resources.
  • Foster collaboration among neuroscientists, AI researchers, and clinicians.