blackdreamai / ouija

God View for your brain.

Ouija : God View for your Brain

Homepage | Documentation | Examples | Showcase

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Ouija is a proposed platform purposed towards democratizing access to personal neurological health.

This will be done by aggregating diverse sets of data, including various high-fidelity neural scans, relevant medical reports, and real-time EEG monitoring via a non-invasive brain-computer interface to actualize a high-fidelity "God View" of the users neurology, so that they can comprehend + proactively monitor their brain activity, functioning, integrity and any perturbations due to aging / damage.

I (Eros, bd.ai founder) will be the initial test case for this initiative and my actual neurological and health data will open-sourced for use in this project. The gif at the top of this README is an axial MRI scan of my brain taken @ Stanford.

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Table of Contents

• Overview
• Core Features
• Technological Stack
• Data Sources
• Installation
• Dependencies
• Contributing
• License
• Contact & Support

Core Features

• Multi-Modal Data Integration: Seamless integration of MRIs, PET scans, neurology reports, and more.
• Real-Time Brain Monitoring: Direct interfacing with OpenBCIs MarkIV BCI for instantaneous data capture and visualization.
• Deep Analytics: Dive deep into your data with our advanced machine learning algorithms and AI-powered insights.
• Security & Privacy: With HIPAA-compliant storage and GDPR adherence, rest assured your data is in safe hands.

Stack

Frontend

• React
• D3.js

Backend

• Python Flask
• FastAPI

Machine Learning

• PyTorch
• Scikit-learn

Data Management

• PostgreSQL (HIPAA-compliant relational database)
• WebSocket (for handling real-time data streams from OpenBCIs MarkIV)

Security

• HTTPS
• JWT

Current Data Sources

• SPECT (concertated + rested-state via Amen Clinics)
• fMRI (guided, rested-state via SimonMed Imaging)
• Brain MRI (structural via Stanford Neurology)
• Full-Body MRI (via Q Bio Gemini Exam)
• Raw Unfiltered EEG (Cadenced across various states via Neurosity Crown BCI LSL)
• Full Panel Bloodwork (via Q Bio Gemini Exam)
• Vitals + Sleep Data (Routine + constant tracking via Oura Ring 3)
• Genetic Data (via 23 & Me)
• Current General Medical Data (via Standford Health)
• Historical General Medical Data (via Forward Health + Apple Employee Wellness Center)

Forthcoming Data Sources

• MEG (Magnetoencephalography)
• CW-NIRs (Continuous Wave Near-Infrared Spectroscopy)
• sEEG (Stereoelectroencephalography)
• qEEG (Quantative Electroencephalography)
• Polysomnography (for comprehensive sleep pattern analysis)
• HR-pQCT (High-Resolution Peripheral Quantitative Computed Tomography)
• DTI (Diffusion Tensor Imaging)
• Cerebral Spinal Fluid Analysis

Installation

# Navigate into the directory
cd Ouija

# Install backend dependencies
pip install -r requirements.txt

# Navigate to frontend directory
cd frontend

# Install frontend dependencies
npm install

# Run the backend and frontend as per the individual READMEs in their directories.

Contributing

We highly value any and all adjacent expertise in:

• Computational Neuroscience: To refine our analytical models and make sense of complex neurological data.
• Neurotech: To enhance our real-time brain monitoring capabilities.
• Deep Learning: For advancing our data analytics and prediction systems.
• If you're passionate about these fields and wish to make a meaningful impact, please see our CONTRIBUTING.md for guidelines.

License

Ouija is under the Apache 2.0 License. Check out LICENSE.md for more details.

Contact & Support

For inquiries, support, or collaborations, feel free to contact [email protected]