BioSync is an AI/ML prototype that detects early, "weak" health risk signals by analyzing real-world, self-reported data (i.e., everyday inputs described by a person, not medical records).

By leveraging a sophisticated Bayesian inference engine and linear regression models, BioSync transforms raw symptom log and journal entries into actionable insights across multiple risk domains, helping users understand their holistic well-being before issues become acute.

Visualize neurological activity and structural integrity in real-time.

• Neural Activity Index: Monitors electrical brain activity patterns.
• Brain Symmetry Index: Analyzes left-right hemisphere synchronization.
• Volumetric Analysis: Tracks Hippocampal and Gray Matter volume trends.

A powerful inference engine that maps reported symptoms to potential conditions across 6 key risk domains:

1. Metabolic: Blood sugar, thyroid function.
2. Cardiovascular: Heart health, circulation.
3. Neurological: Cognitive function, nerve health.
4. Psycho-emotional: Stress, mood, mental resilience.
5. Musculoskeletal: Joint health, mobility.
6. Immune/Inflammatory: Systemic inflammation, autoimmune markers.

An AI-driven conversational interface that allows users to:

• Log symptoms naturally (e.g., "I've been feeling dizzy and tired lately").
• Receive immediate, data-backed insights.
• Get personalized "Next Steps" and recommendations.

• Correlation Matrix: Explore relationships between different health vectors (e.g., Sleep vs. Stress).
• Trend Analysis: View historical data to spot long-term patterns.
• Real-time Metrics: Gauges and charts for instant health status updates.

• Frontend Framework: React
• Build Tool: Vite
• Styling:
  • Tailwind CSS for utility-first styling.
  • Vanilla CSS for custom animations and component-specific styles.
• Data Visualization:
  • Chart.js & React-Chartjs-2 for complex charts.
• Icons: Lucide React for clean, consistent iconography.
• Linting: ESLint with recommended configurations.

• Node.js (v18 or higher recommended)
• npm (v9 or higher)

1. Clone the repository

   git clone https://github.com/your-username/healthsig.git
   cd healthsig

2. Install dependencies

   npm install

3. Run the development server

   npm run dev

   The application will actvie at http://localhost:5173.

4. Build for production

   npm run build

• src/components/: React components (Dashboard, Charts, Chat).
  • BioSyncDashboard.jsx: Main dashboard layout.
  • HealthChat.jsx: Chat interface.
• src/engine/: Core logic & analysis engines.
  • medicalKnowledgeBase.js: Symptom-Condition mappings.
  • riskScorer.js: Bayesian probability calculator.
• src/data/: Mock data for demos and testing.
• src/App.jsx: Main application entry point.
• src/main.jsx: React DOM rendering.

Contributions are welcome! Please follow these steps:

1. Fork the repository.
2. Create a new branch (git checkout -b feature/AmazingFeature).
3. Commit your changes (git commit -m 'Add some AmazingFeature').
4. Push to the branch (git push origin feature/AmazingFeature).
5. Open a Pull Request.

Distributed under the MIT License. See LICENSE for more information.