README.md

---
title: EEG Mental Health Analysis Platform
emoji: 🧠
colorFrom: blue
colorTo: purple
sdk: gradio
sdk_version: 5.8.0
app_file: app.py
pinned: false
---

# AI-Powered Mental Health Analysis Platform

This Hugging Face Space hosts an advanced platform that integrates EEG signal processing, AI-driven analysis, and personalized treatment planning for mental health assessment and care.

## Features

- **EEG Signal Processing & Analysis**
  - Support for common EEG file formats (EDF, BDF, CNT)
  - Advanced preprocessing and feature extraction
  - Real-time processing capabilities

- **Interactive Brain Mapping**
  - 2D topographic mapping
  - 3D surface visualization
  - Connectivity network analysis

- **AI-Powered Clinical Analysis**
  - Mental health assessment
  - Condition probability estimation
  - Severity assessment
  - Risk factor identification

- **Treatment Planning**
  - Personalized recommendations
  - Evidence-based interventions
  - Lifestyle modifications
  - Crisis management plans

## How to Use

1. Upload your EEG data file (supported formats: EDF, BDF, CNT)
2. Select the analysis type you want to perform
3. View the generated visualizations and analysis results
4. Get personalized treatment recommendations

## Data Requirements

- Supported formats: EDF, BDF, CNT
- Minimum sampling rate: 250 Hz
- Standard 10-20 electrode placement
- Good signal quality with minimal artifacts

## Models

The platform uses specialized models for:
- Clinical Text Analysis: BiomedNLP-PubMedBERT
- Mental Health Assessment: Custom classification models
- EEG Analysis: Deep learning models

## Disclaimer

This platform is designed to assist healthcare professionals and should not be used as a replacement for professional medical advice, diagnosis, or treatment.

## Credits

Created by [invincible-jha]
Based on research and collaboration with the scientific community.