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---
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. |