metadata

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

Upload your EEG data file (supported formats: EDF, BDF, CNT)
Select the analysis type you want to perform
View the generated visualizations and analysis results
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.