invincible-jha/eeg-mental-health-platform

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