🧼 hdsemg-select 🧼

HDsEMG data cleaning tool

A graphical user interface (GUI) application for selecting and analyzing HDsEMG channels from .mat files. This tool helps identify and exclude faulty channels and automatically flag potential artifacts like ECG contamination, power line noise (50/60Hz), or general signal anomalies.

📚 View the full documentation

Key Features

• ✅ Support for multiple file formats (.mat, .otb+, .otb4)
• 🧠 Intelligent grid detection and configuration
• 🖼 Comprehensive visualization tools
• ⚡️ Advanced artifact detection
• 📉 Global amplitude quality control with per-channel grading
• 💾 Structured data export
• 🔍 Detailed signal analysis capabilities

Quick Start

1. Clone the repository:

   git clone https://github.com/johanneskasser/hdsemg-select.git
   cd hdsemg_select

2. Create virtual environment (as admin):

   python -m venv venv
   source venv/bin/activate  # On Windows use venv\Scripts\activate
   pip install -r requirements.txt

3. Run the application:

   python src/main.py

📖 For detailed instructions, visit our Installation Guide.

Documentation

• 📥 Installation Guide
• 📖 Usage Guide
• 🛠 Developer Guide

Screenshots

Requirements

• Python 3.8+
• See requirements.txt for dependencies
• Tested on Linux and Windows 11

Related Tools

• hdsemg-pipe App 🧼
• openhdemg 🧬

Contributing

Contributions are welcome! Please feel free to submit a Pull Request. For major changes, please open an issue first to discuss what you would like to change.

License

This project is licensed under the MIT License - see the LICENSE file for details.