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🩺 PURE-IT

Portable Utility for Rehabilitation & Examination – Innovative Technology


πŸ“– Overview

PURE-IT is an innovative dual-module system designed for early screening and home-based rehabilitation of Carpal Tunnel Syndrome (CTS). The system is built to be accessible, safe, and user-friendly, empowering individuals to manage CTS outside clinical settings.


🧩 System Architecture

PURE-IT consists of two physically separate modules:

  • πŸ–₯️ Detection Unit – Captures multi-channel sEMG signals and wrist angles using flex sensors.

    • Data is processed on a Raspberry Pi 5 with filtering, rectification, and feature extraction (RMS, slope sign change).
    • A Support Vector Machine (SVM) classifier categorizes CTS risk into low, medium, or high, displayed on an LCD and optionally sent via Telegram bot.
  • 🧀 Rehabilitation Glove – Provides therapy using infrared heat (850–940 nm) and targeted vibration to reduce inflammation, promote healing, and relax hypertonic muscles.

    • Real-time temperature monitoring automatically shuts off therapy if it exceeds a safety threshold.
    • Ergonomic, breathable design for comfortable sessions, with timers to avoid overuse.

🧠 Key Features

  • Dual-Module Safety – Physical separation prevents electrical interference between detection and therapy.
  • Real-Time Analysis – Onboard processing for instant feedback.
  • Therapeutic Feedback – Combines heat and vibration based on physiotherapy principles.
  • Portable & Wireless – Battery-powered, safe for home use.

πŸ§ͺ Datasets

PURE-IT uses two data sources:

  1. sEMG Data – Captures muscle activity and physiological markers of CTS.
  2. Flex Sensor Data – Measures finger and wrist flexion angles during movement.

🎯 Goal

To deliver a low-cost, portable, and reliable solution for CTS detection and rehabilitation, helping patients monitor progress and receive therapy in a safe, convenient way.

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