Presentation Details
  1. Home
  2. Presentation List
  3. Presentation Details
Ulcer Shield: AI-Powered Diabetic Foot Care
ID：10 View Protection：ATTENDEE Updated Time：2025-11-13 17:48:49 Hits：566 In-person

Start Time：2025-12-29 15:00（Asia/Amman）

Duration：15min

Session：S2 Track 2: IoT and applications » S2-1Track 2: IoT and applications

Presentation File

Tips: Only the registered participant can access the file. Please sign in first.

Abstract
Diabetic foot ulcers (DFUs) are a leading cause of lower-limb amputations, with over 160,000 diabetics in the United States undergoing amputations annually. Current diagnostic methods lack real-time assessment of ulcer severity, infection risk, and treatment urgency. Clinicians often rely on slow, invasive, and costly procedures such as debridement and Doppler ultrasound. This paper presents a smart diabetic shoe integrated with an AI-powered mobile application to address these limitations. Upon detecting an ulcer through embedded temperature, moisture, and pressure sensors, the patient captures a foot image via the app. An AI-based imaging system, trained on over 16,000 images, classifies ulcer severity using the Wagner scale, detects infection and ischemia non-invasively, and generates depth images alongside wound segmentation and 3D mesh reconstruction for accurate measurement. The system also converts images to thermal representations and provides interactive dashboards to support healing monitoring, wound dressing guidance, and recurrence prediction. The smart shoe further features vibration motors as a preventive measure to promote circulation and reduce ulcer risk. Evaluation against clinical data demonstrated high accuracy across the metrics of all six AI models implemented. The results support improved patient self-care and clinical decision-making by enabling low-cost, non-invasive ulcer pre-classification, saving time, and reducing complication risks.
 
Keywords
— diabetic foot ulcer, smart shoe, AI-powered mobile application, AI imaging, ulcer classification, sensor-based monitoring, ulcer monitoring
Speaker
Tala Kamel
student The Jubilee School

Submission Author
Tala Kamel The Jubilee School
Salma Alqasem The Jubilee School
Khaled AlDahdouh Jubilee Institute
Sawsan Abu Jammaah Jubilee Institute
Mohamed Hafez INTI-IU-University;Shinawatra University
Submit Comment
Verify Code Change Another
All Comments
Important Date

  • Conference Date

    Dec 29

    2025

    to

    Dec 31

    2025

  • Dec 20 2025

    Draft paper submission deadline

  • Dec 31 2025

    Contribution Submission Deadline

  • Dec 31 2025

    Registration deadline

Sponsored By
United Societies of Science
Organized By
Zarqa University
Contact Information
Login to view full contact details
Previous Conferences