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Ulcer Shield: AI-Powered Diabetic Foot Care
编号：10 访问权限：仅限参会人 更新：2025-11-13 17:48:49 浏览：34次 拓展类型1

报告开始：暂无开始时间（Asia/Amman）

报告时间：暂无持续时间

所在会场：[暂无会议] [暂无会议段]

暂无文件

摘要
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.
 
关键词
— diabetic foot ulcer, smart shoe, AI-powered mobile application, AI imaging, ulcer classification, sensor-based monitoring, ulcer monitoring
报告人
Tala Kamel
student The Jubilee School

稿件作者
Salma Alqasem The Jubilee School
Tala Kamel The Jubilee School
Khaled AlDahdouh Jubilee Institute
Sawsan Abu Jammaah Jubilee Institute
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重要日期

  • 会议日期

    12月29日

    2025

    至

    12月31日

    2025

  • 11月30日 2025

    初稿截稿日期

  • 12月30日 2025

    报告提交截止日期

  • 12月30日 2025

    注册截止日期

主办单位
国际科学联合会
承办单位
扎尔卡大学
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