Using Image Recognition Methods to Detect and Evaluate Complex Diabetic Wounds

Project: National Science and Technology CouncilNational Science and Technology Council Academic Grants

Project Details

Abstract

在社會貢獻上,本計畫所研發的糖尿病傷口檢測評估系統,可幫忙偏鄉弱勢族群,在遠距離之外仍可進行傷口健康管理,避免因為和醫護端失聯而惡化,加劇經濟壓力,有助於維護社會安定;在經濟發展上,本計畫的研究成果可促進積極而及時的醫護關照,進而避免國家勞動力量的減損,並減輕醫療人力與資源的浪費;在學術研究上,本計畫強化深度學習的各項技術,應用於複雜傷口的影像辨識,兼具學術挑戰性與實務應用價值,並凸顯資訊與生醫工程跨領域合作的重要意義。

Project IDs

Project ID:PB11307-3276
External Project ID:NSTC113-2221-E182-025
StatusActive
Effective start/end date01/08/2431/07/25

Keywords

  • Diabetic Foot Ulcer
  • Wound Bed
  • Image Recognition
  • Deep Learning
  • Hough Transform
  • Wound Health Management

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