Identification of Diabetes Mellitus Wounds Images with Risk of Peripheral Artery Disease by Artificial Intelligence

Project: A - Government Institutionb - National Science and Technology Council

Project Details

Description

我們的計畫將產出糖尿病潰瘍傷口的影像的偵測與分類人工智慧模型,該模型是針對踝肱血壓指數為標準所建置,此系統可針對病人傷口影進行篩檢,評估傷口是否伴隨周邊血管疾病。本研究計畫成果將可協助相關臨床醫師、病人及照顧者,能更有效率也更精準的判斷糖尿病足的傷口變化及其合併症,給予及時的處置,增加病人安全。因本模型是使用一般影像,無需特殊醫材,也將可協助遠距醫療的傷口照護應用。
StatusFinished
Effective start/end date8/1/237/31/24

Keywords

  • Diabetic foot
  • Chronic wound
  • Convolutional neural network
  • Image recognition
  • Image segmentation
  • Deep learning