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工業技術研究院

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技術名稱: 『糖尿病患眼底檢查服務系統』-「ITRI eyeXross DRAI智慧分析閘道器生產製造技術」

技術簡介

本技術為一嵌入式系統,直接連接至數位眼底鏡並利用人工智慧之深度學習方法,結合巨量醫療資料處理技術,提供以眼底影像進行糖尿病視網膜病變辨別模型,可直接完成輔助糖尿病視網膜病變嚴重度判讀,提供醫護人員即時診斷。

Abstract

An embedded system that uses the deep learning method combined with big data processing technology to applied on the detection of the severity of Diabetic Retinopathy with fundus images.

技術規格

作業系統:Linus(Debian 9) 套件:Python 3.6 / Tensorflow 1.4.0 / Opencv 3.3.0 / Flask / Flask-restful

Technical Specification

OS:Linus (Debian 9) Package:Python 3.6 / Tensorflow 1.4.0 / Opencv 3.3.0 / Flask / Flask-restful

技術特色

醫療檢測人員僅需將本裝置透過乙太網路線連接至眼底照像機,當檢測人員拍攝完一張眼底影像後,即可自動送入閘道器進行糖尿病眼底病變嚴重程度判定,並將結果呈現於眼底鏡設備之電腦螢幕上。

應用範圍

醫療院所、健檢中心、社區篩檢、偏鄉

接受技術者具備基礎建議(設備)

ML/HIS/PACS/網路基礎建設

接受技術者具備基礎建議(專業)

醫護專業知識、資訊設備操作經驗、視光師或視網膜相關知識 嵌入式系統操作、Linus OS、網路通訊設定、Window OS

技術分類 H-智慧醫療

聯絡資訊

聯絡人:陳建任 智慧醫療與照護組

電話:+886-3-5913416 或 Email:cjr@itri.org.tw

客服專線:+886-800-45-8899

傳真:+886-3-590212

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