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工業技術研究院

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技術名稱: 睡眠品質評量系統和方法

技術簡介

一種睡眠事件偵測方法與系統,可偵測多種睡眠相關資訊(醒、淺睡、快速眼動期、深睡和呼吸中止風險)。睡眠事件偵測系統包括生理量測裝置以及運算處理裝置

Abstract

A method and a system for detecting sleep information(sleep staging/apnea) are provided. The system includes a physiological measuring apparatus and an arithmetic processing apparatus

技術規格

睡眠狀態(快速眼動/淺睡/深睡)整體辨識準確度約60%,睡/醒狀態辨識準確度達85%。估計睡眠呼吸中止指數與標準睡眠檢測比較,辨識準確率80%

Technical Specification

Compared with PSG, the accuracy is 60% for sleep stages(REM/Deep sleep/Light sleep) and 85% for wake/sleep. The agreement of OSA index with AHI of PSG is 80%

技術特色

由隨身感測裝置接收心跳訊號,透過無線網路傳輸至雲端伺服器。再結合資料規則、機器學習計算或者統計模型分析等手法,計算睡眠品質相關指標。整合之系統:包括生理訊號(心跳)感測裝置、行動裝置訊號傳輸以及伺服器之運算處理程式

應用範圍

睡眠中心、健康管理業者、智慧錶製造商

接受技術者具備基礎建議(設備)

開發環境要求: (一)資料庫使用Microsoft SQL Server 2008開發以上。 (二)網頁伺服器:Microsoft IIS 7.0以上。 (三)後端管理介面需於FireFox、Chrome及IE 6.0等三款瀏覽器中正常運行。 (四)前端App需於Android 4.3以上(符合 Blue Tooth 4.0/BLE 規格)手機上正常運行

接受技術者具備基礎建議(專業)

資料庫應用、網路伺服器程式、智慧裝置操作系統、應用程式設計

技術分類 H-智慧照護

聯絡資訊

聯絡人:蔡明杰 智慧醫療與照護組

電話:+886-3-5917413 或 Email:MingChiehTsai@itri.org.tw

客服專線:+886-800-45-8899

傳真:+886-3-5827714

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