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工業技術研究院

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技術名稱: 心率based睡眠品質與睡眠呼吸中止症風險初 篩分析引擎 V.1

技術簡介

一種利用單一生理訊號(heart rate)評量睡眠品質的方法,包含:收集一生理訊號(heart rate);處理該生理訊號,將該生理訊號轉換成辨識參數,用以進行辨識睡眠事件(包含醒、快速眼動期、淺睡、深睡和睡眠呼吸中止症初篩)

Abstract

A method and a system for detecting sleep event are provided. The system includes a physiological measuring apparatus and an arithmetic processing apparatus. The physiological measuring apparatus can measure a plurality of heart rates at different time. The arithmetic processing apparatus is coupled to the physiological measuring apparatus to collect the heart rates. The arithmetic processing apparatus can convert the heart rates to a first parameter and a second parameter. By using the first parameter, the arithmetic processing apparatus can identify whether the heart rates in an epoch is belonging to a first state. By using a second parameter, the arithmetic processing apparatus can identify whether the heart rates in the epoch is belonging to a second state.

技術規格

使用單一訊號源(心跳) 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 )

Technical Specification

Only heart rate data input Multiple sleep event recognition(wake, light sleep, rem, deep sleep, risk score of OSA)

技術特色

使用心率單一訊號源結合多階SVM技術,在睡眠事件辨識準確度上: 睡/醒二種狀態辨識準確度達80% 依據睡眠呼吸中止症四級風險分類,正確率達90%

應用範圍

睡眠品質評量 睡眠呼吸中止症初篩

接受技術者具備基礎建議(設備)

心率裝置 心率資料儲存設備 心率運算模組環境

接受技術者具備基礎建議(專業)

睡眠分析專業知識 網路睡眠分析平台架設 分析模組崁入

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:03-5917413 或 Email:MingChiehTsai@itri.org.tw

客服專線:+886-800-45-8899

傳真:03-5915007

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