CN110831492A - 用于确定睡眠统计数据的方法和装置 - Google Patents

用于确定睡眠统计数据的方法和装置 Download PDF

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Publication number
CN110831492A
CN110831492A CN201880043461.3A CN201880043461A CN110831492A CN 110831492 A CN110831492 A CN 110831492A CN 201880043461 A CN201880043461 A CN 201880043461A CN 110831492 A CN110831492 A CN 110831492A
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sleep
subject
information
determining
collecting
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Chinese (zh)
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P·M·费雷拉多斯桑托斯达丰塞卡
X·L·M·A·奥贝特
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Koninklijke Philips NV
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Koninklijke Philips NV
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    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/48—Other medical applications
    • A61B5/4806—Sleep evaluation
    • A61B5/4818—Sleep apnoea
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/02—Detecting, measuring or recording for evaluating the cardiovascular system, e.g. pulse, heart rate, blood pressure or blood flow
    • A61B5/0205—Simultaneously evaluating both cardiovascular conditions and different types of body conditions, e.g. heart and respiratory condition
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/103—Measuring devices for testing the shape, pattern, colour, size or movement of the body or parts thereof, for diagnostic purposes
    • A61B5/11—Measuring movement of the entire body or parts thereof, e.g. head or hand tremor or mobility of a limb
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/48—Other medical applications
    • A61B5/4806—Sleep evaluation
    • A61B5/4812—Detecting sleep stages or cycles
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/02—Detecting, measuring or recording for evaluating the cardiovascular system, e.g. pulse, heart rate, blood pressure or blood flow
    • A61B5/024—Measuring pulse rate or heart rate
    • A61B5/02416—Measuring pulse rate or heart rate using photoplethysmograph signals, e.g. generated by infrared radiation
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/08—Measuring devices for evaluating the respiratory organs
    • A61B5/0806—Measuring devices for evaluating the respiratory organs by whole-body plethysmography
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/103—Measuring devices for testing the shape, pattern, colour, size or movement of the body or parts thereof, for diagnostic purposes
    • A61B5/11—Measuring movement of the entire body or parts thereof, e.g. head or hand tremor or mobility of a limb
    • A61B5/113—Measuring movement of the entire body or parts thereof, e.g. head or hand tremor or mobility of a limb occurring during breathing
    • A61B5/1135—Measuring movement of the entire body or parts thereof, e.g. head or hand tremor or mobility of a limb occurring during breathing by monitoring thoracic expansion
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/48—Other medical applications
    • A61B5/4806—Sleep evaluation
    • A61B5/4815—Sleep quality
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/72—Signal processing specially adapted for physiological signals or for diagnostic purposes
    • A61B5/7203—Signal processing specially adapted for physiological signals or for diagnostic purposes for noise prevention, reduction or removal
    • A61B5/7207—Signal processing specially adapted for physiological signals or for diagnostic purposes for noise prevention, reduction or removal of noise induced by motion artifacts
    • A61B5/721—Signal processing specially adapted for physiological signals or for diagnostic purposes for noise prevention, reduction or removal of noise induced by motion artifacts using a separate sensor to detect motion or using motion information derived from signals other than the physiological signal to be measured

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  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Surgery (AREA)
  • Animal Behavior & Ethology (AREA)
  • Pathology (AREA)
  • Engineering & Computer Science (AREA)
  • Biomedical Technology (AREA)
  • Heart & Thoracic Surgery (AREA)
  • Medical Informatics (AREA)
  • Molecular Biology (AREA)
  • Physics & Mathematics (AREA)
  • Biophysics (AREA)
  • General Health & Medical Sciences (AREA)
  • Public Health (AREA)
  • Veterinary Medicine (AREA)
  • Physiology (AREA)
  • Cardiology (AREA)
  • Pulmonology (AREA)
  • Dentistry (AREA)
  • Oral & Maxillofacial Surgery (AREA)
  • Measurement Of The Respiration, Hearing Ability, Form, And Blood Characteristics Of Living Organisms (AREA)
  • Measuring Pulse, Heart Rate, Blood Pressure Or Blood Flow (AREA)
CN201880043461.3A 2017-06-29 2018-06-29 用于确定睡眠统计数据的方法和装置 Pending CN110831492A (zh)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US201762526748P 2017-06-29 2017-06-29
US62/526,748 2017-06-29
PCT/EP2018/067695 WO2019002604A1 (en) 2017-06-29 2018-06-29 METHOD AND APPARATUS FOR DETERMINING SLEEP STATISTICS

Publications (1)

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CN110831492A true CN110831492A (zh) 2020-02-21

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US (1) US20190000375A1 (https=)
EP (1) EP3644847A1 (https=)
JP (1) JP7104076B2 (https=)
CN (1) CN110831492A (https=)
WO (1) WO2019002604A1 (https=)

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN112370013A (zh) * 2020-07-31 2021-02-19 新绎健康科技有限公司 一种用于确定睡眠分期的方法及系统
CN112581193A (zh) * 2021-01-08 2021-03-30 常州微亿智造科技有限公司 一种基于状态转移网络的wti原油价格序列分析方法

Families Citing this family (12)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP3698715A1 (en) * 2019-02-19 2020-08-26 Koninklijke Philips N.V. A sleep monitoring and position therapy system and method
CN110464303B (zh) * 2019-08-15 2022-04-01 深圳数联天下智能科技有限公司 睡眠质量评估方法及装置
EP4031003A1 (en) * 2019-09-20 2022-07-27 Nox Medical ehf. System and method for determining sleep stages based on non-cardiac body signals
JP7419719B2 (ja) * 2019-09-24 2024-01-23 カシオ計算機株式会社 睡眠ステージ推定装置、睡眠ステージ推定方法及びプログラム
WO2021152551A1 (en) * 2020-01-31 2021-08-05 Resmed Sensor Technologies Limited Sleep status detection for apnea-hypopnea index calculation
US12121362B1 (en) * 2020-09-11 2024-10-22 Amazon Technologies, Inc. Non-intrusive sleep efficiency analysis and recommendations using heart data
US12394521B2 (en) * 2020-11-11 2025-08-19 Itamar Medical Ltd. Sleep apnea test device
US20220386944A1 (en) * 2021-06-04 2022-12-08 Apple Inc. Sleep staging using machine learning
US20230218240A1 (en) * 2021-12-30 2023-07-13 Emma Healthcare Co., Ltd Healthcare apparatus for heart rate measurement
CN114515156B (zh) * 2022-02-10 2023-09-15 南京邮电大学 基于交叉可视图的睡眠心脑信号关联性分析方法
WO2024217901A1 (en) * 2023-04-21 2024-10-24 Koninklijke Philips N.V. Machine-learning model, detecting device, home sleep apnea test device, computer program product, ane computer-readable storage medium
KR102603308B1 (ko) * 2023-04-28 2023-11-17 ㈜코끼리말뚝박기 영유아 수면자세 측정 방법 및 이를 수행하는 컴퓨터 장치

Citations (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20020032386A1 (en) * 2000-04-17 2002-03-14 Sackner Marvin A. Systems and methods for ambulatory monitoring of physiological signs
US20050177051A1 (en) * 2003-04-23 2005-08-11 Quiescent, Inc. Apparatus and method for monitoring heart rate variability
JP2007117601A (ja) * 2005-10-31 2007-05-17 Konica Minolta Sensing Inc 睡眠時無呼吸指数測定装置
US20080033304A1 (en) * 2006-07-19 2008-02-07 Yousufali Dalal Sleep state detection
US20100331630A1 (en) * 2009-06-25 2010-12-30 Mauricio Rolando Odio Machine, manufacture, and process for analyzing the relationship between disposable diaper wear with sleep and/or developmental indicators
US20120179061A1 (en) * 2009-07-16 2012-07-12 Resmed Limited Detection of sleep condition
US20140057232A1 (en) * 2011-04-04 2014-02-27 Daniel Z. Wetmore Apparatus, system, and method for modulating consolidation of memory during sleep
CN103717125A (zh) * 2011-05-18 2014-04-09 V视股份有限公司 用于确定人的睡眠和睡眠阶段的系统和方法
CN104812300A (zh) * 2012-09-19 2015-07-29 瑞思迈传感器技术有限公司 用于确定睡眠阶段的系统和方法
WO2016097945A1 (en) * 2014-12-18 2016-06-23 Koninklijke Philips N.V. System and method for cardiorespiratory sleep stage classification

Family Cites Families (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP4495379B2 (ja) 1999-06-10 2010-07-07 コーニンクレッカ フィリップス エレクトロニクス エヌ ヴィ 周期的な有効信号を有する測定信号に対するノイズ抑圧
JP2004283194A (ja) 2003-03-19 2004-10-14 Teijin Ltd 生体情報モニタ装置、治療システム
AU2005291858B2 (en) 2004-10-06 2011-07-28 Resmed Limited Method and apparatus for non-invasive monitoring of respiratory parameters in sleep disordered breathing
JP6019559B2 (ja) 2011-10-12 2016-11-02 ソニー株式会社 Ｐｓｇ検査装置
JP5991130B2 (ja) 2012-10-04 2016-09-14 トヨタ自動車株式会社 睡眠モニタリングシステム
JP6276776B2 (ja) 2012-11-02 2018-02-07 コーニンクレッカ フィリップス エヌ ヴェＫｏｎｉｎｋｌｉｊｋｅ Ｐｈｉｌｉｐｓ Ｎ．Ｖ． 睡眠段階に応じてデバイスを制御するための電子スイッチ
NZ630770A (en) 2013-10-09 2016-03-31 Resmed Sensor Technologies Ltd Fatigue monitoring and management system
WO2016007182A1 (en) 2014-07-08 2016-01-14 Otto Torpedo Inc. Radial conduit cutting system and method
JP6767394B2 (ja) 2015-05-29 2020-10-14 コーニンクレッカ フィリップス エヌ ヴェＫｏｎｉｎｋｌｉｊｋｅ Ｐｈｉｌｉｐｓ Ｎ．Ｖ． 上気道疾患に関する治療に対する患者の順守を高めさせるための装置、前記装置の作動方法、及びコンピュータプログラム
US10321871B2 (en) 2015-08-28 2019-06-18 Awarables Inc. Determining sleep stages and sleep events using sensor data

Patent Citations (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20020032386A1 (en) * 2000-04-17 2002-03-14 Sackner Marvin A. Systems and methods for ambulatory monitoring of physiological signs
US20050177051A1 (en) * 2003-04-23 2005-08-11 Quiescent, Inc. Apparatus and method for monitoring heart rate variability
JP2007117601A (ja) * 2005-10-31 2007-05-17 Konica Minolta Sensing Inc 睡眠時無呼吸指数測定装置
US20080033304A1 (en) * 2006-07-19 2008-02-07 Yousufali Dalal Sleep state detection
US20100331630A1 (en) * 2009-06-25 2010-12-30 Mauricio Rolando Odio Machine, manufacture, and process for analyzing the relationship between disposable diaper wear with sleep and/or developmental indicators
US20120179061A1 (en) * 2009-07-16 2012-07-12 Resmed Limited Detection of sleep condition
US20140057232A1 (en) * 2011-04-04 2014-02-27 Daniel Z. Wetmore Apparatus, system, and method for modulating consolidation of memory during sleep
CN103717125A (zh) * 2011-05-18 2014-04-09 V视股份有限公司 用于确定人的睡眠和睡眠阶段的系统和方法
CN104812300A (zh) * 2012-09-19 2015-07-29 瑞思迈传感器技术有限公司 用于确定睡眠阶段的系统和方法
WO2016097945A1 (en) * 2014-12-18 2016-06-23 Koninklijke Philips N.V. System and method for cardiorespiratory sleep stage classification

Non-Patent Citations (14)

* Cited by examiner, † Cited by third party
Title
FONSECA P，AARTS RM, LONG X,ET AL: "Estimating actigraphy from motion artifacts in ECG", 《PHYSIOLOGICAL MEASUREMENT》 *
FONSECA P，AARTS RM, LONG X,ET AL: "Estimating actigraphy from motion artifacts in ECG", 《PHYSIOLOGICAL MEASUREMENT》, vol. 37, no. 1, 7 December 2015 (2015-12-07), XP020292163, DOI: 10.1088/0967-3334/37/1/67 *
KARLEN W，MATTIUSSI C， FLOREANO D: "Sleep and Wake Classification With ECG and Respiratory Effort Signals", 《IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS》, vol. 3, no. 2, 1 April 2009 (2009-04-01), pages 2, XP011327545, DOI: 10.1109/TBCAS.2008.2008817 *
KARLEN W，MATTIUSSI C， FLOREANO D: "Sleep and Wake Classification With ECG and Respiratory Effort Signals", 《IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS》, vol. 3, no. 2, pages 2 *
PEDRO FONSECA，ET AL: "Estimating actigraphy from motion artifacts in ECG and respiratory effort signals", PHYSIOLOGICAL MEASUREMENT, vol. 37, no. 2016 *
REDMOND SJ，HENEGHAN C: "Cardiorespiratory-Based Sleep Staging in Subjects With Obstructive Sleep Apnea", 《IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING》 *
REDMOND SJ，HENEGHAN C: "Cardiorespiratory-Based Sleep Staging in Subjects With Obstructive Sleep Apnea", 《IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING》, vol. 53, no. 3, 1 March 2006 (2006-03-01), XP055487996, DOI: 10.1109/TBME.2005.869773 *
RENEVEY P，DELGADO-GONZALO R， ET AL: "Optical wrist-worn device for sleep monitoring", 《IFMBE PROCEEDINGS (INTERNATIONAL FEDERATION FOR MEDICAL AND BIOLOGICAL ENGINEERING)》, vol. 65 *
RENEVEY P，DELGADO-GONZALO R， ET AL: "Optical wrist-worn device for sleep monitoring", 《IFMBE PROCEEDINGS (INTERNATIONAL FEDERATION FOR MEDICAL AND BIOLOGICAL ENGINEERING)》, vol. 65, 13 June 2017 (2017-06-13) *
T. WATANABE;K. WATANABE: "Noncontact Method for Sleep Stage Estimation", 《IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING》, vol. 51, no. 10, 1 October 2004 (2004-10-01), XP011119318, DOI: 10.1109/TBME.2004.828037 *
T. WATANABE;K. WATANABE: "Noncontact Method for Sleep Stage Estimation", 《IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING》, vol. 51, no. 10, XP011119318, DOI: 10.1109/TBME.2004.828037 *
WALTER KARLEN，ET AL: "Sleep and Wake Classification With ECG and Respiratory Effort Signals", IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS, vol. 3, no. 2, pages 2 *
ZHANG JIN，CHEN DAWEI，ZHAO JIANHUI，ET AL: "RASS_A_Portable_Real-time_Automatic_Sleep_Scoring_System", 《PROCEEDINGS OF THE 2012 IEEE 33RD REAL-TIME SYSTEMS SYMPOSIUM (RTSS)》 *
ZHANG JIN，CHEN DAWEI，ZHAO JIANHUI，ET AL: "RASS_A_Portable_Real-time_Automatic_Sleep_Scoring_System", 《PROCEEDINGS OF THE 2012 IEEE 33RD REAL-TIME SYSTEMS SYMPOSIUM (RTSS)》, 4 December 2012 (2012-12-04) *

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN112370013A (zh) * 2020-07-31 2021-02-19 新绎健康科技有限公司 一种用于确定睡眠分期的方法及系统
CN112581193A (zh) * 2021-01-08 2021-03-30 常州微亿智造科技有限公司 一种基于状态转移网络的wti原油价格序列分析方法

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US20190000375A1 (en) 2019-01-03
JP2020525146A (ja) 2020-08-27
WO2019002604A1 (en) 2019-01-03
EP3644847A1 (en) 2020-05-06
JP7104076B2 (ja) 2022-07-20

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