CN114040703A - 睡眠觉醒判定装置以及程序 - Google Patents

睡眠觉醒判定装置以及程序 Download PDF

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Publication number
CN114040703A
CN114040703A CN202080047868.0A CN202080047868A CN114040703A CN 114040703 A CN114040703 A CN 114040703A CN 202080047868 A CN202080047868 A CN 202080047868A CN 114040703 A CN114040703 A CN 114040703A
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China
Prior art keywords
sleep
determination device
arousal
user
period
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CN202080047868.0A
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English (en)
Chinese (zh)
Inventor
上田泰己
大出晃士
史萧逸
三井健太郎
香取真知子
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University of Tokyo NUC
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University of Tokyo NUC
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Publication of CN114040703A publication Critical patent/CN114040703A/zh
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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
    • A61B5/4809—Sleep detection, i.e. determining whether a subject is asleep or not
    • 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
    • A61B5/103—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
    • A61B5/1113—Local tracking of patients, e.g. in a hospital or private home
    • A61B5/1114—Tracking parts of the body
    • 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
    • A61B5/68—Arrangements of detecting, measuring or recording means, e.g. sensors, in relation to patient
    • A61B5/6801—Arrangements of detecting, measuring or recording means, e.g. sensors, in relation to patient specially adapted to be attached to or worn on the body surface
    • A61B5/6802—Sensor mounted on worn items
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/68—Arrangements of detecting, measuring or recording means, e.g. sensors, in relation to patient
    • A61B5/6801—Arrangements of detecting, measuring or recording means, e.g. sensors, in relation to patient specially adapted to be attached to or worn on the body surface
    • A61B5/6802—Sensor mounted on worn items
    • A61B5/681—Wristwatch-type devices
    • 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
    • A61B5/7235—Details of waveform analysis
    • A61B5/7239—Details of waveform analysis using differentiation including higher order derivatives
    • 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
    • A61B5/7235—Details of waveform analysis
    • A61B5/7246—Details of waveform analysis using correlation, e.g. template matching or determination of similarity
    • 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
    • A61B5/7235—Details of waveform analysis
    • A61B5/7264—Classification of physiological signals or data, e.g. using neural networks, statistical classifiers, expert systems or fuzzy systems
    • 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
    • A61B5/7235—Details of waveform analysis
    • A61B5/7264—Classification of physiological signals or data, e.g. using neural networks, statistical classifiers, expert systems or fuzzy systems
    • A61B5/7267—Classification of physiological signals or data, e.g. using neural networks, statistical classifiers, expert systems or fuzzy systems involving training the classification device
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B2562/00—Details of sensors; Constructional details of sensor housings or probes; Accessories for sensors
    • A61B2562/02—Details of sensors specially adapted for in-vivo measurements
    • A61B2562/0219—Inertial sensors, e.g. accelerometers, gyroscopes, tilt switches

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  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Health & Medical Sciences (AREA)
  • Pathology (AREA)
  • Biomedical Technology (AREA)
  • Heart & Thoracic Surgery (AREA)
  • Medical Informatics (AREA)
  • Molecular Biology (AREA)
  • Surgery (AREA)
  • Animal Behavior & Ethology (AREA)
  • Biophysics (AREA)
  • Public Health (AREA)
  • Veterinary Medicine (AREA)
  • Artificial Intelligence (AREA)
  • Physiology (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Psychiatry (AREA)
  • Signal Processing (AREA)
  • Evolutionary Computation (AREA)
  • Fuzzy Systems (AREA)
  • Mathematical Physics (AREA)
  • Anesthesiology (AREA)
  • Dentistry (AREA)
  • Oral & Maxillofacial Surgery (AREA)
  • Measurement Of The Respiration, Hearing Ability, Form, And Blood Characteristics Of Living Organisms (AREA)
CN202080047868.0A 2019-07-05 2020-07-06 睡眠觉醒判定装置以及程序 Pending CN114040703A (zh)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
JP2019125950 2019-07-05
JP2019-125950 2019-07-05
PCT/JP2020/026345 WO2021006235A1 (ja) 2019-07-05 2020-07-06 睡眠覚醒判定装置及びプログラム

Publications (1)

Publication Number Publication Date
CN114040703A true CN114040703A (zh) 2022-02-11

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CN202080047868.0A Pending CN114040703A (zh) 2019-07-05 2020-07-06 睡眠觉醒判定装置以及程序

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US (1) US20220361808A1 (https=)
EP (1) EP3995077B1 (https=)
JP (1) JPWO2021006235A1 (https=)
CN (1) CN114040703A (https=)
WO (1) WO2021006235A1 (https=)

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN115105029A (zh) * 2022-07-19 2022-09-27 广东百年医疗健康科技发展有限公司 基于穿戴式设备的睡眠状态识别方法、装置、终端及介质
CN115251939A (zh) * 2022-06-21 2022-11-01 西南交通大学 微觉醒检测方法、装置、设备及可读存储介质

Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN104706318A (zh) * 2013-12-16 2015-06-17 中国移动通信集团公司 一种睡眠分析方法及装置
CN107440680A (zh) * 2016-03-24 2017-12-08 丰田自动车株式会社 睡眠状态推定装置
US20170360361A1 (en) * 2014-12-11 2017-12-21 Koninklijke Philips N.V. System and method for determining spectral boundaries for sleep stage classification
US20180116588A1 (en) * 2015-05-13 2018-05-03 Resmed Limited Systems and methods for screening, diagnosis and monitoring sleep-disordered breathing

Family Cites Families (14)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2582957B2 (ja) * 1991-06-14 1997-02-19 松下電工株式会社 生体活性度モニターシステム
JP4469747B2 (ja) * 2005-03-30 2010-05-26 株式会社東芝 目覚まし装置、目覚まし方法および目覚ましプログラム
RU2630596C2 (ru) * 2011-03-30 2017-09-12 Конинклейке Филипс Н.В. Бесконтактная система скрининга нарушений сна
JP5430034B2 (ja) 2011-10-14 2014-02-26 株式会社タニタ 睡眠評価処理システム及び睡眠評価装置
CN105431196B (zh) * 2013-04-15 2019-02-01 Gsk消费者健康有限公司 具有用户睡眠—觉醒状态的自动检测的经皮电神经刺激器
US20140364770A1 (en) * 2013-06-06 2014-12-11 Motorola Mobility Llc Accelerometer-based sleep analysis
US9999744B2 (en) * 2013-06-21 2018-06-19 Fitbit, Inc. Monitoring device and cognitive behavior therapy
US9655559B2 (en) * 2014-01-03 2017-05-23 Vital Connect, Inc. Automated sleep staging using wearable sensors
CN107106028B (zh) * 2014-12-18 2020-07-21 皇家飞利浦有限公司 用于心肺睡眠阶段分类的系统和方法
US20160255422A1 (en) * 2015-02-26 2016-09-01 Kabushiki Kaisha Toshiba Electronic device and method
WO2017040331A1 (en) * 2015-08-28 2017-03-09 Awarables, Inc. Determining sleep stages and sleep events using sensor data
SG10201608507PA (en) * 2016-10-11 2018-05-30 Nat Univ Singapore Determining Sleep Stages
JP6879083B2 (ja) * 2017-06-29 2021-06-02 富士通株式会社 睡眠分析プログラム、睡眠分析方法、および睡眠分析装置
JP6754728B2 (ja) * 2017-06-30 2020-09-16 ユニ・チャーム株式会社 プログラム、育児支援方法

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN104706318A (zh) * 2013-12-16 2015-06-17 中国移动通信集团公司 一种睡眠分析方法及装置
US20170360361A1 (en) * 2014-12-11 2017-12-21 Koninklijke Philips N.V. System and method for determining spectral boundaries for sleep stage classification
US20180116588A1 (en) * 2015-05-13 2018-05-03 Resmed Limited Systems and methods for screening, diagnosis and monitoring sleep-disordered breathing
CN107440680A (zh) * 2016-03-24 2017-12-08 丰田自动车株式会社 睡眠状态推定装置

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN115251939A (zh) * 2022-06-21 2022-11-01 西南交通大学 微觉醒检测方法、装置、设备及可读存储介质
CN115105029A (zh) * 2022-07-19 2022-09-27 广东百年医疗健康科技发展有限公司 基于穿戴式设备的睡眠状态识别方法、装置、终端及介质

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Publication number Publication date
EP3995077A1 (en) 2022-05-11
JPWO2021006235A1 (https=) 2021-01-14
WO2021006235A1 (ja) 2021-01-14
EP3995077A4 (en) 2023-01-11
US20220361808A1 (en) 2022-11-17
EP3995077B1 (en) 2024-09-04

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