CN106999055B - 用于确定针对睡眠阶段分类的谱边界的系统和方法 - Google Patents

用于确定针对睡眠阶段分类的谱边界的系统和方法 Download PDF

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CN106999055B
CN106999055B CN201580067101.3A CN201580067101A CN106999055B CN 106999055 B CN106999055 B CN 106999055B CN 201580067101 A CN201580067101 A CN 201580067101A CN 106999055 B CN106999055 B CN 106999055B
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frequency
individual
subject
wave amplitude
sleep
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CN106999055A (zh
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龙曦
R·哈克玛
P·M·丰塞卡
R·M·阿尔特斯
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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
    • A61B5/4812—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
    • A61B5/02—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
    • A61B5/02438—Measuring pulse rate or heart rate with portable devices, e.g. worn by the patient
    • 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
    • A61B5/0816—Measuring devices for examining respiratory frequency
    • 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
    • A61B5/68—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
    • A61B5/7253—Details of waveform analysis characterised by using transforms
    • A61B5/7257—Details of waveform analysis characterised by using transforms using Fourier transforms
    • 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
    • A61B5/1118—Determining activity level
    • 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

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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)
  • Animal Behavior & Ethology (AREA)
  • Biomedical Technology (AREA)
  • Heart & Thoracic Surgery (AREA)
  • Medical Informatics (AREA)
  • Molecular Biology (AREA)
  • Surgery (AREA)
  • Pathology (AREA)
  • Biophysics (AREA)
  • Public Health (AREA)
  • Veterinary Medicine (AREA)
  • Physiology (AREA)
  • Cardiology (AREA)
  • Pulmonology (AREA)
  • Mathematical Physics (AREA)
  • Psychiatry (AREA)
  • Signal Processing (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Dentistry (AREA)
  • Oral & Maxillofacial Surgery (AREA)
  • Artificial Intelligence (AREA)
  • Measurement Of The Respiration, Hearing Ability, Form, And Blood Characteristics Of Living Organisms (AREA)
CN201580067101.3A 2014-12-11 2015-12-04 用于确定针对睡眠阶段分类的谱边界的系统和方法 Active CN106999055B (zh)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US201462090534P 2014-12-11 2014-12-11
US62/090,534 2014-12-11
PCT/IB2015/059341 WO2016092433A1 (en) 2014-12-11 2015-12-04 System and method for determining spectral boundaries for sleep stage classification

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CN106999055A CN106999055A (zh) 2017-08-01
CN106999055B true CN106999055B (zh) 2021-04-27

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US (1) US10702207B2 (https=)
EP (1) EP3229661B1 (https=)
JP (1) JP2017537710A (https=)
CN (1) CN106999055B (https=)
WO (1) WO2016092433A1 (https=)

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CN108778102A (zh) 2016-02-01 2018-11-09 威里利生命科学有限责任公司 使用心率的频谱分析和运动来检测快速眼动睡眠时段的机器学习模型
US11207021B2 (en) 2016-09-06 2021-12-28 Fitbit, Inc Methods and systems for labeling sleep states
CN106388779B (zh) * 2016-09-21 2019-06-11 广州视源电子科技股份有限公司 睡眠状态样本数据类型的标注方法和系统
CN108852293A (zh) * 2018-05-14 2018-11-23 浙江胜昔信息科技有限公司 一种基于倾角传感器的睡眠深度评估装置及其评估方法
EP3570226A1 (en) * 2018-05-16 2019-11-20 Ernst & Young GmbH Wirtschaftsprüfungsgesellschaft Method and system of obtaining audit evidence
JP7468350B2 (ja) * 2018-10-02 2024-04-16 コニカミノルタ株式会社 状態監視装置および状態監視装置の制御方法
US12127825B2 (en) * 2019-05-08 2024-10-29 Google Llc Sleep tracking and vital sign monitoring using low power radio waves
CN114040703A (zh) * 2019-07-05 2022-02-11 国立大学法人东京大学 睡眠觉醒判定装置以及程序
WO2021230223A1 (ja) * 2020-05-11 2021-11-18 国立大学法人東京大学 睡眠覚醒判定システム、睡眠覚醒判定装置、およびプログラム
US11633112B2 (en) 2021-03-08 2023-04-25 Medtronic, Inc. Automatic alert control for acute health event
WO2022192827A1 (en) 2021-03-08 2022-09-15 Medtronic, Inc. Acute health event monitoring and verification
US20240324970A1 (en) * 2021-04-30 2024-10-03 Medtronic, Inc. Sensing respiration parameters as indicator of sudden cardiac arrest event
WO2025075259A1 (ko) * 2023-10-04 2025-04-10 삼성전자 주식회사 수면 무 호흡증을 측정하기 위한 전자 장치

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WO2004018772A1 (en) * 2002-08-23 2004-03-04 The University Of Queensland A method of designing a concrete railway sleeper
WO2009022454A1 (ja) * 2007-08-10 2009-02-19 Panasonic Corporation 音声分離装置、音声合成装置および声質変換装置
WO2010138845A1 (en) * 2009-05-29 2010-12-02 Yale University Apparatus, systems and methods utilizing plethysmographic data
CN102227770A (zh) * 2009-07-06 2011-10-26 松下电器产业株式会社 音质变换装置、音高变换装置及音质变换方法
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Publication number Publication date
CN106999055A (zh) 2017-08-01
EP3229661A1 (en) 2017-10-18
US10702207B2 (en) 2020-07-07
US20170360361A1 (en) 2017-12-21
JP2017537710A (ja) 2017-12-21
EP3229661B1 (en) 2022-11-30
WO2016092433A1 (en) 2016-06-16

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