CN101087559B - 从呼吸信号中检测和区别呼吸模式的方法 - Google Patents

从呼吸信号中检测和区别呼吸模式的方法 Download PDF

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CN101087559B
CN101087559B CN2005800443210A CN200580044321A CN101087559B CN 101087559 B CN101087559 B CN 101087559B CN 2005800443210 A CN2005800443210 A CN 2005800443210A CN 200580044321 A CN200580044321 A CN 200580044321A CN 101087559 B CN101087559 B CN 101087559B
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signal
indicating
diagnostic classifier
classifier
hyperpnea
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CN101087559A (zh
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J·阿米特斯特德
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Reisman Private Ltd
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Resmed Pty Ltd
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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
    • A61B5/08—Measuring devices for evaluating the respiratory organs
    • A61B5/087—Measuring breath flow
    • 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
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/145—Measuring characteristics of blood in vivo, e.g. gas concentration or pH-value ; Measuring characteristics of body fluids or tissues, e.g. interstitial fluid or cerebral tissue
    • 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
    • A61B5/7232—Signal processing specially adapted for physiological signals or for diagnostic purposes involving compression of the physiological signal, e.g. to extend the signal recording period
    • 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
    • A61B5/726—Details of waveform analysis characterised by using transforms using Wavelet transforms
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61M—DEVICES FOR INTRODUCING MEDIA INTO, OR ONTO, THE BODY; DEVICES FOR TRANSDUCING BODY MEDIA OR FOR TAKING MEDIA FROM THE BODY; DEVICES FOR PRODUCING OR ENDING SLEEP OR STUPOR
    • A61M16/00—Devices for influencing the respiratory system of patients by gas treatment, e.g. ventilators; Tracheal tubes
    • A61M16/021—Devices for influencing the respiratory system of patients by gas treatment, e.g. ventilators; Tracheal tubes operated by electrical means
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61M—DEVICES FOR INTRODUCING MEDIA INTO, OR ONTO, THE BODY; DEVICES FOR TRANSDUCING BODY MEDIA OR FOR TAKING MEDIA FROM THE BODY; DEVICES FOR PRODUCING OR ENDING SLEEP OR STUPOR
    • A61M2230/00—Measuring parameters of the user
    • A61M2230/40—Respiratory characteristics
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H50/00—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
    • G16H50/70—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for mining of medical data, e.g. analysing previous cases of other patients

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  • Life Sciences & Earth Sciences (AREA)
  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Biophysics (AREA)
  • General Health & Medical Sciences (AREA)
  • Veterinary Medicine (AREA)
  • Public Health (AREA)
  • Animal Behavior & Ethology (AREA)
  • Surgery (AREA)
  • Molecular Biology (AREA)
  • Medical Informatics (AREA)
  • Artificial Intelligence (AREA)
  • Pathology (AREA)
  • Biomedical Technology (AREA)
  • Heart & Thoracic Surgery (AREA)
  • Physiology (AREA)
  • Evolutionary Computation (AREA)
  • Signal Processing (AREA)
  • Psychiatry (AREA)
  • Mathematical Physics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Fuzzy Systems (AREA)
  • Pulmonology (AREA)
  • Measurement Of The Respiration, Hearing Ability, Form, And Blood Characteristics Of Living Organisms (AREA)
  • Image Analysis (AREA)
CN2005800443210A 2004-12-23 2005-12-21 从呼吸信号中检测和区别呼吸模式的方法 Expired - Fee Related CN101087559B (zh)

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US63816904P 2004-12-23 2004-12-23
US60/638,169 2004-12-23
PCT/AU2005/001942 WO2006066337A1 (en) 2004-12-23 2005-12-21 Method for detecting and disciminatng breathing patterns from respiratory signals

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Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN107374632A (zh) * 2017-07-21 2017-11-24 青岛康庆和医药科技有限责任公司 一种外科手术中的呼吸音监测装置及其使用方法
US11379288B2 (en) * 2018-08-30 2022-07-05 Infineon Technologies Ag Apparatus and method for event classification based on barometric pressure sensor data

Families Citing this family (128)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
IL147502A0 (en) * 2002-01-07 2002-08-14 Widemed Ltd Self-adaptive system, for the analysis of biomedical signals of a patient
US7588033B2 (en) 2003-06-18 2009-09-15 Breathe Technologies, Inc. Methods, systems and devices for improving ventilation in a lung area
CA2536090C (en) 2003-08-18 2014-07-22 Anthony D. Wondka Method and device for non-invasive ventilation with nasal interface
DE102004051373A1 (de) * 2004-10-21 2006-04-27 Map Medizin-Technologie Gmbh Vorrichtung und Verfahren zur Auswertung eines hinsichtlich der Atmung einer Person indikativen Signales
US7578793B2 (en) 2004-11-22 2009-08-25 Widemed Ltd. Sleep staging based on cardio-respiratory signals
US10512429B2 (en) 2004-12-23 2019-12-24 ResMed Pty Ltd Discrimination of cheyne-stokes breathing patterns by use of oximetry signals
WO2006066337A1 (en) 2004-12-23 2006-06-29 Resmed Limited Method for detecting and disciminatng breathing patterns from respiratory signals
US20060243280A1 (en) * 2005-04-27 2006-11-02 Caro Richard G Method of determining lung condition indicators
WO2006117780A2 (en) 2005-04-29 2006-11-09 Oren Gavriely Cough detector
CA2623756A1 (en) 2005-09-20 2007-03-29 Lutz Freitag Systems, methods and apparatus for respiratory support of a patient
NZ607280A (en) 2006-03-06 2014-06-27 Resmed Ltd Method and apparatus for improved flow limitation detection of obstructive sleep apnea
CN101541365A (zh) 2006-05-18 2009-09-23 呼吸科技公司 气管切开方法和装置
US7845350B1 (en) * 2006-08-03 2010-12-07 Cleveland Medical Devices Inc. Automatic continuous positive airway pressure treatment system with fast respiratory response
EP2091428A4 (en) * 2006-09-07 2012-05-30 Widemed Ltd IDENTIFICATION OF HEART FAILURE WITH A PHOTOPLETHYSMOGRAPHS
US8646447B2 (en) * 2006-11-13 2014-02-11 Resmed Limited Systems, methods, and/or apparatuses for non-invasive monitoring of respiratory parameters in sleep disordered breathing
US8768447B2 (en) * 2007-01-09 2014-07-01 General Electric Company Processing of physiological signal data in patient monitoring
EP1978460B1 (en) * 2007-04-05 2014-01-22 ResMed R&D Germany GmbH Monitoring device and method
WO2008144589A1 (en) 2007-05-18 2008-11-27 Breathe Technologies, Inc. Methods and devices for sensing respiration and providing ventilation therapy
US20080300500A1 (en) * 2007-05-30 2008-12-04 Widemed Ltd. Apnea detection using a capnograph
US20090025725A1 (en) * 2007-07-26 2009-01-29 Uti Limited Partnership Transient intervention for modifying the breathing of a patient
JP5519510B2 (ja) 2007-09-26 2014-06-11 ブリーズ・テクノロジーズ・インコーポレーテッド 換気装置
JP5513392B2 (ja) 2007-09-26 2014-06-04 ブリーズ・テクノロジーズ・インコーポレーテッド 睡眠時無呼吸を治療するための方法及び装置
US8346559B2 (en) * 2007-12-20 2013-01-01 Dean Enterprises, Llc Detection of conditions from sound
US8365730B2 (en) 2008-03-24 2013-02-05 Covidien Lp Method and system for classification of photo-plethysmographically detected respiratory effort
EP2265176A4 (en) * 2008-03-27 2014-01-29 Widemed Ltd DIAGNOSIS OF PERIODIC BREATHING
US20100152600A1 (en) * 2008-04-03 2010-06-17 Kai Sensors, Inc. Non-contact physiologic motion sensors and methods for use
US20090264784A1 (en) * 2008-04-17 2009-10-22 Dymedix Corporation Apparatus and method for creating multiple filtered outputs from a single sensor
WO2009129506A1 (en) 2008-04-18 2009-10-22 Breathe Technologies, Inc. Methods and devices for sensing respiration and controlling ventilator functions
JP5758799B2 (ja) 2008-04-18 2015-08-05 ブリーズ・テクノロジーズ・インコーポレーテッド 呼吸作用を感知し、人工呼吸器の機能を制御するための方法およびデバイス
FR2930165B1 (fr) * 2008-04-21 2010-08-20 Air Liquide Dispositif de detection de l'observance par un patient d'un traitement d'oxygenotherapie
US8579794B2 (en) 2008-05-02 2013-11-12 Dymedix Corporation Agitator to stimulate the central nervous system
US8844525B2 (en) 2008-07-25 2014-09-30 Resmed Limited Method and apparatus for detecting and treating heart failure
US20100056855A1 (en) 2008-08-22 2010-03-04 Dymedix Corporation Closed loop neuromodulator
JP5715950B2 (ja) 2008-08-22 2015-05-13 ブリーズ・テクノロジーズ・インコーポレーテッド 開放気道インタフェースを有する機械換気を提供する方法及び装置
CA2739435A1 (en) 2008-10-01 2010-04-08 Breathe Technologies, Inc. Ventilator with biofeedback monitoring and control for improving patient activity and health
FR2937873B1 (fr) * 2008-11-03 2012-08-24 Assistance Publique Hopitaux Paris Systeme de quantification du desaccord entre un patient sous assistance respiratoire et un appareil d'assistance correspondant.
US9132250B2 (en) 2009-09-03 2015-09-15 Breathe Technologies, Inc. Methods, systems and devices for non-invasive ventilation including a non-sealing ventilation interface with an entrainment port and/or pressure feature
US9962512B2 (en) 2009-04-02 2018-05-08 Breathe Technologies, Inc. Methods, systems and devices for non-invasive ventilation including a non-sealing ventilation interface with a free space nozzle feature
JP5575223B2 (ja) 2009-04-02 2014-08-20 ブリーズ・テクノロジーズ・インコーポレーテッド 非侵襲性換気システム、患者の気道閉塞を少なくするシステムおよび睡眠時無呼吸を治療するデバイス
US20120016218A1 (en) * 2009-04-20 2012-01-19 Resmed Limited Discrimination of cheyne-stokes breathing patterns by use of oximetry signals
US9770191B2 (en) 2009-06-24 2017-09-26 Oridion Medical 1987 Ltd. Method and apparatus for producing a waveform
US8905928B2 (en) * 2009-07-17 2014-12-09 Oregon Health & Science University Method and apparatus for assessment of sleep disorders
JP5679971B2 (ja) 2009-08-13 2015-03-04 英次 麻野井 呼吸波形情報の演算装置及び呼吸波形情報を利用した医療機器
US20130158424A1 (en) * 2009-08-31 2013-06-20 Koninklijke Philips Electronics N.V. Method and system for detecting respiratory information
CA2774902C (en) 2009-09-03 2017-01-03 Breathe Technologies, Inc. Methods, systems and devices for non-invasive ventilation including a non-sealing ventilation interface with an entrainment port and/or pressure feature
US8740805B2 (en) * 2009-09-14 2014-06-03 Sleep Methods, Inc. System and method for anticipating the onset of an obstructive sleep apnea event
US9066680B1 (en) 2009-10-15 2015-06-30 Masimo Corporation System for determining confidence in respiratory rate measurements
US9848800B1 (en) 2009-10-16 2017-12-26 Masimo Corporation Respiratory pause detector
US9307928B1 (en) 2010-03-30 2016-04-12 Masimo Corporation Plethysmographic respiration processor
US9826955B2 (en) 2010-03-31 2017-11-28 Nanyang Technological University Air conduction sensor and a system and a method for monitoring a health condition
US10099028B2 (en) 2010-08-16 2018-10-16 Breathe Technologies, Inc. Methods, systems and devices using LOX to provide ventilatory support
US8573207B2 (en) * 2010-09-28 2013-11-05 Guillermo Gutierrez Method and system to detect respiratory asynchrony
US8939152B2 (en) 2010-09-30 2015-01-27 Breathe Technologies, Inc. Methods, systems and devices for humidifying a respiratory tract
JP5155381B2 (ja) * 2010-12-16 2013-03-06 アンリツ株式会社 信号発生器及び信号発生システム並びに信号発生方法
WO2013021383A1 (en) * 2011-08-08 2013-02-14 Isonea (Israel) Ltd. Event sequencing using acoustic respiratory markers and methods
US8870764B2 (en) 2011-09-06 2014-10-28 Resmed Sensor Technologies Limited Multi-modal sleep system
WO2013067580A1 (en) 2011-11-07 2013-05-16 Resmed Limited Methods and apparatus for providing ventilation to a patient
CN104640591B (zh) * 2012-01-27 2017-12-29 瑞思迈有限公司 用于辨别潮式呼吸模式的设备和方法
NZ736250A (en) * 2012-04-13 2019-04-26 ResMed Pty Ltd Apparatus and methods for ventilatory treatment
EP3639733B1 (en) * 2012-05-30 2022-10-26 ResMed Sensor Technologies Limited Apparatus for monitoring cardio-pulmonary health
US11633150B2 (en) * 2012-05-31 2023-04-25 Ben Gurion University Of The Negev Research And Development Authority Apparatus and method for diagnosing sleep quality
US10525219B2 (en) 2012-06-26 2020-01-07 Resmed Sensor Technologies Limited Methods and apparatus for monitoring and treating respiratory insufficiency
US10492720B2 (en) 2012-09-19 2019-12-03 Resmed Sensor Technologies Limited System and method for determining sleep stage
WO2014047310A1 (en) * 2012-09-19 2014-03-27 Resmed Sensor Technologies Limited System and method for determining sleep stage
CN103705242B (zh) * 2012-09-28 2015-09-09 东莞永胜医疗制品有限公司 一种人体呼吸监测设备中吸气波的提取方法
US10441181B1 (en) 2013-03-13 2019-10-15 Masimo Corporation Acoustic pulse and respiration monitoring system
US20140323874A1 (en) * 2013-04-25 2014-10-30 Covidien Lp Systems and methods for determining fluid responsiveness
US9668692B2 (en) 2013-09-06 2017-06-06 Breathe Technologies, Inc. Apnea and hypopnea detection
US20160213333A1 (en) * 2013-09-10 2016-07-28 Juan R. Guerrero Diagnostic digital data mining of biological waves with spectral electrocardiography (secg)
WO2015047168A1 (en) * 2013-09-25 2015-04-02 Maquet Critical Care Ab Neurally triggered support ventilation during hfo ventilation
NZ630749A (en) * 2014-02-13 2016-03-31 Resmed Ltd Real-time detection of periodic breathing
RU2564902C1 (ru) * 2014-03-17 2015-10-10 Елена Владимировна Ерошина Способ диагностики синдрома обструктивного апноэ/гипопноэ сна
WO2015153044A1 (en) * 2014-04-04 2015-10-08 Cardiac Pacemakers, Inc. Discrimination of apnea type by medical device
US9931483B2 (en) * 2014-05-28 2018-04-03 Devilbiss Healtcare Llc Detection of periodic breathing during CPAP therapy
US9974488B2 (en) 2014-06-27 2018-05-22 The Regents Of The University Of Michigan Early detection of hemodynamic decompensation using taut-string transformation
EP2989978B1 (de) 2014-08-28 2017-03-08 Löwenstein Medical Technology S.A. Beatmungsgerät zur detektion einer cheyene-strokes-atmung
NL2013551B1 (en) * 2014-10-01 2016-10-03 Medwear B V Device and method for assessing respiratory data in a monitored subject.
CN106999143B (zh) * 2014-12-12 2020-08-04 皇家飞利浦有限公司 声学监测系统、监测方法和监测计算机程序
KR101635899B1 (ko) * 2014-12-19 2016-07-04 전남대학교산학협력단 수면중 호흡상태 판별 방법
JP6378105B2 (ja) * 2015-02-05 2018-08-22 シチズン時計株式会社 呼吸器疾患の判定装置
DE102015103894A1 (de) * 2015-03-17 2016-09-22 Fritz Stephan Gmbh Medizintechnik Beatmungsgeräte sowie Steuerverfahren für Beatmungsgeräte
US10159421B2 (en) 2015-03-30 2018-12-25 Resmed Sensor Technologies Limited Detection of periodic breathing
US9697599B2 (en) * 2015-06-17 2017-07-04 Xerox Corporation Determining a respiratory pattern from a video of a subject
CN108366756B (zh) * 2015-10-07 2022-04-15 皇家飞利浦有限公司 基于呼吸气体确定对象的呼吸特征的装置、系统和方法
US11433201B2 (en) 2016-02-02 2022-09-06 ResMed Pty Ltd Methods and apparatus for treating respiratory disorders
GB2547457A (en) * 2016-02-19 2017-08-23 Univ Hospitals Of Leicester Nhs Trust Communication apparatus, method and computer program
WO2017185128A1 (en) * 2016-04-26 2017-11-02 Resmed Limited Diagnosis and monitoring of respiratory disorders
JP6856071B2 (ja) * 2016-06-20 2021-04-07 コニカミノルタ株式会社 呼吸数表示装置及び呼吸数表示方法
US11712198B2 (en) 2016-07-11 2023-08-01 B.G. Negev Technologies And Applications Ltd., At Ben-Gurion University Estimation of sleep quality parameters from whole night audio analysis
KR101868888B1 (ko) * 2016-07-29 2018-06-26 연세대학교 원주산학협력단 비강압력신호를 이용한 수면호흡장애 환자의 수면/각성 분류 장치 및 방법
CN106419846B (zh) * 2016-10-14 2019-09-20 广州和普乐健康科技有限公司 一种呼吸暂停检测方法
JP6848393B2 (ja) * 2016-11-25 2021-03-24 コニカミノルタ株式会社 動態画像処理装置
US12171586B2 (en) * 2016-11-30 2024-12-24 Sony Corporation Output control device, output control method, and program
TWI638641B (zh) * 2017-07-26 2018-10-21 鼎博康生物科學有限公司 生理特徵感測系統
US11723579B2 (en) 2017-09-19 2023-08-15 Neuroenhancement Lab, LLC Method and apparatus for neuroenhancement
US10792449B2 (en) 2017-10-03 2020-10-06 Breathe Technologies, Inc. Patient interface with integrated jet pump
KR20240141855A (ko) 2017-10-06 2024-09-27 피셔 앤 페이켈 핼스케어 리미티드 폐루프 산소 제어
CN108113678A (zh) * 2017-12-04 2018-06-05 广州和普乐健康科技有限公司 一种呼吸气流检测方法
US11717686B2 (en) 2017-12-04 2023-08-08 Neuroenhancement Lab, LLC Method and apparatus for neuroenhancement to facilitate learning and performance
US12390379B2 (en) 2017-12-28 2025-08-19 Sleep Number Corporation Bed having snore detection feature
US11478603B2 (en) 2017-12-31 2022-10-25 Neuroenhancement Lab, LLC Method and apparatus for neuroenhancement to enhance emotional response
US12280219B2 (en) 2017-12-31 2025-04-22 NeuroLight, Inc. Method and apparatus for neuroenhancement to enhance emotional response
CN108416367B (zh) * 2018-02-08 2021-12-10 南京理工大学 基于多传感器数据决策级融合的睡眠分期方法
EP3737475A4 (en) 2018-02-16 2021-03-24 University Of Louisville Research Foundation, Inc. RESPIRATORY TRAINING AND RESPIRATORY PRESSURE MONITORING DEVICE
CN108392186B (zh) * 2018-04-19 2021-04-13 广西万云科技有限公司 一种非接触式睡眠呼吸暂停症检测方法及系统
US11364361B2 (en) 2018-04-20 2022-06-21 Neuroenhancement Lab, LLC System and method for inducing sleep by transplanting mental states
WO2019239950A1 (ja) * 2018-06-11 2019-12-19 国立研究開発法人物質・材料研究機構 材料解析方法及び材料解析装置
WO2020056418A1 (en) 2018-09-14 2020-03-19 Neuroenhancement Lab, LLC System and method of improving sleep
CN109284783B (zh) * 2018-09-27 2022-03-18 广州慧睿思通信息科技有限公司 基于机器学习的大礼拜计数方法、装置、用户设备及介质
EP3860434A1 (en) * 2018-10-01 2021-08-11 Koninklijke Philips N.V. Systems and methods for sleep staging
CN109480783B (zh) * 2018-12-20 2022-02-18 深圳和而泰智能控制股份有限公司 一种呼吸暂停检测方法、装置及计算设备
US11786694B2 (en) 2019-05-24 2023-10-17 NeuroLight, Inc. Device, method, and app for facilitating sleep
US12016672B2 (en) * 2019-07-22 2024-06-25 Hisham Alshaer Method and system for indicating obstructive sleep apnea during wakefulness
US11937938B1 (en) * 2019-07-26 2024-03-26 Apple Inc. Methods for assessing sleep conditions
CN115804892B (zh) 2019-09-10 2025-12-02 费雪派克医疗保健有限公司 用于控制流量治疗设备中的氧气输送的方法和系统
CN110547802B (zh) * 2019-09-11 2022-09-06 京东方科技集团股份有限公司 识别呼吸状态的装置
CN110477887A (zh) * 2019-09-18 2019-11-22 浙江理工大学 一种非入侵式长程呼吸暂停综合征的监测装置
CN110850244B (zh) * 2019-11-11 2022-03-11 国网湖南省电力有限公司 基于深度学习的局放缺陷时域图谱诊断方法、系统及介质
US11534112B2 (en) * 2020-04-21 2022-12-27 Covidien Lp AI based method for determining oxygen saturation levels
JP7630781B2 (ja) * 2020-11-03 2025-02-18 国立大学法人京都大学 呼吸曲線抽出方法
WO2022210361A1 (ja) * 2021-04-02 2022-10-06 株式会社D’isum 解析装置及び解析方法
CN113628641A (zh) * 2021-06-08 2021-11-09 广东工业大学 一种基于深度学习的用于检查口鼻呼吸的方法
KR102429256B1 (ko) * 2021-12-31 2022-08-04 주식회사 에이슬립 음향 정보를 통해 사용자의 수면 상태를 분석하기 위한 방법, 컴퓨팅 장치 및 컴퓨터 프로그램
US20230284972A1 (en) * 2022-03-10 2023-09-14 Bitsensing Inc. Device, method and computer program for determining sleep event using radar
CN116138766B (zh) * 2022-12-30 2025-04-25 深圳融昕医疗科技有限公司 呼吸事件的检测方法、装置及睡眠监测设备
CN116584891A (zh) * 2023-04-04 2023-08-15 华南理工大学 一种基于多层次特征融合的睡眠呼吸暂停综合征检测方法
CN116369868B (zh) * 2023-06-07 2023-08-11 青岛大学附属医院 基于大数据的睡眠分期监测方法及装置
CN120372414B (zh) * 2025-06-27 2025-09-05 深圳大学 一种基于多时间尺度呼吸起伏模型的睡姿下人员识别方法

Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN1241394A (zh) * 1998-06-18 2000-01-19 塔埃玛 测定使用者睡眠呼吸期的装置

Family Cites Families (68)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US4365636A (en) * 1981-06-19 1982-12-28 Medicon, Inc. Method of monitoring patient respiration and predicting apnea therefrom
JPS61228831A (ja) * 1985-04-02 1986-10-13 ミノルタ株式会社 無呼吸発作検出装置
US5078136A (en) 1988-03-30 1992-01-07 Nellcor Incorporated Method and apparatus for calculating arterial oxygen saturation based plethysmographs including transients
US4941474A (en) 1988-07-01 1990-07-17 Massachusetts Institute Of Technology Multivariable analysis of bone condition
US5218962A (en) 1991-04-15 1993-06-15 Nellcor Incorporated Multiple region pulse oximetry probe and oximeter
US5203343A (en) * 1991-06-14 1993-04-20 Board Of Regents, The University Of Texas System Method and apparatus for controlling sleep disorder breathing
JPH0638965A (ja) * 1992-07-23 1994-02-15 Minolta Camera Co Ltd 呼吸診断装置
US7081095B2 (en) 2001-05-17 2006-07-25 Lynn Lawrence A Centralized hospital monitoring system for automatically detecting upper airway instability and for preventing and aborting adverse drug reactions
US20050062609A9 (en) 1992-08-19 2005-03-24 Lynn Lawrence A. Pulse oximetry relational alarm system for early recognition of instability and catastrophic occurrences
US6223064B1 (en) * 1992-08-19 2001-04-24 Lawrence A. Lynn Microprocessor system for the simplified diagnosis of sleep apnea
EP2305116A1 (en) * 1993-11-05 2011-04-06 ResMed Ltd. Control of CPAP Treatment
JP3464697B2 (ja) 1993-12-21 2003-11-10 興和株式会社 酸素飽和度測定装置
US5947908A (en) * 1995-07-14 1999-09-07 Morris; Ritchi Color reactivity device and method
US5745601A (en) 1995-07-31 1998-04-28 Neopath, Inc. Robustness of classification measurement apparatus and method
US5660183A (en) 1995-08-16 1997-08-26 Telectronics Pacing Systems, Inc. Interactive probability based expert system for diagnosis of pacemaker related cardiac problems
AUPO247496A0 (en) * 1996-09-23 1996-10-17 Resmed Limited Assisted ventilation to match patient respiratory need
US5794623A (en) * 1996-09-27 1998-08-18 Hewlett-Packard Company Intramyocardial Wenckebach activity detector
AUPP366398A0 (en) * 1998-05-22 1998-06-18 Resmed Limited Ventilatory assistance for treatment of cardiac failure and cheyne-stokes breathing
US6171258B1 (en) * 1998-10-08 2001-01-09 Sleep Solutions, Inc. Multi-channel self-contained apparatus and method for diagnosis of sleep disorders
US6290654B1 (en) * 1998-10-08 2001-09-18 Sleep Solutions, Inc. Obstructive sleep apnea detection apparatus and method using pattern recognition
US6980679B2 (en) * 1998-10-23 2005-12-27 Varian Medical System Technologies, Inc. Method and system for monitoring breathing activity of a subject
US6684090B2 (en) 1999-01-07 2004-01-27 Masimo Corporation Pulse oximetry data confidence indicator
US6770028B1 (en) 1999-01-25 2004-08-03 Masimo Corporation Dual-mode pulse oximeter
US6675031B1 (en) 1999-04-14 2004-01-06 Mallinckrodt Inc. Method and circuit for indicating quality and accuracy of physiological measurements
JP3820811B2 (ja) * 1999-08-02 2006-09-13 株式会社デンソー 呼吸器系疾患のモニタ装置
JP3275029B2 (ja) * 1999-08-02 2002-04-15 独立行政法人産業技術総合研究所 画像処理による呼吸波形分析を用いた血中酸素飽和度降下推定法
ES2306704T3 (es) * 2000-03-02 2008-11-16 Itamar Medical Ltd Procedimiento y equipo para la deteccion no invasiva de dolencias concretas del estado de sueño mediante la monitorizacion del sistema vascular periferico.
US20020002327A1 (en) * 2000-04-10 2002-01-03 Grant Brydon J.B. Method for detecting cheyne-stokes respiration in patients with congestive heart failure
US6839581B1 (en) 2000-04-10 2005-01-04 The Research Foundation Of State University Of New York Method for detecting Cheyne-Stokes respiration in patients with congestive heart failure
US6454719B1 (en) * 2000-08-01 2002-09-24 Pacesetter, Inc. Apparatus and method for diagnosis of cardiac disease using a respiration monitor
JP4693228B2 (ja) * 2000-11-17 2011-06-01 株式会社デンソー 睡眠時無呼吸症診断装置
US6752151B2 (en) * 2000-09-25 2004-06-22 Respironics, Inc. Method and apparatus for providing variable positive airway pressure
US6443907B1 (en) * 2000-10-06 2002-09-03 Biomedical Acoustic Research, Inc. Acoustic detection of respiratory conditions
EP1359843A2 (en) * 2000-11-14 2003-11-12 Yale University Detection and characterization of cholinergic oscillatory control in peripheral microvasculature
JP2004514491A (ja) * 2000-11-28 2004-05-20 アメリカ合衆国 患者の覚醒状態において睡眠時無呼吸の診断をする方法および装置
US6580944B1 (en) 2000-11-28 2003-06-17 The United States Of America As Represented By The Secretary Of The Navy Method and apparatus for diagnosing sleep breathing disorders while a patient in awake
DE60136387D1 (de) * 2000-12-29 2008-12-11 Ares Medical Inc Risikobewertung von schlafapnoe
US6529752B2 (en) 2001-01-17 2003-03-04 David T. Krausman Sleep disorder breathing event counter
US6862558B2 (en) * 2001-02-14 2005-03-01 The United States Of America As Represented By The Administrator Of The National Aeronautics And Space Administration Empirical mode decomposition for analyzing acoustical signals
JP4058286B2 (ja) * 2002-03-29 2008-03-05 住友大阪セメント株式会社 監視装置
FR2829917B1 (fr) 2001-09-24 2004-06-11 Ela Medical Sa Dispositif medical actif comprenant des moyens de diagnostic du profil respiratoire
US7168429B2 (en) * 2001-10-12 2007-01-30 Ric Investments, Llc Auto-titration pressure support system and method of using same
IL147502A0 (en) * 2002-01-07 2002-08-14 Widemed Ltd Self-adaptive system, for the analysis of biomedical signals of a patient
US20030199945A1 (en) * 2002-02-11 2003-10-23 James Ciulla Device and method for treating disordered breathing
US7054453B2 (en) * 2002-03-29 2006-05-30 Everest Biomedical Instruments Co. Fast estimation of weak bio-signals using novel algorithms for generating multiple additional data frames
US6720734B2 (en) 2002-08-08 2004-04-13 Datex-Ohmeda, Inc. Oximeter with nulled op-amp current feedback
US20050010125A1 (en) * 2002-11-26 2005-01-13 Joy James A. Systems and methods for respiration measurement
US7160252B2 (en) 2003-01-10 2007-01-09 Medtronic, Inc. Method and apparatus for detecting respiratory disturbances
US7438686B2 (en) * 2003-01-10 2008-10-21 Medtronic, Inc. Apparatus and method for monitoring for disordered breathing
JP4526532B2 (ja) * 2003-02-27 2010-08-18 ネルコア ピューリタン ベネット アイルランド 信号の解析及び処理方法
US7713211B2 (en) * 2003-03-12 2010-05-11 Shape Medical Systems, Inc. Method of optimizing patient outcome from external counterpulsation therapy
IL155955A0 (en) 2003-05-15 2003-12-23 Widemed Ltd Adaptive prediction of changes of physiological/pathological states using processing of biomedical signal
US20050055276A1 (en) 2003-06-26 2005-03-10 Kiani Massi E. Sensor incentive method
WO2005028029A2 (en) * 2003-08-18 2005-03-31 Cardiac Pacemakers, Inc. Patient monitoring, diagnosis, and/or therapy systems and methods
WO2005030048A1 (en) 2003-09-23 2005-04-07 The Research Foundation Of State University Of New York Method for predicting apnea-hypopnea index from overnight pulse oximetry readings
US20050251054A1 (en) * 2004-05-10 2005-11-10 Medpond, Llc Method and apparatus for measurement of autonomic nervous system function
US7276031B2 (en) * 2004-05-12 2007-10-02 New York University System and method for classifying patient's breathing using artificial neural network
US7734334B2 (en) * 2004-05-17 2010-06-08 Beth Israel Deaconess Medical Center, Inc. Assessment of sleep quality and sleep disordered breathing based on cardiopulmonary coupling
US7717110B2 (en) 2004-10-01 2010-05-18 Ric Investments, Llc Method and apparatus for treating Cheyne-Stokes respiration
US7578793B2 (en) 2004-11-22 2009-08-25 Widemed Ltd. Sleep staging based on cardio-respiratory signals
WO2006066337A1 (en) 2004-12-23 2006-06-29 Resmed Limited Method for detecting and disciminatng breathing patterns from respiratory signals
US7630748B2 (en) 2006-10-25 2009-12-08 Abbott Diabetes Care Inc. Method and system for providing analyte monitoring
EP2004037B1 (de) 2006-04-07 2018-09-12 Löwenstein Medical Technology S.A. Vorrichtung zur bestimmung eines vergleichswertes von biodaten sowie zur ermittlung von biodaten
US8794235B2 (en) 2007-06-08 2014-08-05 Ric Investments, Llc System and method for treating ventilatory instability
US8750953B2 (en) 2008-02-19 2014-06-10 Covidien Lp Methods and systems for alerting practitioners to physiological conditions
EP2265176A4 (en) 2008-03-27 2014-01-29 Widemed Ltd DIAGNOSIS OF PERIODIC BREATHING
US20090281435A1 (en) 2008-05-07 2009-11-12 Motorola, Inc. Method and apparatus for robust heart rate sensing
US8986208B2 (en) 2008-09-30 2015-03-24 Abbott Diabetes Care Inc. Analyte sensor sensitivity attenuation mitigation

Patent Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN1241394A (zh) * 1998-06-18 2000-01-19 塔埃玛 测定使用者睡眠呼吸期的装置

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN107374632A (zh) * 2017-07-21 2017-11-24 青岛康庆和医药科技有限责任公司 一种外科手术中的呼吸音监测装置及其使用方法
CN107374632B (zh) * 2017-07-21 2021-12-24 浙江通用海特医疗科技有限公司 一种外科手术中的呼吸音监测装置及其使用方法
US11379288B2 (en) * 2018-08-30 2022-07-05 Infineon Technologies Ag Apparatus and method for event classification based on barometric pressure sensor data

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