WO2011150362A3 - Sleep apnea detection system - Google Patents

Sleep apnea detection system Download PDF

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Publication number
WO2011150362A3
WO2011150362A3 PCT/US2011/038397 US2011038397W WO2011150362A3 WO 2011150362 A3 WO2011150362 A3 WO 2011150362A3 US 2011038397 W US2011038397 W US 2011038397W WO 2011150362 A3 WO2011150362 A3 WO 2011150362A3
Authority
WO
WIPO (PCT)
Prior art keywords
sleep apnea
detection system
apnea detection
sleep
systems
Prior art date
Application number
PCT/US2011/038397
Other languages
French (fr)
Other versions
WO2011150362A2 (en
Inventor
Charles J. Bruce
Paul A. Friedman
Kevin E. Bennett
Virend K. Somers
Original Assignee
Mayo Foundation For Medical Education And Research
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Mayo Foundation For Medical Education And Research filed Critical Mayo Foundation For Medical Education And Research
Priority to US13/700,702 priority Critical patent/US20130144190A1/en
Priority to EP11787518.7A priority patent/EP2575599A4/en
Priority to CA2800885A priority patent/CA2800885A1/en
Publication of WO2011150362A2 publication Critical patent/WO2011150362A2/en
Publication of WO2011150362A3 publication Critical patent/WO2011150362A3/en

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    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/48Other medical applications
    • A61B5/4806Sleep evaluation
    • A61B5/4818Sleep apnoea
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/0002Remote monitoring of patients using telemetry, e.g. transmission of vital signals via a communication network
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/0059Measuring for diagnostic purposes; Identification of persons using light, e.g. diagnosis by transillumination, diascopy, fluorescence
    • A61B5/0077Devices for viewing the surface of the body, e.g. camera, magnifying lens
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/01Measuring temperature of body parts ; Diagnostic temperature sensing, e.g. for malignant or inflamed tissue
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/02Detecting, measuring or recording pulse, heart rate, blood pressure or blood flow; Combined pulse/heart-rate/blood pressure determination; Evaluating a cardiovascular condition not otherwise provided for, e.g. using combinations of techniques provided for in this group with electrocardiography or electroauscultation; Heart catheters for measuring blood pressure
    • A61B5/0205Simultaneously evaluating both cardiovascular conditions and different types of body conditions, e.g. heart and respiratory condition
    • A61B5/02055Simultaneously evaluating both cardiovascular condition and temperature
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/02Detecting, measuring or recording pulse, heart rate, blood pressure or blood flow; Combined pulse/heart-rate/blood pressure determination; Evaluating a cardiovascular condition not otherwise provided for, e.g. using combinations of techniques provided for in this group with electrocardiography or electroauscultation; Heart catheters for measuring blood pressure
    • A61B5/024Detecting, measuring or recording pulse rate or heart rate
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/05Detecting, measuring or recording for diagnosis by means of electric currents or magnetic fields; Measuring using microwaves or radio waves 
    • A61B5/053Measuring electrical impedance or conductance of a portion of the body
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/08Detecting, measuring or recording devices for evaluating the respiratory organs
    • A61B5/0816Measuring devices for examining respiratory frequency
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/08Detecting, measuring or recording devices for evaluating the respiratory organs
    • A61B5/082Evaluation by breath analysis, e.g. determination of the chemical composition of exhaled breath
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/08Detecting, measuring or recording devices for evaluating the respiratory organs
    • A61B5/087Measuring breath flow
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/145Measuring characteristics of blood in vivo, e.g. gas concentration, pH value; Measuring characteristics of body fluids or tissues, e.g. interstitial fluid, cerebral tissue
    • A61B5/14542Measuring characteristics of blood in vivo, e.g. gas concentration, pH value; Measuring characteristics of body fluids or tissues, e.g. interstitial fluid, cerebral tissue for measuring blood gases
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/68Arrangements of detecting, measuring or recording means, e.g. sensors, in relation to patient
    • A61B5/6887Arrangements of detecting, measuring or recording means, e.g. sensors, in relation to patient mounted on external non-worn devices, e.g. non-medical devices
    • A61B5/6898Portable consumer electronic devices, e.g. music players, telephones, tablet computers
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/72Signal processing specially adapted for physiological signals or for diagnostic purposes
    • A61B5/7235Details of waveform analysis
    • A61B5/7253Details of waveform analysis characterised by using transforms
    • A61B5/7257Details of waveform analysis characterised by using transforms using Fourier transforms
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/72Signal processing specially adapted for physiological signals or for diagnostic purposes
    • A61B5/7271Specific aspects of physiological measurement analysis
    • A61B5/7282Event detection, e.g. detecting unique waveforms indicative of a medical condition
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B7/00Instruments for auscultation
    • A61B7/003Detecting lung or respiration noise
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B2505/00Evaluating, monitoring or diagnosing in the context of a particular type of medical care
    • A61B2505/07Home care
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B2562/00Details of sensors; Constructional details of sensor housings or probes; Accessories for sensors
    • A61B2562/02Details of sensors specially adapted for in-vivo measurements
    • A61B2562/0204Acoustic sensors

Landscapes

  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Animal Behavior & Ethology (AREA)
  • Public Health (AREA)
  • General Health & Medical Sciences (AREA)
  • Surgery (AREA)
  • Veterinary Medicine (AREA)
  • Biomedical Technology (AREA)
  • Heart & Thoracic Surgery (AREA)
  • Medical Informatics (AREA)
  • Molecular Biology (AREA)
  • Biophysics (AREA)
  • Pathology (AREA)
  • Physiology (AREA)
  • Pulmonology (AREA)
  • Cardiology (AREA)
  • Artificial Intelligence (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Signal Processing (AREA)
  • Psychiatry (AREA)
  • Mathematical Physics (AREA)
  • Multimedia (AREA)
  • Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
  • Radiology & Medical Imaging (AREA)
  • Optics & Photonics (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Measurement Of The Respiration, Hearing Ability, Form, And Blood Characteristics Of Living Organisms (AREA)
  • Orthopedics, Nursing, And Contraception (AREA)
  • Investigating Or Analysing Biological Materials (AREA)

Abstract

This document provides methods and materials (e.g., systems) related to assessing sleep conditions (e.g., sleep apnea).
PCT/US2011/038397 2010-05-28 2011-05-27 Sleep apnea detection system WO2011150362A2 (en)

Priority Applications (3)

Application Number Priority Date Filing Date Title
US13/700,702 US20130144190A1 (en) 2010-05-28 2011-05-27 Sleep apnea detection system
EP11787518.7A EP2575599A4 (en) 2010-05-28 2011-05-27 Sleep apnea detection system
CA2800885A CA2800885A1 (en) 2010-05-28 2011-05-27 Sleep apnea detection system

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US34963710P 2010-05-28 2010-05-28
US61/349,637 2010-05-28

Publications (2)

Publication Number Publication Date
WO2011150362A2 WO2011150362A2 (en) 2011-12-01
WO2011150362A3 true WO2011150362A3 (en) 2012-03-01

Family

ID=45004872

Family Applications (1)

Application Number Title Priority Date Filing Date
PCT/US2011/038397 WO2011150362A2 (en) 2010-05-28 2011-05-27 Sleep apnea detection system

Country Status (4)

Country Link
US (1) US20130144190A1 (en)
EP (1) EP2575599A4 (en)
CA (1) CA2800885A1 (en)
WO (1) WO2011150362A2 (en)

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN105708609A (en) * 2016-01-26 2016-06-29 北京小米移动软件有限公司 User snore reminding method, device and system

Families Citing this family (72)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US9016565B2 (en) * 2011-07-18 2015-04-28 Dylan T X Zhou Wearable personal digital device for facilitating mobile device payments and personal use
US9100493B1 (en) * 2011-07-18 2015-08-04 Andrew H B Zhou Wearable personal digital device for facilitating mobile device payments and personal use
US10335060B1 (en) 2010-06-19 2019-07-02 Dp Technologies, Inc. Method and apparatus to provide monitoring
JP5494813B2 (en) * 2010-09-29 2014-05-21 富士通株式会社 Respiration detection device and respiration detection method
JP5879833B2 (en) * 2011-09-06 2016-03-08 ソニー株式会社 Information processing apparatus, information processing method, and program
US9192326B2 (en) 2011-07-13 2015-11-24 Dp Technologies, Inc. Sleep monitoring system
JP5853635B2 (en) * 2011-11-24 2016-02-09 オムロンヘルスケア株式会社 Sleep evaluation device
US9459597B2 (en) 2012-03-06 2016-10-04 DPTechnologies, Inc. Method and apparatus to provide an improved sleep experience by selecting an optimal next sleep state for a user
US10791986B1 (en) * 2012-04-05 2020-10-06 Dp Technologies, Inc. Sleep sound detection system and use
US20140051943A1 (en) * 2012-08-14 2014-02-20 Good Sleep, Llc Systems And Methods For Sleep Monitoring
US20140051942A1 (en) * 2012-08-14 2014-02-20 Good Sleep, Llc Systems And Methods For Sleep Monitoring
CN104853671B (en) 2012-12-17 2019-04-30 皇家飞利浦有限公司 The sleep apnea diagnostic system of information is generated using non-interfering audio analysis
US9420856B2 (en) 2013-03-04 2016-08-23 Hello Inc. Wearable device with adjacent magnets magnetized in different directions
US9526422B2 (en) 2013-03-04 2016-12-27 Hello Inc. System for monitoring individuals with a monitoring device, telemetry system, activity manager and a feedback system
US20140247155A1 (en) * 2013-03-04 2014-09-04 Hello Inc. Methods using a mobile device to monitor an individual's activities, behaviors, habits or health parameters
US9430938B2 (en) 2013-03-04 2016-08-30 Hello Inc. Monitoring device with selectable wireless communication
US9330561B2 (en) * 2013-03-04 2016-05-03 Hello Inc. Remote communication systems and methods for communicating with a building gateway control to control building systems and elements
US9532716B2 (en) * 2013-03-04 2017-01-03 Hello Inc. Systems using lifestyle database analysis to provide feedback
US9425627B2 (en) 2013-03-04 2016-08-23 Hello Inc. Telemetry system with remote firmware updates
US9427189B2 (en) 2013-03-04 2016-08-30 Hello Inc. Monitoring system and device with sensors that are responsive to skin pigmentation
US9367793B2 (en) 2013-03-04 2016-06-14 Hello Inc. Wearable device with magnets distanced from exterior surfaces of the wearable device
US9320434B2 (en) * 2013-03-04 2016-04-26 Hello Inc. Patient monitoring systems and messages that send alerts to patients only when the patient is awake
US9159223B2 (en) * 2013-03-04 2015-10-13 Hello, Inc. User monitoring device configured to be in communication with an emergency response system or team
US9357922B2 (en) * 2013-03-04 2016-06-07 Hello Inc. User or patient monitoring systems with one or more analysis tools
US9424508B2 (en) 2013-03-04 2016-08-23 Hello Inc. Wearable device with magnets having first and second polarities
US9530089B2 (en) 2013-03-04 2016-12-27 Hello Inc. Wearable device with overlapping ends coupled by magnets of a selected width, length and depth
US9594354B1 (en) 2013-04-19 2017-03-14 Dp Technologies, Inc. Smart watch extended system
CA2915473A1 (en) * 2013-05-15 2014-11-20 Amiigo, Inc. Correlating sensor data obtained from a wearable sensor device with sensor data obtained from a smart phone
GB201310824D0 (en) * 2013-06-18 2013-07-31 Smiths Medical Int Ltd Respiratory therapy apparatus and methods
US10058290B1 (en) 2013-06-21 2018-08-28 Fitbit, Inc. Monitoring device with voice interaction
US9993166B1 (en) 2013-06-21 2018-06-12 Fitbit, Inc. Monitoring device using radar and measuring motion with a non-contact device
US10004451B1 (en) 2013-06-21 2018-06-26 Fitbit, Inc. User monitoring system
US20150073289A1 (en) * 2013-09-06 2015-03-12 Melissa Susann Lim System and method for sleep disorder diagnosis and treatment
US10265014B2 (en) 2013-09-06 2019-04-23 Somnology, Inc. System and method for sleep disorder diagnosis and treatment
US10265013B2 (en) 2013-09-06 2019-04-23 Somnology, Inc. System and method for sleep disorder diagnosis and treatment
US20150094606A1 (en) * 2013-10-02 2015-04-02 Xerox Corporation Breathing pattern identification for respiratory function assessment
WO2015107681A1 (en) 2014-01-17 2015-07-23 任天堂株式会社 Information processing system, information processing server, information processing program, and information providing method
US20160331303A1 (en) * 2014-01-22 2016-11-17 Entanti Limited Methods and systems for snore detection and correction
US9883847B2 (en) 2014-01-29 2018-02-06 University Of Maryland, Baltimore Ultrasound localization of obstruction for obstructive sleep apnea
US11963792B1 (en) 2014-05-04 2024-04-23 Dp Technologies, Inc. Sleep ecosystem
US20150342519A1 (en) * 2014-05-28 2015-12-03 Huneo, LLC System and method for diagnosing medical condition
US20150355612A1 (en) 2014-06-05 2015-12-10 Morphy Inc. Methods and systems for controlling home appliances based on human biological signals
US9694156B2 (en) 2014-06-05 2017-07-04 Eight Sleep Inc. Bed device system and methods
US20150351699A1 (en) * 2014-06-06 2015-12-10 Covidien Lp Systems and methods for analyzing a respiratory parameter
EP3179381A4 (en) * 2014-08-07 2018-04-11 Nintendo Co., Ltd. Information processing system, information processing server, information processing program, and information provision method
US11974847B2 (en) 2014-08-07 2024-05-07 Nintendo Co., Ltd. Information processing system, information processing device, storage medium storing information processing program, and information processing method
US20160095570A1 (en) 2014-10-02 2016-04-07 Michiel Allessie Method for detecting teeth grinding
WO2016053897A1 (en) * 2014-10-03 2016-04-07 Los Angeles Biomedical Research Institute At Harbor-Ucla Medical Center Wearable devices configured for facilitating diagnosis and/or assessment of pulmonary diseases, and corresponding methods
EP3250130B1 (en) * 2015-01-29 2021-10-20 University of Maryland, Baltimore Ultrasound localization of obstruction for obstructive sleep apnea
US9865256B2 (en) * 2015-02-27 2018-01-09 Storz Endoskop Produktions Gmbh System and method for calibrating a speech recognition system to an operating environment
WO2016142793A1 (en) * 2015-03-12 2016-09-15 Quattrone Aldo Portable electronic device to process a signal acquired from a living body and method thereof
US11883188B1 (en) 2015-03-16 2024-01-30 Dp Technologies, Inc. Sleep surface sensor based sleep analysis system
US10143418B2 (en) 2015-04-10 2018-12-04 Dymedix Corporation Combination airflow, sound and pulse wave sensor pack with smartphone data aquisition and transfer
CN104866575A (en) * 2015-05-25 2015-08-26 深圳创维-Rgb电子有限公司 Teeth grinding detection method and detection system based on smart device
US10154932B2 (en) 2015-11-16 2018-12-18 Eight Sleep Inc. Adjustable bedframe and operating methods for health monitoring
US10105092B2 (en) 2015-11-16 2018-10-23 Eight Sleep Inc. Detecting sleeping disorders
US20180064404A1 (en) * 2016-09-08 2018-03-08 Alex Zheng System and Method for Correcting Sleep Aberrations
US20180279947A1 (en) * 2017-03-30 2018-10-04 Sunil Kumar Ummat Wearable device with integrated sensors
US10542930B1 (en) 2017-07-25 2020-01-28 BlueOwl, LLC Audio assessment for analyzing sleep trends using machine learning techniques
US10957335B2 (en) * 2017-12-28 2021-03-23 Sleep Number Corporation Home automation having user privacy protections
GB2584242B (en) 2018-01-09 2022-09-14 Eight Sleep Inc Systems and methods for detecting a biological signal of a user of an article of furniture
WO2019143953A1 (en) 2018-01-19 2019-07-25 Eight Sleep Inc. Sleep pod
US11147506B2 (en) 2018-06-01 2021-10-19 Somnomed Technologies Inc. Sleep diagnostic system and method
WO2020047264A1 (en) * 2018-08-31 2020-03-05 The Trustees Of Dartmouth College A device embedded in, or attached to, a pillow configured for in-bed monitoring of respiration
US11382534B1 (en) 2018-10-15 2022-07-12 Dp Technologies, Inc. Sleep detection and analysis system
US11793453B2 (en) 2019-06-04 2023-10-24 Fitbit, Inc. Detecting and measuring snoring
US11229369B2 (en) * 2019-06-04 2022-01-25 Fitbit Inc Detecting and measuring snoring
WO2021064467A1 (en) * 2019-09-30 2021-04-08 Mari Co., Ltd Apparatus and method for snoring sound detection based on sound analysis
CN112190253A (en) * 2020-09-17 2021-01-08 广东工业大学 Classification method for severity of obstructive sleep apnea
WO2022155391A1 (en) * 2021-01-13 2022-07-21 Barnacka Anna System and method for noninvasive sleep monitoring and reporting
CN113925464B (en) * 2021-10-19 2024-06-04 麒盛科技股份有限公司 Method for detecting sleep apnea based on mobile equipment
WO2023235499A1 (en) * 2022-06-03 2023-12-07 Texas Medical Center Methods and systems for analyzing airway events

Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20060097884A1 (en) * 2004-11-08 2006-05-11 Samsung Electronics Co., Ltd. Rising-alarm generating apparatus, medium, and method
US20070096927A1 (en) * 2004-07-23 2007-05-03 Innovalarm Corporation Home health and medical monitoring method and service
US20080319277A1 (en) * 2005-06-13 2008-12-25 Braebon Medical Corporation Sleep disorder monitoring and diagnostic system
US20090227888A1 (en) * 2005-12-20 2009-09-10 Smart Valley Software Oy Method and an apparatus for measuring and analyzing movements of a human or an animal using sound signals

Family Cites Families (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO1998052467A1 (en) * 1997-05-16 1998-11-26 Resmed Limited Respiratory-analysis systems
US6935335B1 (en) * 2000-08-17 2005-08-30 Ilife Systems, Inc. System and method for treating obstructive sleep apnea
US6827695B2 (en) * 2002-10-25 2004-12-07 Revivant Corporation Method of determining depth of compressions during cardio-pulmonary resuscitation
US7835529B2 (en) * 2003-03-19 2010-11-16 Irobot Corporation Sound canceling systems and methods
US7248915B2 (en) * 2004-02-26 2007-07-24 Nokia Corporation Natural alarm clock

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20070096927A1 (en) * 2004-07-23 2007-05-03 Innovalarm Corporation Home health and medical monitoring method and service
US20060097884A1 (en) * 2004-11-08 2006-05-11 Samsung Electronics Co., Ltd. Rising-alarm generating apparatus, medium, and method
US20080319277A1 (en) * 2005-06-13 2008-12-25 Braebon Medical Corporation Sleep disorder monitoring and diagnostic system
US20090227888A1 (en) * 2005-12-20 2009-09-10 Smart Valley Software Oy Method and an apparatus for measuring and analyzing movements of a human or an animal using sound signals

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN105708609A (en) * 2016-01-26 2016-06-29 北京小米移动软件有限公司 User snore reminding method, device and system

Also Published As

Publication number Publication date
EP2575599A4 (en) 2017-08-02
CA2800885A1 (en) 2011-12-01
US20130144190A1 (en) 2013-06-06
EP2575599A2 (en) 2013-04-10
WO2011150362A2 (en) 2011-12-01

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