CN101087559A - 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 PDFInfo
- Publication number
- CN101087559A CN101087559A CNA2005800443210A CN200580044321A CN101087559A CN 101087559 A CN101087559 A CN 101087559A CN A2005800443210 A CNA2005800443210 A CN A2005800443210A CN 200580044321 A CN200580044321 A CN 200580044321A CN 101087559 A CN101087559 A CN 101087559A
- Authority
- CN
- China
- Prior art keywords
- signal
- sleep disordered
- diagnose sleep
- existence
- cheyne
- Prior art date
- Legal status (The legal status 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 status listed.)
- Granted
Links
- 238000000034 method Methods 0.000 title claims abstract description 83
- 230000029058 respiratory gaseous exchange Effects 0.000 title claims abstract description 56
- 230000000241 respiratory effect Effects 0.000 title claims description 11
- 208000000122 hyperventilation Diseases 0.000 claims abstract description 51
- 238000004422 calculation algorithm Methods 0.000 claims abstract description 25
- 208000037265 diseases, disorders, signs and symptoms Diseases 0.000 claims abstract description 14
- 201000010099 disease Diseases 0.000 claims abstract description 13
- 238000009423 ventilation Methods 0.000 claims description 68
- 230000007958 sleep Effects 0.000 claims description 52
- 239000013598 vector Substances 0.000 claims description 27
- 238000012549 training Methods 0.000 claims description 26
- 206010003497 Asphyxia Diseases 0.000 claims description 24
- 230000006870 function Effects 0.000 claims description 18
- 238000012360 testing method Methods 0.000 claims description 13
- 239000011159 matrix material Substances 0.000 claims description 10
- 239000000284 extract Substances 0.000 claims description 9
- 238000001914 filtration Methods 0.000 claims description 9
- 239000012634 fragment Substances 0.000 claims description 9
- 230000014509 gene expression Effects 0.000 claims description 9
- 238000004458 analytical method Methods 0.000 claims description 7
- QVGXLLKOCUKJST-UHFFFAOYSA-N atomic oxygen Chemical group [O] QVGXLLKOCUKJST-UHFFFAOYSA-N 0.000 claims description 6
- 229910052760 oxygen Inorganic materials 0.000 claims description 6
- 239000001301 oxygen Substances 0.000 claims description 6
- 230000002085 persistent effect Effects 0.000 claims description 6
- 238000004364 calculation method Methods 0.000 claims description 5
- 230000035945 sensitivity Effects 0.000 claims description 5
- 230000007423 decrease Effects 0.000 claims description 4
- 230000007935 neutral effect Effects 0.000 claims description 4
- 238000007619 statistical method Methods 0.000 claims description 4
- 238000002790 cross-validation Methods 0.000 claims description 3
- 238000007476 Maximum Likelihood Methods 0.000 claims description 2
- 230000006835 compression Effects 0.000 claims description 2
- 238000007906 compression Methods 0.000 claims description 2
- 238000000354 decomposition reaction Methods 0.000 claims description 2
- 230000002068 genetic effect Effects 0.000 claims description 2
- 238000010801 machine learning Methods 0.000 claims description 2
- 238000002922 simulated annealing Methods 0.000 claims description 2
- 238000012706 support-vector machine Methods 0.000 claims description 2
- 241000256844 Apis mellifera Species 0.000 claims 1
- 230000008569 process Effects 0.000 description 13
- 238000003745 diagnosis Methods 0.000 description 11
- 239000000523 sample Substances 0.000 description 10
- 206010021079 Hypopnoea Diseases 0.000 description 7
- 206010019280 Heart failures Diseases 0.000 description 6
- 238000005516 engineering process Methods 0.000 description 6
- 201000002859 sleep apnea Diseases 0.000 description 6
- 238000001514 detection method Methods 0.000 description 5
- 238000010586 diagram Methods 0.000 description 5
- 230000008859 change Effects 0.000 description 4
- 238000007621 cluster analysis Methods 0.000 description 4
- 206010041235 Snoring Diseases 0.000 description 3
- 208000008784 apnea Diseases 0.000 description 3
- 239000008280 blood Substances 0.000 description 3
- 210000004369 blood Anatomy 0.000 description 3
- 210000000038 chest Anatomy 0.000 description 3
- 238000010606 normalization Methods 0.000 description 3
- 230000000414 obstructive effect Effects 0.000 description 3
- 238000012216 screening Methods 0.000 description 3
- 238000000926 separation method Methods 0.000 description 3
- 206010007559 Cardiac failure congestive Diseases 0.000 description 2
- 230000003187 abdominal effect Effects 0.000 description 2
- 210000004556 brain Anatomy 0.000 description 2
- 238000013461 design Methods 0.000 description 2
- 230000000694 effects Effects 0.000 description 2
- 230000002708 enhancing effect Effects 0.000 description 2
- 238000000605 extraction Methods 0.000 description 2
- 230000007774 longterm Effects 0.000 description 2
- 208000001797 obstructive sleep apnea Diseases 0.000 description 2
- 238000012545 processing Methods 0.000 description 2
- 238000002106 pulse oximetry Methods 0.000 description 2
- 238000005070 sampling Methods 0.000 description 2
- 230000001225 therapeutic effect Effects 0.000 description 2
- 230000000007 visual effect Effects 0.000 description 2
- 208000000884 Airway Obstruction Diseases 0.000 description 1
- 206010002660 Anoxia Diseases 0.000 description 1
- 241000976983 Anoxia Species 0.000 description 1
- 238000012935 Averaging Methods 0.000 description 1
- 208000024172 Cardiovascular disease Diseases 0.000 description 1
- 206010008501 Cheyne-Stokes respiration Diseases 0.000 description 1
- 241001269238 Data Species 0.000 description 1
- 108010054147 Hemoglobins Proteins 0.000 description 1
- 102000001554 Hemoglobins Human genes 0.000 description 1
- 206010021143 Hypoxia Diseases 0.000 description 1
- 108010064719 Oxyhemoglobins Proteins 0.000 description 1
- 206010041349 Somnolence Diseases 0.000 description 1
- 210000001015 abdomen Anatomy 0.000 description 1
- 230000002159 abnormal effect Effects 0.000 description 1
- 230000009471 action Effects 0.000 description 1
- 230000007953 anoxia Effects 0.000 description 1
- 230000008901 benefit Effects 0.000 description 1
- 230000002146 bilateral effect Effects 0.000 description 1
- 230000033228 biological regulation Effects 0.000 description 1
- 230000000903 blocking effect Effects 0.000 description 1
- 210000000481 breast Anatomy 0.000 description 1
- 230000000747 cardiac effect Effects 0.000 description 1
- 150000001875 compounds Chemical class 0.000 description 1
- 238000004590 computer program Methods 0.000 description 1
- 238000012937 correction Methods 0.000 description 1
- 125000004122 cyclic group Chemical group 0.000 description 1
- 230000001934 delay Effects 0.000 description 1
- 230000004069 differentiation Effects 0.000 description 1
- 230000008034 disappearance Effects 0.000 description 1
- 208000035475 disorder Diseases 0.000 description 1
- 238000006073 displacement reaction Methods 0.000 description 1
- 210000000624 ear auricle Anatomy 0.000 description 1
- 239000012530 fluid Substances 0.000 description 1
- 208000035474 group of disease Diseases 0.000 description 1
- 230000004217 heart function Effects 0.000 description 1
- 230000000870 hyperventilation Effects 0.000 description 1
- 238000009434 installation Methods 0.000 description 1
- 210000004072 lung Anatomy 0.000 description 1
- 238000005259 measurement Methods 0.000 description 1
- 239000000203 mixture Substances 0.000 description 1
- 238000012986 modification Methods 0.000 description 1
- 230000004048 modification Effects 0.000 description 1
- 230000000877 morphologic effect Effects 0.000 description 1
- 210000003205 muscle Anatomy 0.000 description 1
- 230000003287 optical effect Effects 0.000 description 1
- 230000037361 pathway Effects 0.000 description 1
- 238000003909 pattern recognition Methods 0.000 description 1
- 230000000737 periodic effect Effects 0.000 description 1
- 238000002203 pretreatment Methods 0.000 description 1
- 238000005086 pumping Methods 0.000 description 1
- 230000004044 response Effects 0.000 description 1
- 229920006395 saturated elastomer Polymers 0.000 description 1
- 241000894007 species Species 0.000 description 1
- 238000010183 spectrum analysis Methods 0.000 description 1
- 230000008961 swelling Effects 0.000 description 1
- 208000024891 symptom Diseases 0.000 description 1
- 208000011580 syndromic disease Diseases 0.000 description 1
- 210000004888 thoracic abdominal cavity Anatomy 0.000 description 1
- 210000000115 thoracic cavity Anatomy 0.000 description 1
- 230000001052 transient effect Effects 0.000 description 1
- 230000003519 ventilatory effect Effects 0.000 description 1
- 238000012800 visualization Methods 0.000 description 1
- 238000004018 waxing Methods 0.000 description 1
- 230000003313 weakening effect Effects 0.000 description 1
- 238000010626 work up procedure Methods 0.000 description 1
Images
Classifications
-
- 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—Detecting, measuring or recording 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, pH value; Measuring characteristics of body fluids or tissues, e.g. interstitial fluid, 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. mouth-to-mouth respiration; Tracheal tubes
- A61M16/021—Devices for influencing the respiratory system of patients by gas treatment, e.g. mouth-to-mouth respiration; 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
Landscapes
- Health & Medical Sciences (AREA)
- 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)
Abstract
Description
Claims (51)
Applications Claiming Priority (3)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
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 |
Related Child Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN201110064713.0A Division CN102172328B (zh) | 2004-12-23 | 2005-12-21 | 从呼吸信号中检测和区别呼吸模式的方法 |
Publications (2)
Publication Number | Publication Date |
---|---|
CN101087559A true CN101087559A (zh) | 2007-12-12 |
CN101087559B CN101087559B (zh) | 2011-03-30 |
Family
ID=36601272
Family Applications (2)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN201110064713.0A Expired - Fee Related CN102172328B (zh) | 2004-12-23 | 2005-12-21 | 从呼吸信号中检测和区别呼吸模式的方法 |
CN2005800443210A Expired - Fee Related CN101087559B (zh) | 2004-12-23 | 2005-12-21 | 从呼吸信号中检测和区别呼吸模式的方法 |
Family Applications Before (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN201110064713.0A Expired - Fee Related CN102172328B (zh) | 2004-12-23 | 2005-12-21 | 从呼吸信号中检测和区别呼吸模式的方法 |
Country Status (7)
Country | Link |
---|---|
US (3) | US8066647B2 (zh) |
EP (4) | EP2377462A3 (zh) |
JP (3) | JP5478017B2 (zh) |
CN (2) | CN102172328B (zh) |
AU (1) | AU2005318949B2 (zh) |
NZ (2) | NZ554108A (zh) |
WO (1) | WO2006066337A1 (zh) |
Cited By (17)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN102481127A (zh) * | 2009-08-13 | 2012-05-30 | 帝人制药株式会社 | 呼吸波形信息的运算装置和利用呼吸波形信息的医疗设备 |
CN102481099A (zh) * | 2009-08-31 | 2012-05-30 | 皇家飞利浦电子股份有限公司 | 用于检测呼吸信息的方法和*** |
CN103705242A (zh) * | 2012-09-28 | 2014-04-09 | 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 |
CN104640591A (zh) * | 2012-01-27 | 2015-05-20 | 瑞思迈有限公司 | 潮式呼吸模式的辨别 |
CN102238975B (zh) * | 2008-11-03 | 2016-03-09 | 公共救济事业局-巴黎医院 | 借助辅助呼吸的病人与相应辅助仪器之间的失配量化*** |
CN106419846A (zh) * | 2016-10-14 | 2017-02-22 | 广州南北电子科技有限公司 | 一种呼吸暂停检测方法 |
CN106999143A (zh) * | 2014-12-12 | 2017-08-01 | 皇家飞利浦有限公司 | 声学监测***、监测方法和监测计算机程序 |
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 |
CN108392186A (zh) * | 2018-04-19 | 2018-08-14 | 广西欣歌拉科技有限公司 | 一种非接触式睡眠呼吸暂停症检测方法及*** |
CN109480783A (zh) * | 2018-12-20 | 2019-03-19 | 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 |
CN109982737A (zh) * | 2016-11-30 | 2019-07-05 | 索尼公司 | 输出控制装置、输出控制方法以及程序 |
CN110547802A (zh) * | 2019-09-11 | 2019-12-10 | 京东方科技集团股份有限公司 | 识别呼吸状态的方法、计算机装置和存储介质 |
US10512429B2 (en) | 2004-12-23 | 2019-12-24 | ResMed Pty Ltd | Discrimination of cheyne-stokes breathing patterns by use of oximetry signals |
CN111770706A (zh) * | 2017-12-28 | 2020-10-13 | 数眠公司 | 具有打鼾检测特征的床 |
CN111760140A (zh) * | 2015-03-17 | 2020-10-13 | 弗里茨·斯蒂芬医疗技术有限责任公司 | 呼吸器及其控制方法 |
US11379288B2 (en) * | 2018-08-30 | 2022-07-05 | Infineon Technologies Ag | Apparatus and method for event classification based on barometric pressure sensor data |
US11896388B2 (en) | 2004-12-23 | 2024-02-13 | ResMed Pty Ltd | Method for detecting and discriminating breathing patterns from respiratory signals |
Families Citing this family (103)
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 |
EP1660004A4 (en) | 2003-08-18 | 2017-05-31 | Breathe Technologies, Inc. | 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 |
US20060243280A1 (en) * | 2005-04-27 | 2006-11-02 | Caro Richard G | Method of determining lung condition indicators |
AU2006242838B2 (en) | 2005-04-29 | 2012-02-16 | Isonea (Israel) Ltd | Cough detector |
CN101454041B (zh) | 2005-09-20 | 2012-12-12 | 呼吸科技公司 | 对患者进行呼吸支持的***、方法和装置 |
NZ607280A (en) | 2006-03-06 | 2014-06-27 | Resmed Ltd | Method and apparatus for improved flow limitation detection of obstructive sleep apnea |
CA2652544A1 (en) | 2006-05-18 | 2007-12-13 | Breathe Technologies, Inc. | Tracheostoma spacer, tracheotomy method, and device for inserting a tracheostoma spacer |
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 |
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 |
EP2173249A4 (en) * | 2007-07-26 | 2013-07-24 | Uti Limited Partnership | TRANSITION INTERVENTION FOR MODIFYING THE BREATHING OF A PATIENT |
EP2203206A4 (en) | 2007-09-26 | 2017-12-06 | Breathe Technologies, Inc. | Methods and devices for treating sleep apnea |
EP2200686A4 (en) | 2007-09-26 | 2017-11-01 | Breathe Technologies, Inc. | Methods and devices for providing inspiratory and expiratory flow relief during ventilation therapy |
WO2009086033A1 (en) * | 2007-12-20 | 2009-07-09 | 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 |
EP2265178A1 (en) * | 2008-04-17 | 2010-12-29 | Dymedix Corporation | Creating multiple outputs from a single sensor |
WO2009151791A2 (en) | 2008-04-18 | 2009-12-17 | Breathe Technologies, Inc. | Methods and devices for sensing respiration and controlling ventilator functions |
EP2274036A4 (en) | 2008-04-18 | 2014-08-13 | Breathe Technologies Inc | METHODS AND DEVICES FOR DETECTING BREATHING AND CONTROLLING INSUFFLATOR FUNCTIONS |
FR2930165B1 (fr) * | 2008-04-21 | 2010-08-20 | Air Liquide | Dispositif de detection de l'observance par un patient d'un traitement d'oxygenotherapie |
EP2313036A1 (en) | 2008-05-02 | 2011-04-27 | 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 |
US8677999B2 (en) | 2008-08-22 | 2014-03-25 | Breathe Technologies, Inc. | Methods and devices for providing mechanical ventilation with an open airway interface |
US20100049264A1 (en) | 2008-08-22 | 2010-02-25 | Dymedix Corporation | Diagnostic indicator and PSG interface for a closed loop neuromodulator |
US10252020B2 (en) | 2008-10-01 | 2019-04-09 | Breathe Technologies, Inc. | Ventilator with biofeedback monitoring and control for improving patient activity and health |
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 |
US9675774B2 (en) | 2009-04-02 | 2017-06-13 | Breathe Technologies, Inc. | Methods, systems and devices for non-invasive open ventilation with gas delivery nozzles in free space |
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 |
NZ594879A (en) * | 2009-04-20 | 2013-08-30 | Resmed Ltd | 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 |
WO2011009085A2 (en) * | 2009-07-17 | 2011-01-20 | Oregon Health & Science University | Method and apparatus for assessment of sleep disorders |
EP2473221B1 (en) | 2009-09-03 | 2020-11-11 | Breathe Technologies, Inc. | Systems for non-invasive ventilation including a non-sealing ventilation interface with an entrainment port and/or pressure feature |
EP2477544A4 (en) * | 2009-09-14 | 2017-11-01 | Sleep Methods | 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 |
US9724016B1 (en) | 2009-10-16 | 2017-08-08 | Masimo Corp. | Respiration processor |
US9307928B1 (en) | 2010-03-30 | 2016-04-12 | Masimo Corporation | Plethysmographic respiration processor |
SG184338A1 (en) | 2010-03-31 | 2012-11-29 | Univ Nanyang Tech | An air conduction sensor and a system and a method for monitoring a health condition |
AU2011292111B2 (en) | 2010-08-16 | 2015-03-26 | 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 |
US20150011840A1 (en) * | 2011-08-08 | 2015-01-08 | Isonea (Israel) Limited | Event sequencing using acoustic respiratory markers and methods |
US9597468B2 (en) | 2011-11-07 | 2017-03-21 | Redmed Limited | Methods and apparatus for providing ventilation to a patient |
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 |
WO2013179254A1 (en) * | 2012-05-31 | 2013-12-05 | 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 |
NZ630602A (en) * | 2012-09-19 | 2016-10-28 | Resmed Sensor Technologies Ltd | System and method for determining sleep stage |
US10441181B1 (en) | 2013-03-13 | 2019-10-15 | Masimo Corporation | Acoustic pulse and respiration monitoring system |
US20140323824A1 (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) |
US10596336B2 (en) * | 2013-09-25 | 2020-03-24 | Maquet Critical Care Ab | Neurally triggered support ventilation during high frequency 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 |
WO2015200750A1 (en) * | 2014-06-27 | 2015-12-30 | 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. |
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 |
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 |
EP3359035B1 (en) * | 2015-10-07 | 2021-12-29 | Koninklijke Philips N.V. | Device and system for determining a respiratory feature of a subject based on a breathing gas |
EP3410934B1 (en) | 2016-02-02 | 2021-04-07 | 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 |
WO2017221745A1 (ja) * | 2016-06-20 | 2017-12-28 | 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 |
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 |
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 |
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 |
WO2019060298A1 (en) | 2017-09-19 | 2019-03-28 | Neuroenhancement Lab, LLC | METHOD AND APPARATUS FOR NEURO-ACTIVATION |
US10792449B2 (en) | 2017-10-03 | 2020-10-06 | Breathe Technologies, Inc. | Patient interface with integrated jet pump |
GB2610140B (en) | 2017-10-06 | 2023-06-14 | Fisher & Paykel Healthcare Ltd | Closed loop oxygen control |
US11717686B2 (en) | 2017-12-04 | 2023-08-08 | Neuroenhancement Lab, LLC | Method and apparatus for neuroenhancement to facilitate learning and performance |
EP3731749A4 (en) | 2017-12-31 | 2022-07-27 | Neuroenhancement Lab, LLC | NEURO-ACTIVATION SYSTEM AND METHOD FOR ENHANCING 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 |
US11364361B2 (en) | 2018-04-20 | 2022-06-21 | Neuroenhancement Lab, LLC | System and method for inducing sleep by transplanting mental states |
US12007405B2 (en) | 2018-06-11 | 2024-06-11 | National Institute For Materials Science | Material analysis method and material analysis apparatus |
CN113382683A (zh) | 2018-09-14 | 2021-09-10 | 纽罗因恒思蒙特实验有限责任公司 | 改善睡眠的***和方法 |
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 |
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 |
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、***及介质 |
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 |
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 |
Family Cites Families (69)
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 |
DE69433051T2 (de) * | 1993-11-05 | 2004-06-03 | Resmed Ltd., North Ryde | Sensor für Apnoe und Hindernis im Luftweg eines Atmungssystems |
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 |
CN1241394A (zh) * | 1998-06-18 | 2000-01-19 | 塔埃玛 | 测定使用者睡眠呼吸期的装置 |
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 |
NZ521115A (en) * | 2000-03-02 | 2004-05-28 | Itamar Medical Ltd | Method and apparatus for the non-invasive detection of particular sleep-state conditions by monitoring the peripheral vascular system |
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 |
AU2001251514A1 (en) * | 2000-04-10 | 2001-10-23 | 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 |
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 |
EP1357834A4 (en) * | 2000-11-28 | 2004-11-17 | U S Government Represented By | DIAGNOSTIC OF BREATHING BREATHING DISORDERS |
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 |
WO2004047618A2 (en) * | 2002-11-26 | 2004-06-10 | Bradley Jeffries | Systems and methods for respiration measurement |
US7438686B2 (en) * | 2003-01-10 | 2008-10-21 | Medtronic, Inc. | Apparatus and method for monitoring for disordered breathing |
US7160252B2 (en) | 2003-01-10 | 2007-01-09 | Medtronic, Inc. | Method and apparatus for detecting respiratory disturbances |
EP1628571B1 (en) * | 2003-02-27 | 2011-08-24 | Nellcor Puritan Bennett Ireland | Method and system for analysing and processing photoplethysmogram signals using wavelet transform analysis |
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 |
ATE413902T1 (de) * | 2003-08-18 | 2008-11-15 | Cardiac Pacemakers Inc | Patientenüberwachungssystem |
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 |
US9801589B2 (en) | 2006-04-07 | 2017-10-31 | Loewenstein Medical Technology S.A. | Device and method for determining a comparison value of biodata and for recording biodata |
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 |
-
2005
- 2005-12-21 WO PCT/AU2005/001942 patent/WO2006066337A1/en active Application Filing
- 2005-12-21 AU AU2005318949A patent/AU2005318949B2/en not_active Ceased
- 2005-12-21 NZ NZ554108A patent/NZ554108A/en unknown
- 2005-12-21 CN CN201110064713.0A patent/CN102172328B/zh not_active Expired - Fee Related
- 2005-12-21 EP EP11172606A patent/EP2377462A3/en not_active Withdrawn
- 2005-12-21 EP EP05818570A patent/EP1827227A4/en not_active Withdrawn
- 2005-12-21 EP EP11172608A patent/EP2394572A3/en not_active Withdrawn
- 2005-12-21 NZ NZ593988A patent/NZ593988A/xx unknown
- 2005-12-21 CN CN2005800443210A patent/CN101087559B/zh not_active Expired - Fee Related
- 2005-12-21 US US11/576,210 patent/US8066647B2/en not_active Expired - Fee Related
- 2005-12-21 JP JP2007547093A patent/JP5478017B2/ja not_active Expired - Fee Related
- 2005-12-21 EP EP10150057.7A patent/EP2172153B8/en active Active
-
2011
- 2011-10-04 US US13/252,640 patent/US20120088992A1/en not_active Abandoned
-
2012
- 2012-04-24 JP JP2012098897A patent/JP5662373B2/ja not_active Expired - Fee Related
-
2014
- 2014-05-07 JP JP2014096067A patent/JP5881768B2/ja not_active Expired - Fee Related
-
2021
- 2021-06-02 US US17/336,917 patent/US11896388B2/en active Active
Cited By (28)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US10512429B2 (en) | 2004-12-23 | 2019-12-24 | ResMed Pty Ltd | Discrimination of cheyne-stokes breathing patterns by use of oximetry signals |
US11896388B2 (en) | 2004-12-23 | 2024-02-13 | ResMed Pty Ltd | Method for detecting and discriminating breathing patterns from respiratory signals |
CN102238975B (zh) * | 2008-11-03 | 2016-03-09 | 公共救济事业局-巴黎医院 | 借助辅助呼吸的病人与相应辅助仪器之间的失配量化*** |
US10195377B2 (en) | 2009-08-13 | 2019-02-05 | Hidetsugu Asanoi | Device for calculating respiratory waveform information and medical instrument using respiratory waveform information |
US11571533B2 (en) | 2009-08-13 | 2023-02-07 | Hidetsugu Asanoi | Device for calculating respiratory waveform information and medical instrument using respiratory waveform information |
CN102481127B (zh) * | 2009-08-13 | 2015-07-15 | 帝人制药株式会社 | 呼吸波形信息的运算装置和利用呼吸波形信息的医疗设备 |
CN102481127A (zh) * | 2009-08-13 | 2012-05-30 | 帝人制药株式会社 | 呼吸波形信息的运算装置和利用呼吸波形信息的医疗设备 |
CN102481099A (zh) * | 2009-08-31 | 2012-05-30 | 皇家飞利浦电子股份有限公司 | 用于检测呼吸信息的方法和*** |
CN104640591A (zh) * | 2012-01-27 | 2015-05-20 | 瑞思迈有限公司 | 潮式呼吸模式的辨别 |
US10863949B2 (en) | 2012-01-27 | 2020-12-15 | ResMed Pty Ltd | Discrimination of cheyne-stokes breathing patterns |
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 |
US11992344B2 (en) | 2012-01-27 | 2024-05-28 | ResMed Pty Ltd | Discrimination of cheyne stokes breathing patterns |
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 |
CN103705242A (zh) * | 2012-09-28 | 2014-04-09 | 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 |
CN106999143A (zh) * | 2014-12-12 | 2017-08-01 | 皇家飞利浦有限公司 | 声学监测***、监测方法和监测计算机程序 |
CN111760140B (zh) * | 2015-03-17 | 2023-11-21 | 弗里茨·斯蒂芬医疗技术有限责任公司 | 呼吸器及其控制方法 |
CN111760140A (zh) * | 2015-03-17 | 2020-10-13 | 弗里茨·斯蒂芬医疗技术有限责任公司 | 呼吸器及其控制方法 |
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 |
CN106419846A (zh) * | 2016-10-14 | 2017-02-22 | 广州南北电子科技有限公司 | 一种呼吸暂停检测方法 |
CN109982737A (zh) * | 2016-11-30 | 2019-07-05 | 索尼公司 | 输出控制装置、输出控制方法以及程序 |
CN109982737B (zh) * | 2016-11-30 | 2022-06-28 | 索尼公司 | 输出控制装置、输出控制方法以及程序 |
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 |
CN111770706A (zh) * | 2017-12-28 | 2020-10-13 | 数眠公司 | 具有打鼾检测特征的床 |
CN108392186A (zh) * | 2018-04-19 | 2018-08-14 | 广西欣歌拉科技有限公司 | 一种非接触式睡眠呼吸暂停症检测方法及*** |
US11379288B2 (en) * | 2018-08-30 | 2022-07-05 | Infineon Technologies Ag | Apparatus and method for event classification based on barometric pressure sensor data |
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 |
CN109480783A (zh) * | 2018-12-20 | 2019-03-19 | 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 |
CN110547802A (zh) * | 2019-09-11 | 2019-12-10 | 京东方科技集团股份有限公司 | 识别呼吸状态的方法、计算机装置和存储介质 |
Also Published As
Publication number | Publication date |
---|---|
US8066647B2 (en) | 2011-11-29 |
US11896388B2 (en) | 2024-02-13 |
US20120088992A1 (en) | 2012-04-12 |
WO2006066337A1 (en) | 2006-06-29 |
JP5881768B2 (ja) | 2016-03-09 |
JP5478017B2 (ja) | 2014-04-23 |
NZ593988A (en) | 2012-12-21 |
AU2005318949B2 (en) | 2012-05-10 |
EP2394572A3 (en) | 2012-05-09 |
US20080177195A1 (en) | 2008-07-24 |
CN102172328A (zh) | 2011-09-07 |
AU2005318949A1 (en) | 2006-06-29 |
EP2377462A2 (en) | 2011-10-19 |
EP2377462A3 (en) | 2012-01-11 |
EP1827227A4 (en) | 2009-04-08 |
JP2008525060A (ja) | 2008-07-17 |
EP2394572A2 (en) | 2011-12-14 |
EP2172153B1 (en) | 2019-06-05 |
JP2012161641A (ja) | 2012-08-30 |
EP2172153B8 (en) | 2019-07-24 |
JP5662373B2 (ja) | 2015-01-28 |
CN101087559B (zh) | 2011-03-30 |
CN102172328B (zh) | 2014-11-12 |
EP1827227A1 (en) | 2007-09-05 |
NZ554108A (en) | 2012-04-27 |
JP2014166572A (ja) | 2014-09-11 |
EP2172153A1 (en) | 2010-04-07 |
US20210353221A1 (en) | 2021-11-18 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CN101087559B (zh) | 从呼吸信号中检测和区别呼吸模式的方法 | |
US10512429B2 (en) | Discrimination of cheyne-stokes breathing patterns by use of oximetry signals | |
CN102458245B (zh) | 使用血氧饱和度信号辨别潮式呼吸模式 | |
JP6199312B2 (ja) | チェーンストークス呼吸パターンの判別 | |
US20190015614A1 (en) | Systems, devices, and methodologies to provide protective and personalized ventilation | |
CN108670200A (zh) | 一种基于深度学习的睡眠鼾声分类检测方法及*** | |
WO2014113599A1 (en) | Detection of sleep apnea using respiratory signals | |
Muthusamy et al. | Computerized acoustical techniques for respiratory flow-sound analysis: a systematic review | |
CN111281349B (zh) | 睡眠呼吸障碍监测方法及*** | |
AU2013221962B2 (en) | Discrimination of Cheyne-Stokes Breathing Patterns by Use of Oximetry Signals | |
Kohzadi et al. | Designing an intelligent system for diagnosing type of sleep apnea and determining its severity | |
Yang et al. | An Adaptive CUSUM Approach for Automating Sleep Apnoea Analysis Based on Pulse and Oximetry Data |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
C06 | Publication | ||
PB01 | Publication | ||
C10 | Entry into substantive examination | ||
SE01 | Entry into force of request for substantive examination | ||
C14 | Grant of patent or utility model | ||
GR01 | Patent grant | ||
C56 | Change in the name or address of the patentee |
Owner name: RESMED LIMITED Free format text: FORMER NAME: RAYSMEDD CO., LTD. |
|
CP01 | Change in the name or title of a patent holder |
Address after: New South Wales, Australia Patentee after: RESMED LTD. Address before: New South Wales, Australia Patentee before: Raysmedd Co., Ltd. |
|
CP01 | Change in the name or title of a patent holder | ||
CP01 | Change in the name or title of a patent holder |
Address after: New South Wales, Australia Patentee after: Reisman Private Limited Address before: New South Wales, Australia Patentee before: RESMED LTD. |
|
CF01 | Termination of patent right due to non-payment of annual fee | ||
CF01 | Termination of patent right due to non-payment of annual fee |
Granted publication date: 20110330 Termination date: 20201221 |