WO2006054306A3 - Sleep staging based on cardio-respiratory signals - Google Patents
Sleep staging based on cardio-respiratory signals Download PDFInfo
- Publication number
- WO2006054306A3 WO2006054306A3 PCT/IL2005/001233 IL2005001233W WO2006054306A3 WO 2006054306 A3 WO2006054306 A3 WO 2006054306A3 IL 2005001233 W IL2005001233 W IL 2005001233W WO 2006054306 A3 WO2006054306 A3 WO 2006054306A3
- Authority
- WO
- WIPO (PCT)
- Prior art keywords
- cardio
- respiratory signals
- sleep staging
- patient
- staging based
- Prior art date
Links
Classifications
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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
- A61B5/145—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
- A61B5/1455—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 using optical sensors, e.g. spectral photometrical oximeters
- A61B5/14551—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 using optical sensors, e.g. spectral photometrical oximeters for measuring blood gases
-
- 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
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/103—Detecting, measuring or recording devices for testing the shape, pattern, colour, size or movement of the body or parts thereof, for diagnostic purposes
- A61B5/11—Measuring movement of the entire body or parts thereof, e.g. head or hand tremor, mobility of a limb
- A61B5/113—Measuring movement of the entire body or parts thereof, e.g. head or hand tremor, mobility of a limb occurring during breathing
- A61B5/1135—Measuring movement of the entire body or parts thereof, e.g. head or hand tremor, mobility of a limb occurring during breathing by monitoring thoracic expansion
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/24—Detecting, measuring or recording bioelectric or biomagnetic signals of the body or parts thereof
- A61B5/316—Modalities, i.e. specific diagnostic methods
- A61B5/318—Heart-related electrical modalities, e.g. electrocardiography [ECG]
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/48—Other medical applications
- A61B5/4806—Sleep evaluation
- A61B5/4812—Detecting sleep stages or cycles
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/48—Other medical applications
- A61B5/4806—Sleep evaluation
- A61B5/4815—Sleep quality
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/68—Arrangements of detecting, measuring or recording means, e.g. sensors, in relation to patient
- A61B5/6801—Arrangements of detecting, measuring or recording means, e.g. sensors, in relation to patient specially adapted to be attached to or worn on the body surface
- A61B5/6802—Sensor mounted on worn items
- A61B5/681—Wristwatch-type devices
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/68—Arrangements of detecting, measuring or recording means, e.g. sensors, in relation to patient
- A61B5/6801—Arrangements of detecting, measuring or recording means, e.g. sensors, in relation to patient specially adapted to be attached to or worn on the body surface
- A61B5/6813—Specially adapted to be attached to a specific body part
- A61B5/6825—Hand
- A61B5/6826—Finger
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/68—Arrangements of detecting, measuring or recording means, e.g. sensors, in relation to patient
- A61B5/6801—Arrangements of detecting, measuring or recording means, e.g. sensors, in relation to patient specially adapted to be attached to or worn on the body surface
- A61B5/683—Means for maintaining contact with the body
- A61B5/6838—Clamps or clips
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/72—Signal processing specially adapted for physiological signals or for diagnostic purposes
- A61B5/7235—Details of waveform analysis
- A61B5/7264—Classification of physiological signals or data, e.g. using neural networks, statistical classifiers, expert systems or fuzzy systems
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/08—Detecting, measuring or recording devices for evaluating the respiratory organs
- A61B5/082—Evaluation by breath analysis, e.g. determination of the chemical composition of exhaled breath
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/48—Other medical applications
- A61B5/4806—Sleep evaluation
- A61B5/4809—Sleep detection, i.e. determining whether a subject is asleep or not
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/72—Signal processing specially adapted for physiological signals or for diagnostic purposes
- A61B5/7203—Signal processing specially adapted for physiological signals or for diagnostic purposes for noise prevention, reduction or removal
- A61B5/7207—Signal processing specially adapted for physiological signals or for diagnostic purposes for noise prevention, reduction or removal of noise induced by motion artifacts
-
- 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
- A61B5/7264—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
-
- 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
- G16H50/20—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for computer-aided diagnosis, e.g. based on medical expert systems
Abstract
Priority Applications (5)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
EP05808274A EP1819272A4 (en) | 2004-11-22 | 2005-11-22 | Sleep staging based on cardio-respiratory signals |
US11/750,221 US7674230B2 (en) | 2004-11-22 | 2007-05-17 | Sleep monitoring using a photoplethysmograph |
US11/750,222 US7803118B2 (en) | 2004-11-22 | 2007-05-17 | Detection of heart failure using a photoplethysmograph |
US11/750,250 US7803119B2 (en) | 2004-11-22 | 2007-05-17 | Respiration-based prognosis of heart disease |
US11/750,173 US7794406B2 (en) | 2004-11-22 | 2007-05-17 | Detection of cardiac arrhythmias using a photoplethysmograph |
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US10/995,817 | 2004-11-22 | ||
US10/995,817 US7578793B2 (en) | 2004-11-22 | 2004-11-22 | Sleep staging based on cardio-respiratory signals |
Related Parent Applications (2)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
US10/995,817 Continuation US7578793B2 (en) | 2004-11-22 | 2004-11-22 | Sleep staging based on cardio-respiratory signals |
US11/750,221 Continuation US7674230B2 (en) | 2004-11-22 | 2007-05-17 | Sleep monitoring using a photoplethysmograph |
Related Child Applications (5)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
PCT/IL2006/000148 Continuation-In-Part WO2006082589A2 (en) | 2004-11-22 | 2006-02-07 | Detection and monitoring of stress events during sleep |
US11/750,250 Continuation-In-Part US7803119B2 (en) | 2004-11-22 | 2007-05-17 | Respiration-based prognosis of heart disease |
US11/750,221 Continuation-In-Part US7674230B2 (en) | 2004-11-22 | 2007-05-17 | Sleep monitoring using a photoplethysmograph |
US11/750,173 Continuation-In-Part US7794406B2 (en) | 2004-11-22 | 2007-05-17 | Detection of cardiac arrhythmias using a photoplethysmograph |
US11/750,222 Continuation-In-Part US7803118B2 (en) | 2004-11-22 | 2007-05-17 | Detection of heart failure using a photoplethysmograph |
Publications (2)
Publication Number | Publication Date |
---|---|
WO2006054306A2 WO2006054306A2 (en) | 2006-05-26 |
WO2006054306A3 true WO2006054306A3 (en) | 2007-10-18 |
Family
ID=36407547
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
PCT/IL2005/001233 WO2006054306A2 (en) | 2004-11-22 | 2005-11-22 | Sleep staging based on cardio-respiratory signals |
Country Status (3)
Country | Link |
---|---|
US (5) | US7578793B2 (en) |
EP (1) | EP1819272A4 (en) |
WO (1) | WO2006054306A2 (en) |
Cited By (5)
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US8403865B2 (en) | 2004-02-05 | 2013-03-26 | Earlysense Ltd. | Prediction and monitoring of clinical episodes |
US8679030B2 (en) | 2004-02-05 | 2014-03-25 | Earlysense Ltd. | Monitoring a condition of a subject |
US8734360B2 (en) | 2007-05-02 | 2014-05-27 | Earlysense Ltd. | Monitoring, predicting and treating clinical episodes |
US8942779B2 (en) | 2004-02-05 | 2015-01-27 | Early Sense Ltd. | Monitoring a condition of a subject |
US8998830B2 (en) | 2008-05-12 | 2015-04-07 | Earlysense Ltd. | Monitoring, predicting and treating clinical episodes |
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US7758503B2 (en) * | 1997-01-27 | 2010-07-20 | Lynn Lawrence A | Microprocessor system for the analysis of physiologic and financial datasets |
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US9468378B2 (en) | 1997-01-27 | 2016-10-18 | Lawrence A. Lynn | Airway instability detection system and method |
US9042952B2 (en) | 1997-01-27 | 2015-05-26 | Lawrence A. Lynn | System and method for automatic detection of a plurality of SPO2 time series pattern types |
US20080287756A1 (en) * | 1997-07-14 | 2008-11-20 | Lynn Lawrence A | Pulse oximetry relational alarm system for early recognition of instability and catastrophic occurrences |
US9521971B2 (en) | 1997-07-14 | 2016-12-20 | Lawrence A. Lynn | System and method for automatic detection of a plurality of SPO2 time series pattern types |
US20070191697A1 (en) | 2006-02-10 | 2007-08-16 | Lynn Lawrence A | System and method for SPO2 instability detection and quantification |
US9053222B2 (en) | 2002-05-17 | 2015-06-09 | Lawrence A. Lynn | Patient safety processor |
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US7803119B2 (en) | 2010-09-28 |
US20060111635A1 (en) | 2006-05-25 |
US20070213622A1 (en) | 2007-09-13 |
US7803118B2 (en) | 2010-09-28 |
US7794406B2 (en) | 2010-09-14 |
WO2006054306A2 (en) | 2006-05-26 |
US20070213621A1 (en) | 2007-09-13 |
US20070213624A1 (en) | 2007-09-13 |
EP1819272A2 (en) | 2007-08-22 |
EP1819272A4 (en) | 2009-12-02 |
US7578793B2 (en) | 2009-08-25 |
US20070213620A1 (en) | 2007-09-13 |
US7674230B2 (en) | 2010-03-09 |
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