HK1113072A1 - 睡眠和清醒狀態的自動檢測 - Google Patents

睡眠和清醒狀態的自動檢測

Info

Publication number
HK1113072A1
HK1113072A1 HK08108892.4A HK08108892A HK1113072A1 HK 1113072 A1 HK1113072 A1 HK 1113072A1 HK 08108892 A HK08108892 A HK 08108892A HK 1113072 A1 HK1113072 A1 HK 1113072A1
Authority
HK
Hong Kong
Prior art keywords
sleep
automated detection
waking states
waking
states
Prior art date
Application number
HK08108892.4A
Other languages
English (en)
Inventor
Philip S Low
Original Assignee
Salk Inst Biological Studies
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 Salk Inst Biological Studies filed Critical Salk Inst Biological Studies
Publication of HK1113072A1 publication Critical patent/HK1113072A1/zh

Links

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
    • 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
    • A61B5/369—Electroencephalography [EEG]
    • A61B5/372—Analysis of electroencephalograms
    • A61B5/374—Detecting the frequency distribution of signals, e.g. detecting delta, theta, alpha, beta or gamma waves
    • 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
    • A61B5/24—Detecting, measuring or recording bioelectric or biomagnetic signals of the body or parts thereof
    • A61B5/25—Bioelectric electrodes therefor
    • A61B5/279—Bioelectric electrodes therefor specially adapted for particular uses
    • A61B5/291—Bioelectric electrodes therefor specially adapted for particular uses for electroencephalography [EEG]
    • 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
    • A61B5/369—Electroencephalography [EEG]
    • 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
    • A61B5/72—Signal processing specially adapted for physiological signals or for diagnostic purposes
    • A61B5/7225—Details of analog processing, e.g. isolation amplifier, gain or sensitivity adjustment, filtering, baseline or drift compensation
    • 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
    • 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
    • A61B5/72—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
    • 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
    • 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
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F2218/00—Aspects of pattern recognition specially adapted for signal processing
    • G06F2218/12—Classification; Matching
    • 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

Landscapes

  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Surgery (AREA)
  • Public Health (AREA)
  • Pathology (AREA)
  • Veterinary Medicine (AREA)
  • Biomedical Technology (AREA)
  • Heart & Thoracic Surgery (AREA)
  • Medical Informatics (AREA)
  • Molecular Biology (AREA)
  • Biophysics (AREA)
  • Animal Behavior & Ethology (AREA)
  • General Health & Medical Sciences (AREA)
  • Psychiatry (AREA)
  • Artificial Intelligence (AREA)
  • Signal Processing (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Physiology (AREA)
  • Psychology (AREA)
  • Evolutionary Computation (AREA)
  • Fuzzy Systems (AREA)
  • Mathematical Physics (AREA)
  • Power Engineering (AREA)
  • Measurement Of The Respiration, Hearing Ability, Form, And Blood Characteristics Of Living Organisms (AREA)
  • Measurement And Recording Of Electrical Phenomena And Electrical Characteristics Of The Living Body (AREA)
HK08108892.4A 2005-05-10 2008-08-12 睡眠和清醒狀態的自動檢測 HK1113072A1 (zh)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US67995105P 2005-05-10 2005-05-10
PCT/US2006/018120 WO2006122201A2 (en) 2005-05-10 2006-05-09 Automated detection of sleep and waking states

Publications (1)

Publication Number Publication Date
HK1113072A1 true HK1113072A1 (zh) 2008-09-26

Family

ID=37396844

Family Applications (1)

Application Number Title Priority Date Filing Date
HK08108892.4A HK1113072A1 (zh) 2005-05-10 2008-08-12 睡眠和清醒狀態的自動檢測

Country Status (10)

Country Link
US (3) US8073534B2 (zh)
EP (1) EP1885237B1 (zh)
JP (2) JP2008544772A (zh)
KR (1) KR101395197B1 (zh)
CN (1) CN101272732B (zh)
CA (1) CA2607049C (zh)
ES (1) ES2542852T3 (zh)
HK (1) HK1113072A1 (zh)
IL (2) IL187239A (zh)
WO (2) WO2006121455A1 (zh)

Families Citing this family (127)

* 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
IL155955A0 (en) * 2003-05-15 2003-12-23 Widemed Ltd Adaptive prediction of changes of physiological/pathological states using processing of biomedical signal
US8725244B2 (en) 2004-03-16 2014-05-13 Medtronic, Inc. Determination of sleep quality for neurological disorders
US7578793B2 (en) * 2004-11-22 2009-08-25 Widemed Ltd. Sleep staging based on cardio-respiratory signals
US20080269583A1 (en) * 2005-02-07 2008-10-30 Widemed Ltd. Detection and Monitoring of Stress Events During Sleep
FR2885434B1 (fr) * 2005-05-09 2007-07-13 Commissariat Energie Atomique Procede d'estimation de la phase d'un mouvement d'un objet
WO2007112092A2 (en) 2006-03-24 2007-10-04 Medtronic, Inc. Collecting gait information for evaluation and control of therapy
US20070233435A1 (en) * 2006-03-31 2007-10-04 Gary Bradski Boosted linear modeling of non-linear time series
US8315709B2 (en) * 2007-03-26 2012-11-20 Medtronic, Inc. System and method for smoothing sampled digital signals
US8781595B2 (en) 2007-04-30 2014-07-15 Medtronic, Inc. Chopper mixer telemetry circuit
US20080300500A1 (en) * 2007-05-30 2008-12-04 Widemed Ltd. Apnea detection using a capnograph
JP5073371B2 (ja) * 2007-06-06 2012-11-14 株式会社タニタ 睡眠評価装置
US8380314B2 (en) 2007-09-26 2013-02-19 Medtronic, Inc. Patient directed therapy control
WO2009042170A1 (en) 2007-09-26 2009-04-02 Medtronic, Inc. Therapy program selection
EP2200692B1 (en) * 2007-09-26 2016-11-09 Medtronic, Inc. Frequency selective monitoring of physiological signals
US20090264789A1 (en) * 2007-09-26 2009-10-22 Medtronic, Inc. Therapy program selection
WO2009051638A1 (en) 2007-10-16 2009-04-23 Medtronic, Inc. Therapy control based on a patient movement state
KR101036323B1 (ko) 2007-12-27 2011-05-23 재단법인 한국뇌과학연구원 뇌파 분석 시스템 및 분석 방법
CN101925377A (zh) 2008-01-25 2010-12-22 麦德托尼克公司 睡眠阶段的检测
CN102202569B (zh) * 2008-10-29 2014-05-07 丰田自动车株式会社 移动体控制装置和移动体控制方法
US8478402B2 (en) * 2008-10-31 2013-07-02 Medtronic, Inc. Determining intercardiac impedance
US11696724B2 (en) * 2008-11-14 2023-07-11 Neurovigil, Inc. Methods of identifying sleep and waking patterns and uses
EP2355700A4 (en) * 2008-11-14 2013-07-10 Neurovigil Inc METHOD FOR IDENTIFYING SLEEPING AND UPGRADING PATTERNS AND USE
US10575751B2 (en) 2008-11-28 2020-03-03 The University Of Queensland Method and apparatus for determining sleep states
WO2010068637A1 (en) * 2008-12-09 2010-06-17 Jerry Wayne Horton Ensiling biomass and multiple phase apparatus for hydrolyzation of ensiled biomass
US10552710B2 (en) 2009-09-28 2020-02-04 Oracle International Corporation Hierarchical sequential clustering
US10013641B2 (en) * 2009-09-28 2018-07-03 Oracle International Corporation Interactive dendrogram controls
US9770204B2 (en) 2009-11-11 2017-09-26 Medtronic, Inc. Deep brain stimulation for sleep and movement disorders
US10335060B1 (en) 2010-06-19 2019-07-02 Dp Technologies, Inc. Method and apparatus to provide monitoring
US9211411B2 (en) 2010-08-26 2015-12-15 Medtronic, Inc. Therapy for rapid eye movement behavior disorder (RBD)
US20130310422A1 (en) 2010-09-01 2013-11-21 The General Hospital Corporation Reversal of general anesthesia by administration of methylphenidate, amphetamine, modafinil, amantadine, and/or caffeine
US20120071741A1 (en) * 2010-09-21 2012-03-22 Zahra Moussavi Sleep apnea monitoring and diagnosis based on pulse oximetery and tracheal sound signals
WO2012145244A1 (en) 2011-04-20 2012-10-26 Medtronic, Inc. Method and apparatus for assessing neural activation
US8892207B2 (en) 2011-04-20 2014-11-18 Medtronic, Inc. Electrical therapy for facilitating inter-area brain synchronization
US9173609B2 (en) 2011-04-20 2015-11-03 Medtronic, Inc. Brain condition monitoring based on co-activation of neural networks
US8914119B2 (en) 2011-04-20 2014-12-16 Medtronic, Inc. Electrical brain therapy parameter determination based on a bioelectrical resonance response
US8812098B2 (en) 2011-04-28 2014-08-19 Medtronic, Inc. Seizure probability metrics
US9878161B2 (en) 2011-04-29 2018-01-30 Medtronic, Inc. Entrainment of bioelectrical brain signals
CN102274022B (zh) * 2011-05-10 2013-02-27 浙江大学 一种基于脑电信号的睡眠状态监测方法
CN102178524B (zh) * 2011-05-23 2012-09-05 天津大学 基于同步似然的脑肌电协同性分析方法
US9192326B2 (en) 2011-07-13 2015-11-24 Dp Technologies, Inc. Sleep monitoring system
US9075908B2 (en) * 2011-09-23 2015-07-07 Fujitsu Limited Partitioning medical binary decision diagrams for size optimization
US9177247B2 (en) * 2011-09-23 2015-11-03 Fujitsu Limited Partitioning medical binary decision diagrams for analysis optimization
US8620854B2 (en) * 2011-09-23 2013-12-31 Fujitsu Limited Annotating medical binary decision diagrams with health state information
CN102488515B (zh) * 2011-12-09 2013-07-31 天津大学 基于自主动作、想象动作下脑肌电信号联合分析方法
US20130208576A1 (en) * 2011-12-23 2013-08-15 Leonor F. Loree, IV Easy wake system and method
KR101316746B1 (ko) * 2011-12-28 2013-10-08 썬메디텍 (주) 모바일 응급환자 모니터링 시스템
KR101337822B1 (ko) * 2011-12-28 2013-12-06 단국대학교 산학협력단 치료 과정의 술기에 따른 환자의 불안감을 판단하는 의료 정보 처리 장치 및 이를 이용한 의료 정보 처리 방법
JP2015504764A (ja) 2012-01-24 2015-02-16 ニューロビジル インコーポレイテッド 脳の状態の意図的および非意図的な変化と脳信号との関連付け
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
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
EP2858558A1 (en) * 2012-06-12 2015-04-15 Technical University of Denmark Support system and method for detecting neurodegenerative disorder
CN104822316B (zh) * 2012-09-13 2018-04-10 Yrt有限公司 用于从脑电图确定睡眠/觉醒状态的概率以及睡眠和觉醒的质量的方法和软件
CN102920453A (zh) * 2012-10-29 2013-02-13 泰好康电子科技（福建）有限公司 一种脑电波信号处理方法及其装置
US9474876B1 (en) 2012-12-14 2016-10-25 DPTechnologies, Inc. Sleep aid efficacy
US10039460B2 (en) 2013-01-22 2018-08-07 MiSleeping, Inc. Neural activity recording apparatus and method of using same
WO2014143753A1 (en) 2013-03-15 2014-09-18 Sweetwater Energy, Inc. Carbon purification of concentrated sugar streams derived from pretreated biomass
US10388405B2 (en) 2013-03-22 2019-08-20 Massachusetts Institute Of Technology Systems and methods for predicting adverse events and assessing level of sedation during medical procedures
JP6495890B2 (ja) * 2013-04-10 2019-04-03 コーニンクレッカ フィリップス エヌ ヴェＫｏｎｉｎｋｌｉｊｋｅ Ｐｈｉｌｉｐｓ Ｎ．Ｖ． 心臓活動に基づいて睡眠の徐波活動を増進するシステム及び方法
US9594354B1 (en) 2013-04-19 2017-03-14 Dp Technologies, Inc. Smart watch extended system
WO2014200433A1 (en) * 2013-06-11 2014-12-18 Agency For Science, Technology And Research Sound-induced sleep method and a system therefor
JP6660878B2 (ja) 2013-06-27 2020-03-11 ザ ジェネラル ホスピタル コーポレイション 生理学的データにおける動的構造を追跡するためのシステムおよび該システムの作動方法
US10383574B2 (en) 2013-06-28 2019-08-20 The General Hospital Corporation Systems and methods to infer brain state during burst suppression
EP3043696B1 (en) 2013-09-13 2022-11-02 The General Hospital Corporation Systems and methods for improved brain monitoring during general anesthesia and sedation
ES2857711T3 (es) 2013-09-27 2021-09-29 Codexis Inc Filtración automática de variantes de enzimas
NZ717647A (en) 2013-09-27 2020-06-26 Codexis Inc Structure based predictive modeling
JP6710636B2 (ja) * 2013-10-14 2020-06-17 ニューロビジル インコーポレイテッド 生体信号の局所的収集、生体電気信号に基づく発話補助インターフェース内のカーソル制御、および生体電気信号に基づく覚醒検出
WO2015069778A1 (en) * 2013-11-05 2015-05-14 The General Hospital Corporation System and method for determining neural states from physiological measurements
WO2015086077A1 (en) * 2013-12-12 2015-06-18 Telefonaktiebolaget L M Ericsson (Publ) Method and mobile station for base station measurements
CN105813558B (zh) * 2013-12-16 2020-03-03 皇家飞利浦有限公司 用于基于睡眠周期确定睡眠阶段的***和方法
US10531806B2 (en) 2013-12-17 2020-01-14 University Of Florida Research Foundation, Inc. Brain state advisory system using calibrated metrics and optimal time-series decomposition
DE102014101814A1 (de) * 2014-02-13 2015-08-13 Arthur Schultz Verfahren zur automatischen Auswertung eines Absens-EEG, Computerprogramm und Auswertegerät dafür
US11547349B2 (en) 2014-04-28 2023-01-10 The General Hospital Corporation System and method for spectral characterization of sleep
US10653339B2 (en) * 2014-04-29 2020-05-19 Nxp B.V. Time and frequency domain based activity tracking system
US10568565B1 (en) 2014-05-04 2020-02-25 Dp Technologies, Inc. Utilizing an area sensor for sleep analysis
US11963792B1 (en) 2014-05-04 2024-04-23 Dp Technologies, Inc. Sleep ecosystem
JP6411111B2 (ja) * 2014-07-24 2018-10-24 タイオー株式会社 認知症リスク判定システム
US9924904B2 (en) 2014-09-02 2018-03-27 Medtronic, Inc. Power-efficient chopper amplifier
US11039784B2 (en) * 2014-12-05 2021-06-22 Agency For Science, Technology And Research Sleep profiling system with feature generation and auto-mapping
SI3230463T1 (sl) 2014-12-09 2023-01-31 Sweetwater Energy, Inc. Hitra predobdelava
CN106999055B (zh) * 2014-12-11 2021-04-27 皇家飞利浦有限公司 用于确定针对睡眠阶段分类的谱边界的***和方法
US11883188B1 (en) 2015-03-16 2024-01-30 Dp Technologies, Inc. Sleep surface sensor based sleep analysis system
US11439344B2 (en) * 2015-07-17 2022-09-13 Origin Wireless, Inc. Method, apparatus, and system for wireless sleep monitoring
WO2017027855A1 (en) * 2015-08-12 2017-02-16 Massachusetts Institute Of Technology Systems and methods for predicting adverse events and assessing level of sedation during medical procedures
WO2017040333A1 (en) * 2015-08-28 2017-03-09 Awarables, Inc. Visualizing, scoring, recording, and analyzing sleep data and hypnograms
WO2017040331A1 (en) 2015-08-28 2017-03-09 Awarables, Inc. Determining sleep stages and sleep events using sensor data
US10928472B2 (en) * 2016-01-14 2021-02-23 Technion Research & Development Foundation Limited System and method for brain state classification
WO2017179693A1 (ja) 2016-04-15 2017-10-19 オムロン株式会社 生体情報分析装置、生体情報分析システム、プログラム、及び、生体情報分析方法
WO2018053296A1 (en) 2016-09-15 2018-03-22 Tal Medical Modulating brain activity during sleep
SG10201608507PA (en) * 2016-10-11 2018-05-30 Nat Univ Singapore Determining Sleep Stages
KR102662336B1 (ko) * 2016-10-31 2024-05-02 주식회사 소소 에이치앤씨 뇌파를 이용한 수면 패턴 분석 장치
US10786168B2 (en) 2016-11-29 2020-09-29 The General Hospital Corporation Systems and methods for analyzing electrophysiological data from patients undergoing medical treatments
KR101893596B1 (ko) 2016-12-22 2018-08-31 고려대학교 산학협력단 진정마취심도 모니터링 방법 및 그 장치
WO2018151833A1 (en) 2017-02-16 2018-08-23 Sweetwater Energy, Inc. High pressure zone formation for pretreatment
JP6932351B2 (ja) * 2017-03-10 2021-09-08 国立大学法人電気通信大学 睡眠段階判定装置、睡眠段階判定方法及びプログラム
EP3651633A1 (en) 2017-07-10 2020-05-20 Koninklijke Philips N.V. Method and system for monitoring sleep quality
US11000224B2 (en) 2017-09-05 2021-05-11 Korea University Research And Business Foundation Method and apparatus of monitoring anaesthesia and consciousness depth through brain network analysis
WO2019060298A1 (en) 2017-09-19 2019-03-28 Neuroenhancement Lab, LLC METHOD AND APPARATUS FOR NEURO-ACTIVATION
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
JP7047386B2 (ja) * 2018-01-10 2022-04-05 セイコーエプソン株式会社 異常を警告する方法および異常警告システム
GB2573261B (en) * 2018-02-26 2022-05-18 Babylon Partners Ltd Sleep activity detection method and apparatus
CN108420406A (zh) * 2018-03-21 2018-08-21 苏州优函信息科技有限公司 基于脉搏波睡眠分期的方法
US11364361B2 (en) 2018-04-20 2022-06-21 Neuroenhancement Lab, LLC System and method for inducing sleep by transplanting mental states
CN109124572A (zh) * 2018-06-15 2019-01-04 四川斐讯信息技术有限公司 一种睡眠状态的判断方法、***及空气净化器
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
US11793455B1 (en) 2018-10-15 2023-10-24 Dp Technologies, Inc. Hardware sensor system for controlling sleep environment
KR102267105B1 (ko) 2018-12-26 2021-06-22 (주)허니냅스 딥러닝 기반의 수면다원 검사장치 및 그 방법
CN109464130B (zh) * 2019-01-09 2021-11-09 浙江强脑科技有限公司 睡眠辅助方法、***及可读存储介质
US11786694B2 (en) 2019-05-24 2023-10-17 NeuroLight, Inc. Device, method, and app for facilitating sleep
US11950910B2 (en) 2019-07-07 2024-04-09 Proactive Life Inc. Valence state memory association
KR102251388B1 (ko) 2019-08-12 2021-05-12 (주)허니냅스 딥러닝을 이용한 수면질환 판정 자동화 장치 및 그 동작 방법
KR102258726B1 (ko) 2019-08-12 2021-06-01 (주)허니냅스 딥러닝을 이용한 수면질환 자동 판정을 위한 데이터 처리 장치 및 그 동작 방법
BR112022012348A2 (pt) 2019-12-22 2022-09-13 Sweetwater Energy Inc Métodos de fazer lignina especializada e produtos de lignina da biomassa
CN111214211A (zh) * 2020-01-16 2020-06-02 珠海格力电器股份有限公司 睡眠监测方法、装置和智能床
CN111297380A (zh) * 2020-02-12 2020-06-19 电子科技大学 一种基于时空卷积核心块的情绪识别方法
CN111317446B (zh) * 2020-02-27 2020-09-08 中国人民解放军空军特色医学中心 基于人体肌肉表面电信号的睡眠结构自动分析方法
RU2751137C1 (ru) * 2020-05-15 2021-07-08 ОБЩЕСТВО С ОГРАНИЧЕННОЙ ОТВЕТСТВЕННОСТЬЮ "СберМедИИ" Способ определения фазы сна в длительной записи ээг
CN111557813B (zh) * 2020-06-09 2021-11-23 首都医科大学宣武医院 用于儿童癫痫监测的围栏***
KR102298119B1 (ko) * 2020-12-10 2021-09-03 주식회사 에이슬립 수면에 관련한 분석 정보를 제공하기 위한 방법 및 컴퓨팅 장치
CN112435741B (zh) * 2020-11-17 2022-07-01 杭州云睡吧健康管理有限公司 一种使用入睡潜伏期数据库的助眠***
CN112842266B (zh) * 2020-12-31 2024-05-14 湖南正申科技有限公司 一种基于人体监测睡眠数据的睡眠分期阶段识别方法
CN112617761B (zh) * 2020-12-31 2023-10-13 湖南正申科技有限公司 自适应聚点生成的睡眠阶段分期方法
KR102387735B1 (ko) * 2021-08-30 2022-04-18 주식회사 에이슬립 수면 분석 모델을 이용한 수면 분석 방법, 장치 및 컴퓨터 프로그램
CN114052662B (zh) * 2021-11-11 2023-08-08 四川省医学科学院·四川省人民医院 一种结合大脑、小脑脑电和肌电整合分析睡眠分期的方法
CN116392087B (zh) * 2023-06-06 2023-09-01 安徽星辰智跃科技有限责任公司 基于模态分解的睡眠趋稳性量化及调节方法、***和装置

Family Cites Families (20)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US4026630A (en) * 1975-12-23 1977-05-31 International Business Machines Corporation Scanning apparatus using holographic beam deflector
US5083571A (en) * 1988-04-18 1992-01-28 New York University Use of brain electrophysiological quantitative data to classify and subtype an individual into diagnostic categories by discriminant and cluster analysis
FR2657443B1 (fr) * 1990-01-24 1992-05-15 Blanchet Gerard Procede et appareil de traitement de signal electro-encephalographique.
US5320109A (en) * 1991-10-25 1994-06-14 Aspect Medical Systems, Inc. Cerebral biopotential analysis system and method
US5995868A (en) * 1996-01-23 1999-11-30 University Of Kansas System for the prediction, rapid detection, warning, prevention, or control of changes in activity states in the brain of a subject
US5819007A (en) * 1996-03-15 1998-10-06 Siemens Medical Systems, Inc. Feature-based expert system classifier
US5813993A (en) * 1996-04-05 1998-09-29 Consolidated Research Of Richmond, Inc. Alertness and drowsiness detection and tracking system
EP0828225A1 (de) * 1996-09-04 1998-03-11 Siemens Aktiengesellschaft Verfahren und Vorrichtung zum Auswerten von EEG-Daten
US6070098A (en) * 1997-01-11 2000-05-30 Circadian Technologies, Inc. Method of and apparatus for evaluation and mitigation of microsleep events
IT1313719B1 (it) * 1999-09-24 2002-09-17 St Microelectronics Srl Stadio d'uscita per circuiti comparatori ad alta velocita'
US6317627B1 (en) * 1999-11-02 2001-11-13 Physiometrix, Inc. Anesthesia monitoring system based on electroencephalographic signals
US6731975B1 (en) * 2000-10-16 2004-05-04 Instrumentarium Corp. Method and apparatus for determining the cerebral state of a patient with fast response
US6735467B2 (en) * 2002-04-15 2004-05-11 Persyst Development Corporation Method and system for detecting seizures using electroencephalograms
US7373198B2 (en) * 2002-07-12 2008-05-13 Bionova Technologies Inc. Method and apparatus for the estimation of anesthetic depth using wavelet analysis of the electroencephalogram
US20040092809A1 (en) * 2002-07-26 2004-05-13 Neurion Inc. Methods for measurement and analysis of brain activity
US7190995B2 (en) * 2003-06-13 2007-03-13 The Regents Of The University Of Michigan System and method for analysis of respiratory cycle-related EEG changes in sleep-disordered breathing
US8192376B2 (en) * 2003-08-18 2012-06-05 Cardiac Pacemakers, Inc. Sleep state classification
US7395292B2 (en) * 2003-10-08 2008-07-01 Johnson Mark W Method for displaying spectral trends in complex signals
US20060021762A1 (en) * 2004-07-27 2006-02-02 Tyco Fire Products Lp Double interlock, preaction residential dry sprinkler fire protection system with a releasing control panel
US7925338B2 (en) * 2005-03-24 2011-04-12 General Electric Company Determination of the anesthetic state of a patient

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