CN102908130B - 用于监测人体健康状态的设备 - Google Patents

用于监测人体健康状态的设备 Download PDF

Info

Publication number
CN102908130B
CN102908130B CN201210272052.5A CN201210272052A CN102908130B CN 102908130 B CN102908130 B CN 102908130B CN 201210272052 A CN201210272052 A CN 201210272052A CN 102908130 B CN102908130 B CN 102908130B
Authority
CN
China
Prior art keywords
value
kernel
monitoring
data
parameters
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.)
Active
Application number
CN201210272052.5A
Other languages
English (en)
Chinese (zh)
Other versions
CN102908130A (zh
Inventor
R·M·派普克
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Prorio Co
Original Assignee
Venture Gain LLC
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 Venture Gain LLC filed Critical Venture Gain LLC
Publication of CN102908130A publication Critical patent/CN102908130A/zh
Application granted granted Critical
Publication of CN102908130B publication Critical patent/CN102908130B/zh
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16B—BIOINFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR GENETIC OR PROTEIN-RELATED DATA PROCESSING IN COMPUTATIONAL MOLECULAR BIOLOGY
    • G16B5/00—ICT specially adapted for modelling or simulations in systems biology, e.g. gene-regulatory networks, protein interaction networks or metabolic networks
    • G16B5/30—Dynamic-time models
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/02—Detecting, measuring or recording for evaluating the cardiovascular system, e.g. pulse, heart rate, blood pressure or blood flow
    • A61B5/0205—Simultaneously evaluating both cardiovascular conditions and different types of body conditions, e.g. heart and respiratory condition
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/145—Measuring characteristics of blood in vivo, e.g. gas concentration or pH-value ; Measuring characteristics of body fluids or tissues, e.g. interstitial fluid or cerebral tissue
    • A61B5/1455—Measuring characteristics of blood in vivo, e.g. gas concentration or pH-value ; Measuring characteristics of body fluids or tissues, e.g. interstitial fluid or cerebral tissue using optical sensors, e.g. spectral photometrical oximeters
    • A61B5/14551—Measuring characteristics of blood in vivo, e.g. gas concentration or pH-value ; Measuring characteristics of body fluids or tissues, e.g. interstitial fluid or cerebral tissue 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
    • A61B5/24—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
    • A61B5/72—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
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/22—Matching criteria, e.g. proximity measures
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00—Arrangements for program control, e.g. control units
    • G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/46—Multiprogramming arrangements
    • G06F9/54—Interprogram communication
    • G06F9/545—Interprogram communication where tasks reside in different layers, e.g. user- and kernel-space
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16B—BIOINFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR GENETIC OR PROTEIN-RELATED DATA PROCESSING IN COMPUTATIONAL MOLECULAR BIOLOGY
    • G16B5/00—ICT specially adapted for modelling or simulations in systems biology, e.g. gene-regulatory networks, protein interaction networks or metabolic networks
    • 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
    • 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
    • G16H50/50—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for simulation or modelling of medical disorders
    • 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
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/02—Detecting, measuring or recording for evaluating the cardiovascular system, e.g. pulse, heart rate, blood pressure or blood flow
    • A61B5/0205—Simultaneously evaluating both cardiovascular conditions and different types of body conditions, e.g. heart and respiratory condition
    • A61B5/02055—Simultaneously evaluating both cardiovascular condition and temperature
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/02—Detecting, measuring or recording for evaluating the cardiovascular system, e.g. pulse, heart rate, blood pressure or blood flow
    • A61B5/021—Measuring pressure in heart or blood vessels
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/02—Detecting, measuring or recording for evaluating the cardiovascular system, e.g. pulse, heart rate, blood pressure or blood flow
    • A61B5/024—Measuring pulse rate or heart rate
    • A61B5/0245—Measuring pulse rate or heart rate by using sensing means generating electric signals, i.e. ECG signals
    • A61B5/02455—Measuring pulse rate or heart rate by using sensing means generating electric signals, i.e. ECG signals provided with high/low alarm devices
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/08—Measuring devices for evaluating the respiratory organs
    • A61B5/0816—Measuring devices for examining respiratory frequency
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/103—Measuring 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 or mobility of a limb
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/145—Measuring characteristics of blood in vivo, e.g. gas concentration or pH-value ; Measuring characteristics of body fluids or tissues, e.g. interstitial fluid or cerebral tissue
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/145—Measuring characteristics of blood in vivo, e.g. gas concentration or pH-value ; Measuring characteristics of body fluids or tissues, e.g. interstitial fluid or cerebral tissue
    • A61B5/14532—Measuring characteristics of blood in vivo, e.g. gas concentration or pH-value ; Measuring characteristics of body fluids or tissues, e.g. interstitial fluid or cerebral tissue for measuring glucose, e.g. by tissue impedance measurement
    • 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]
    • A61B5/346—Analysis of electrocardiograms
    • A61B5/349—Detecting specific parameters of the electrocardiograph cycle
    • A61B5/352—Detecting R peaks, e.g. for synchronising diagnostic apparatus; Estimating R-R interval
    • 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
    • G16B—BIOINFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR GENETIC OR PROTEIN-RELATED DATA PROCESSING IN COMPUTATIONAL MOLECULAR BIOLOGY
    • G16B99/00—Subject matter not provided for in other groups of this subclass
    • 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
    • G16H50/30—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for calculating health indices; for individual health risk assessment

Landscapes

  • Health & Medical Sciences (AREA)
  • Engineering & Computer Science (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Medical Informatics (AREA)
  • Physics & Mathematics (AREA)
  • Public Health (AREA)
  • General Health & Medical Sciences (AREA)
  • Biomedical Technology (AREA)
  • Data Mining & Analysis (AREA)
  • Pathology (AREA)
  • Theoretical Computer Science (AREA)
  • Physiology (AREA)
  • Biophysics (AREA)
  • Molecular Biology (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Epidemiology (AREA)
  • Databases & Information Systems (AREA)
  • Primary Health Care (AREA)
  • Veterinary Medicine (AREA)
  • Heart & Thoracic Surgery (AREA)
  • Surgery (AREA)
  • Animal Behavior & Ethology (AREA)
  • Cardiology (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Evolutionary Biology (AREA)
  • Artificial Intelligence (AREA)
  • Spectroscopy & Molecular Physics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Evolutionary Computation (AREA)
  • General Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • Biotechnology (AREA)
  • Software Systems (AREA)
  • Pulmonology (AREA)
  • Optics & Photonics (AREA)
  • Signal Processing (AREA)
  • Psychiatry (AREA)
  • Mathematical Physics (AREA)
  • Fuzzy Systems (AREA)
  • Measuring And Recording Apparatus For Diagnosis (AREA)
CN201210272052.5A 2005-11-29 2006-11-29 用于监测人体健康状态的设备 Active CN102908130B (zh)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US74042305P 2005-11-29 2005-11-29
US60/740,423 2005-11-29

Related Parent Applications (1)

Application Number Title Priority Date Filing Date
CNA2006800518616A Division CN101365378A (zh) 2005-11-29 2006-11-29 根据残差监测人体健康

Publications (2)

Publication Number Publication Date
CN102908130A CN102908130A (zh) 2013-02-06
CN102908130B true CN102908130B (zh) 2015-04-22

Family

ID=38163393

Family Applications (2)

Application Number Title Priority Date Filing Date
CN201210272052.5A Active CN102908130B (zh) 2005-11-29 2006-11-29 用于监测人体健康状态的设备
CNA2006800518616A Pending CN101365378A (zh) 2005-11-29 2006-11-29 根据残差监测人体健康

Family Applications After (1)

Application Number Title Priority Date Filing Date
CNA2006800518616A Pending CN101365378A (zh) 2005-11-29 2006-11-29 根据残差监测人体健康

Country Status (8)

Country Link
US (4) US8795170B2 (enExample)
EP (1) EP1954184B1 (enExample)
JP (3) JP5388580B2 (enExample)
CN (2) CN102908130B (enExample)
AU (1) AU2006325153B2 (enExample)
CA (1) CA2631870C (enExample)
ES (1) ES2659945T3 (enExample)
WO (1) WO2007070247A2 (enExample)

Families Citing this family (143)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP5388580B2 (ja) * 2005-11-29 2014-01-15 ベンチャー ゲイン リミテッド ライアビリティー カンパニー ヒトの健康に関する残差ベースの管理
US7662105B2 (en) 2005-12-14 2010-02-16 Cardiac Pacemakers, Inc. Systems and methods for determining respiration metrics
US20080319855A1 (en) * 2007-02-16 2008-12-25 Stivoric John M Advertising and marketing based on lifeotypes
US8052611B2 (en) 2007-03-14 2011-11-08 Cardiac Pacemakers, Inc. Method and apparatus for management of heart failure hospitalization
KR101497690B1 (ko) * 2007-09-11 2015-03-06 삼성전자주식회사 생체 신호 및 증상 정보에 기반한 건강관리 프로그램서비스 제공 시스템 및 방법
AU2009206541B2 (en) * 2008-01-22 2012-02-09 Cardiac Pacemakers, Inc. Respiration as a trigger for therapy optimization
EP2285270B1 (en) * 2008-05-08 2016-04-20 Koninklijke Philips N.V. Method and system for determining a physiological condition
JP5219700B2 (ja) * 2008-09-01 2013-06-26 オムロンヘルスケア株式会社 生体指標管理装置
CA2756710C (en) * 2009-04-27 2013-06-04 Rostrum Medical Innovations Inc. Apparatus and method for monitoring the degree of integration between the functions of the heart and the lungs, and the therapeutic success of resuscitative interventions
US8890937B2 (en) * 2009-06-01 2014-11-18 The Curators Of The University Of Missouri Anonymized video analysis methods and systems
US20110009760A1 (en) * 2009-07-10 2011-01-13 Yi Zhang Hospital Readmission Alert for Heart Failure Patients
EP2523625B1 (en) * 2010-01-14 2017-03-08 PhysIQ Inc. Multivariate residual-based health index for human health monitoring
US8554517B2 (en) * 2010-02-25 2013-10-08 Sharp Laboratories Of America, Inc. Physiological signal quality classification for ambulatory monitoring
JP5838557B2 (ja) 2010-07-05 2016-01-06 ソニー株式会社 生体情報処理方法および装置、並びに記録媒体
US8915879B2 (en) 2010-09-24 2014-12-23 Perqflo, Llc Infusion pumps
US8905972B2 (en) 2010-11-20 2014-12-09 Perqflo, Llc Infusion pumps
KR101212714B1 (ko) * 2011-01-26 2013-01-22 계명대학교 산학협력단 계층적 퍼지 추론에 기반한 임상진단 지원방법 및 그 시스템
US10140674B2 (en) * 2011-05-05 2018-11-27 Roger Alan Mason System and method for implementing a diagnostic software tool
WO2014060938A1 (en) * 2012-10-16 2014-04-24 Night-Sense, Ltd Comfortable and personalized monitoring device, system, and method for detecting physiological health risks
US20140125481A1 (en) * 2012-11-06 2014-05-08 Aliphcom General health and wellness management method and apparatus for a wellness application using data associated with a data-capable band
JP6136251B2 (ja) * 2012-12-27 2017-05-31 コニカミノルタ株式会社 医用画像撮影システム
US9427189B2 (en) 2013-03-04 2016-08-30 Hello Inc. Monitoring system and device with sensors that are responsive to skin pigmentation
US9357922B2 (en) 2013-03-04 2016-06-07 Hello Inc. User or patient monitoring systems with one or more analysis tools
US9339188B2 (en) 2013-03-04 2016-05-17 James Proud Methods from monitoring health, wellness and fitness with feedback
US9406220B2 (en) 2013-03-04 2016-08-02 Hello Inc. Telemetry system with tracking receiver devices
US9553486B2 (en) 2013-03-04 2017-01-24 Hello Inc. Monitoring system and device with sensors that is remotely powered
US9445651B2 (en) 2013-03-04 2016-09-20 Hello Inc. Wearable device with overlapping ends coupled by magnets
US9420857B2 (en) 2013-03-04 2016-08-23 Hello Inc. Wearable device with interior frame
US9420856B2 (en) 2013-03-04 2016-08-23 Hello Inc. Wearable device with adjacent magnets magnetized in different directions
US9361572B2 (en) 2013-03-04 2016-06-07 Hello Inc. Wearable device with magnets positioned at opposing ends and overlapped from one side to another
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
US9662015B2 (en) 2013-03-04 2017-05-30 Hello Inc. System or device with wearable devices having one or more sensors with assignment of a wearable device user identifier to a wearable device user
US9430938B2 (en) 2013-03-04 2016-08-30 Hello Inc. Monitoring device with selectable wireless communication
US9634921B2 (en) 2013-03-04 2017-04-25 Hello Inc. Wearable device coupled by magnets positioned in a frame in an interior of the wearable device with at least one electronic circuit
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
US9427160B2 (en) 2013-03-04 2016-08-30 Hello Inc. Wearable device with overlapping ends coupled by magnets positioned in the wearable device by an undercut
US9298882B2 (en) 2013-03-04 2016-03-29 Hello Inc. Methods using patient monitoring devices with unique patient IDs and a telemetry system
US9367793B2 (en) 2013-03-04 2016-06-14 Hello Inc. Wearable device with magnets distanced from exterior surfaces of the wearable device
US9425627B2 (en) 2013-03-04 2016-08-23 Hello Inc. Telemetry system with remote firmware updates
US9424508B2 (en) 2013-03-04 2016-08-23 Hello Inc. Wearable device with magnets having first and second polarities
US9204798B2 (en) 2013-03-04 2015-12-08 Hello, Inc. System for monitoring health, wellness and fitness with feedback
US9427053B2 (en) 2013-03-04 2016-08-30 Hello Inc. Wearable device with magnets magnetized through their widths or thickness
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
US9704209B2 (en) 2013-03-04 2017-07-11 Hello Inc. Monitoring system and device with sensors and user profiles based on biometric user information
US9345403B2 (en) 2013-03-04 2016-05-24 Hello Inc. Wireless monitoring system with activity manager for monitoring user activity
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
US9398854B2 (en) 2013-03-04 2016-07-26 Hello Inc. System with a monitoring device that monitors individual activities, behaviors or habit information and communicates with a database with corresponding individual base information for comparison
US9345404B2 (en) 2013-03-04 2016-05-24 Hello Inc. Mobile device that monitors an individuals activities, behaviors, habits or health parameters
US9432091B2 (en) 2013-03-04 2016-08-30 Hello Inc. Telemetry system with wireless power receiver and monitoring devices
US9149189B2 (en) 2013-03-04 2015-10-06 Hello, Inc. User or patient monitoring methods using one or more analysis tools
US9532716B2 (en) 2013-03-04 2017-01-03 Hello Inc. Systems using lifestyle database analysis to provide feedback
US9737214B2 (en) 2013-03-04 2017-08-22 Hello Inc. Wireless monitoring of patient exercise and lifestyle
US9392939B2 (en) 2013-03-04 2016-07-19 Hello Inc. Methods using a monitoring device to monitor individual activities, behaviors or habit information and communicate with a database with corresponding individual base information for comparison
US9582748B2 (en) 2013-03-04 2017-02-28 Hello Inc. Base charging station for monitoring device
US9848776B2 (en) 2013-03-04 2017-12-26 Hello Inc. Methods using activity manager for monitoring user activity
US9436903B2 (en) 2013-03-04 2016-09-06 Hello Inc. Wearable device with magnets with a defined distance between adjacent magnets
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
KR101497662B1 (ko) * 2013-03-26 2015-03-03 재단법인대구경북과학기술원 진단 보조용 내시경 시스템 및 그 제어 방법
US10058290B1 (en) 2013-06-21 2018-08-28 Fitbit, Inc. Monitoring device with voice interaction
US10004451B1 (en) 2013-06-21 2018-06-26 Fitbit, Inc. User monitoring system
US9993166B1 (en) 2013-06-21 2018-06-12 Fitbit, Inc. Monitoring device using radar and measuring motion with a non-contact device
US9241677B2 (en) * 2013-07-02 2016-01-26 MobHealth Corporation Device and methods for assessing, diagnosing, and/or monitoring heart health
US20150094545A1 (en) * 2013-10-01 2015-04-02 Covidien Lp Automated at-rest status sensing
JP6300264B2 (ja) * 2013-12-02 2018-03-28 公立大学法人首都大学東京 症状判別装置
US9420956B2 (en) 2013-12-12 2016-08-23 Alivecor, Inc. Methods and systems for arrhythmia tracking and scoring
US12453482B2 (en) 2013-12-12 2025-10-28 Alivecor, Inc. Continuous monitoring of a user's health with a mobile device
EP3082683B1 (en) 2013-12-20 2021-12-01 Essity Hygiene and Health Aktiebolag Method for monitoring excrement data
US20150235000A1 (en) * 2014-02-19 2015-08-20 International Business Machines Corporation Developing health information feature abstractions from intra-individual temporal variance heteroskedasticity
KR102721501B1 (ko) * 2014-03-06 2024-10-23 데이비드 버톤 모바일 데이터 관리 시스템
GB201408469D0 (en) * 2014-05-13 2014-06-25 Obs Medical Ltd Method and apparatus for monitoring patient status
US9808591B2 (en) 2014-08-15 2017-11-07 Covidien Lp Methods and systems for breath delivery synchronization
US10537290B2 (en) * 2014-08-22 2020-01-21 Koninklijke Philips N.V. Usage of observed alarm settings for alarm management
CA2958883C (en) 2014-08-28 2024-01-02 Microdose Therapeutx, Inc. Compliance monitoring module for an inhaler
US20160081562A1 (en) * 2014-09-24 2016-03-24 Pelletric Llc System and method for measuring vital signs
US10159786B2 (en) 2014-09-30 2018-12-25 Perqflo, Llc Hybrid ambulatory infusion pumps
US12178992B2 (en) 2014-09-30 2024-12-31 Medtronic Minimed, Inc. Different disposable assemblies for the same reusable assembly
JP6481335B2 (ja) * 2014-11-06 2019-03-13 日本電気株式会社 情報処理システム、情報処理装置、情報処理方法および情報処理プログラム
JP6578648B2 (ja) * 2014-11-06 2019-09-25 日本電気株式会社 情報処理システム、情報処理装置、情報処理装置の情報処理方法および情報処理プログラム
JP6460380B2 (ja) * 2014-11-13 2019-01-30 日本電気株式会社 情報処理システム、情報処理装置、情報処理方法および情報処理プログラム
CN104680213A (zh) * 2015-02-12 2015-06-03 无锡识凌科技有限公司 一种设备之间快速连接及数据传输的控制方法
EP3258989B1 (en) 2015-02-18 2020-01-01 Medtronic Minimed, Inc. Ambulatory infusion pump with static and dynamic seals
US11330987B2 (en) 2015-04-06 2022-05-17 Thomas Jefferson University Implantable vital sign sensor
US10335043B2 (en) 2015-04-06 2019-07-02 Thomas Jefferson University Implantable vital sign sensor
US11000195B2 (en) 2015-04-06 2021-05-11 Thomas Jefferson University Implantable vital sign sensor
US10413200B2 (en) 2015-04-06 2019-09-17 Thomas Jefferson University Implantable vital sign sensor
US20160317050A1 (en) 2015-04-28 2016-11-03 Federico Perego Costa Hemodynamic parameter (Hdp) monitoring system for diagnosis of a health condition of a patient
CN105342584A (zh) * 2015-10-14 2016-02-24 天津华宁电子有限公司 矿用监护系统
CN106581803A (zh) * 2015-10-14 2017-04-26 南京金同润医疗科技有限公司 一种输液监护系统及其监护方法
CN105260620B (zh) * 2015-11-09 2019-01-29 上海温尔信息科技有限公司 基于人体体温建模的健康评估方法及专家系统
KR102454895B1 (ko) * 2015-12-14 2022-10-14 삼성전자주식회사 연속적인 생체 신호 모니터링 방법 및 시스템
US10642813B1 (en) * 2015-12-14 2020-05-05 Amazon Technologies, Inc. Techniques and systems for storage and processing of operational data
CN105676659A (zh) * 2016-01-08 2016-06-15 长沙名品实业有限公司 一种带智能检测和物联功能的毯或被及其应用的智能家居系统
US10940264B2 (en) 2016-02-12 2021-03-09 Medtronic Minimed, Inc. Ambulatory infusion pumps and assemblies for use with same
JP6927989B2 (ja) 2016-02-25 2021-09-01 コーニンクレッカ フィリップス エヌ ヴェＫｏｎｉｎｋｌｉｊｋｅ Ｐｈｉｌｉｐｓ Ｎ．Ｖ． コールの優先度レベルおよび／または会話継続時間を決定するための通信装置および方法
US11039986B2 (en) 2016-02-25 2021-06-22 Samsung Electronics Co., Ltd. Chronotherapeutic dosing of medication and medication regimen adherence
CN107370774A (zh) * 2016-05-11 2017-11-21 鼎泰生物科技（海南）有限公司 一种共享血糖测试数据的方法和装置
US10888281B2 (en) 2016-05-13 2021-01-12 PercuSense, Inc. System and method for disease risk assessment and treatment
US11087879B2 (en) * 2016-08-22 2021-08-10 Conduent Business Services, Llc System and method for predicting health condition of a patient
KR101820511B1 (ko) * 2016-11-15 2018-01-19 서울대학교산학협력단 생체 신호를 이용한 활동 모델 기반 혈압 추정 장치 및 방법
CN106621231A (zh) * 2016-12-29 2017-05-10 佛山潮伊汇服装有限公司 游泳抽筋预警方法及终端
CN106581952A (zh) * 2016-12-31 2017-04-26 佛山潮伊汇服装有限公司 野泳返回提醒方法及可穿戴终端
CN106581995A (zh) * 2016-12-31 2017-04-26 佛山潮伊汇服装有限公司 游泳返回提醒方法及可穿戴终端
TWI657794B (zh) * 2017-01-09 2019-05-01 財團法人工業技術研究院 生理資訊偵測裝置及使用其之生理資訊偵測方法
US10709390B2 (en) * 2017-03-02 2020-07-14 Logos Care, Inc. Deep learning algorithms for heartbeats detection
JP6391750B2 (ja) * 2017-04-13 2018-09-19 フクダ電子株式会社 携帯端末
JPWO2018198312A1 (ja) * 2017-04-28 2020-04-02 株式会社オプティム 就寝異常通知システム、就寝異常通知方法、およびプログラム
US12390111B2 (en) * 2017-05-16 2025-08-19 Jeffry David Aronson Universal health metrics monitors
JP6909078B2 (ja) 2017-07-07 2021-07-28 株式会社エヌ・ティ・ティ・データ 疾病発症予測装置、疾病発症予測方法およびプログラム
US11504034B2 (en) 2017-07-27 2022-11-22 Vita-Course Digital Technologies (Tsingtao) Co., Ltd. Systems and methods for determining blood pressure of a subject
EP3692546A1 (en) * 2017-10-06 2020-08-12 Alivecor, Inc. Continuous monitoring of a user's health with a mobile device
CN111565632B (zh) * 2017-10-13 2024-06-28 奥特美医疗有限责任公司 用于表征、诊断并治疗患者的健康状况的系统和微管导电率以及其使用方法
CN107978344A (zh) * 2017-11-20 2018-05-01 广州市健全家源信息科技有限公司 一种行为监管方法、装置及电子设备
US10497475B2 (en) * 2017-12-01 2019-12-03 Verily Life Sciences Llc Contextually grouping sensor channels for healthcare monitoring
CN110013243A (zh) * 2018-01-08 2019-07-16 映泰股份有限公司 心电信号警示装置
US11521753B2 (en) * 2018-07-27 2022-12-06 Koninklijke Philips N.V. Contextual annotation of medical data
WO2020031105A2 (en) * 2018-08-07 2020-02-13 Goldtech Sino Ltd Noninvasive systems and methods for continuous hemodynamic monitoring
CN109394191B (zh) * 2018-12-21 2022-01-07 歌尔科技有限公司 一种智能手环及一种热舒适判断方法和装置
JP7106463B2 (ja) * 2019-01-23 2022-07-26 株式会社Ｎｔｔドコモ 情報処理装置及びプログラム
JP7320807B2 (ja) * 2019-02-14 2023-08-04 デルタ工業株式会社 体調判定装置及びコンピュータプログラム
CN110010242B (zh) * 2019-04-03 2021-09-17 吉林大学第一医院 一种基于物联网的重症监护系统
CN113825447A (zh) 2019-04-10 2021-12-21 奥特美医疗有限责任公司 用于患者结局的预后预测的系统及其使用方法
US11419995B2 (en) 2019-04-30 2022-08-23 Norton (Waterford) Limited Inhaler system
JP7606469B2 (ja) 2019-04-30 2024-12-25 ノートン （ウォーターフォード） リミテッド 吸入器システム
US20210113842A1 (en) * 2019-10-22 2021-04-22 Analog Devices, Inc. Pace detection in ecg waveforms
WO2021106908A1 (ja) * 2019-11-26 2021-06-03 ニプロ株式会社 透析システムの管理方法、プログラム、および管理装置
TWI761742B (zh) * 2019-12-24 2022-04-21 緯創資通股份有限公司 心率修正方法、系統、電子裝置以及電腦可讀取媒體
CN111091911A (zh) * 2019-12-30 2020-05-01 重庆同仁至诚智慧医疗科技股份有限公司 一种卒中风险筛查系统及方法
CN112971791B (zh) * 2020-03-23 2024-04-05 北京海思瑞格科技有限公司 一种个体化的生理状态监测分析方法和设备
CN114246569B (zh) * 2020-09-25 2024-07-30 华为技术有限公司 检测早搏类型的方法、装置及介质
CN112674726A (zh) * 2020-12-14 2021-04-20 珠海格力电器股份有限公司 健康状态的监控方法、设备、系统和可穿戴设备
US12394526B2 (en) * 2020-12-22 2025-08-19 International Business Machines Corporation Diabetes complication prediction by health record monitoring
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
CN113069108B (zh) * 2021-03-19 2025-02-21 北京京东拓先科技有限公司 用户状态监测方法、装置、电子设备及存储介质
CN113143226A (zh) * 2021-04-26 2021-07-23 安徽非禾科技有限公司 多生理参数融合方法及系统
TWI780769B (zh) * 2021-06-15 2022-10-11 合世生醫科技股份有限公司 血壓量測資料處理方法及血壓量測裝置
US20220401037A1 (en) * 2021-06-16 2022-12-22 Biointellisense, Inc. Ml-based anomaly detection and descriptive root-cause analysis for biodata
CN113489459B (zh) * 2021-07-26 2022-07-19 安徽科技学院 一种基于数字孪生的光伏发电组件故障检测和识别方法
CN114098658A (zh) * 2021-11-26 2022-03-01 芯原微电子(南京)有限公司 一种健康状态的监测方法及装置
WO2023133166A2 (en) 2022-01-05 2023-07-13 Prolaio, Inc. System and method for determining a cardiac health status
CN115721284A (zh) * 2022-11-22 2023-03-03 泰康保险集团股份有限公司 健康监测系统、方法、电子设备和存储介质
US20240387040A1 (en) * 2023-05-15 2024-11-21 Chakravarthy Toleti System and method for ai-based monitoring of patients
CN119069101B (zh) * 2024-11-01 2025-05-23 宁波芯联心医疗科技有限公司 面向智慧医疗的传感监测数据优化方法及系统

Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN1550206A (zh) * 2003-03-19 2004-12-01 ������������ʽ���� 脉搏计及其控制方法、手表型信息装置及血管模拟传感器
CN1816303A (zh) * 2003-07-01 2006-08-09 卡迪尔马格成像公司 用于心磁图分类的机器学习的使用

Family Cites Families (122)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US3550614A (en) * 1968-10-31 1970-12-29 Clemar Mfg Corp Contaminant barrier for solenoid valves
US3570447A (en) * 1968-11-08 1971-03-16 Robert T Basseches Lawn sprinkler alarm
US3733030A (en) * 1971-03-29 1973-05-15 L Carstenson Underground water discharging and sprinkling device
US4026471A (en) * 1976-04-01 1977-05-31 The Toro Company Sprinkler systems
US4340179A (en) * 1980-04-29 1982-07-20 Knapp Philip B Lawn and garden feeding apparatus
US4681260A (en) * 1986-02-11 1987-07-21 The Toro Company Two piece variable stator for sprinkler nozzle flow control
US4796804A (en) * 1987-08-26 1989-01-10 Ilan Weiss Pop-up sprinkler with improved inlet valve
US4937763A (en) * 1988-09-06 1990-06-26 E I International, Inc. Method of system state analysis
US5009368A (en) * 1989-06-21 1991-04-23 Light Ideas Incorporated Constant-pressure, variable-volume irrigation sprinklers
US5402521A (en) * 1990-02-28 1995-03-28 Chiyoda Corporation Method for recognition of abnormal conditions using neural networks
JPH03268738A (ja) * 1990-03-19 1991-11-29 Nippondenso Co Ltd 生体情報検出装置
US5113483A (en) * 1990-06-15 1992-05-12 Microelectronics And Computer Technology Corporation Neural network with semi-localized non-linear mapping of the input space
US5481647A (en) * 1991-03-22 1996-01-02 Raff Enterprises, Inc. User adaptable expert system
US5526446A (en) * 1991-09-24 1996-06-11 Massachusetts Institute Of Technology Noise reduction system
US20050062609A9 (en) * 1992-08-19 2005-03-24 Lynn Lawrence A. Pulse oximetry relational alarm system for early recognition of instability and catastrophic occurrences
US5479574A (en) * 1993-04-01 1995-12-26 Nestor, Inc. Method and apparatus for adaptive classification
US5465321A (en) * 1993-04-07 1995-11-07 The United States Of America As Represented By The Administrator Of The National Aeronautics And Space Administration Hidden markov models for fault detection in dynamic systems
US5539638A (en) * 1993-08-05 1996-07-23 Pavilion Technologies, Inc. Virtual emissions monitor for automobile
US5463768A (en) * 1994-03-17 1995-10-31 General Electric Company Method and system for analyzing error logs for diagnostics
US5792072A (en) * 1994-06-06 1998-08-11 University Of Washington System and method for measuring acoustic reflectance
US5574387A (en) * 1994-06-30 1996-11-12 Siemens Corporate Research, Inc. Radial basis function neural network autoassociator and method for induction motor monitoring
US5668944A (en) * 1994-09-06 1997-09-16 International Business Machines Corporation Method and system for providing performance diagnosis of a computer system
US5495168A (en) * 1994-09-12 1996-02-27 Fluke Corporation Method of signal analysis employing histograms to establish stable, scaled displays in oscilloscopes
JP3491350B2 (ja) * 1994-09-14 2004-01-26 松下電器産業株式会社 就寝装置
US5835902A (en) * 1994-11-02 1998-11-10 Jannarone; Robert J. Concurrent learning and performance information processing system
US5774379A (en) * 1995-07-21 1998-06-30 The University Of Chicago System for monitoring an industrial or biological process
US5745382A (en) * 1995-08-31 1998-04-28 Arch Development Corporation Neural network based system for equipment surveillance
US5877954A (en) * 1996-05-03 1999-03-02 Aspen Technology, Inc. Hybrid linear-neural network process control
US6110214A (en) * 1996-05-03 2000-08-29 Aspen Technology, Inc. Analyzer for modeling and optimizing maintenance operations
US5764509A (en) * 1996-06-19 1998-06-09 The University Of Chicago Industrial process surveillance system
US5819291A (en) * 1996-08-23 1998-10-06 General Electric Company Matching new customer records to existing customer records in a large business database using hash key
US6246972B1 (en) * 1996-08-23 2001-06-12 Aspen Technology, Inc. Analyzer for modeling and optimizing maintenance operations
US5871156A (en) * 1997-05-02 1999-02-16 Anthony Manufacturing, Co. Sprinkler with removable valve seat
US5933818A (en) * 1997-06-02 1999-08-03 Electronic Data Systems Corporation Autonomous knowledge discovery system and method
DE19732046A1 (de) * 1997-07-25 1999-01-28 Abb Patent Gmbh Prozeßdiagnosesystem und Verfahren zur Diagnose von Vorgängen und Zuständen eines technischen Prozesses
US6240372B1 (en) * 1997-11-14 2001-05-29 Arch Development Corporation System for surveillance of spectral signals
US6090044A (en) * 1997-12-10 2000-07-18 Bishop; Jeffrey B. System for diagnosing medical conditions using a neural network
US5987399A (en) * 1998-01-14 1999-11-16 Arch Development Corporation Ultrasensitive surveillance of sensors and processes
US7617163B2 (en) * 1998-05-01 2009-11-10 Health Discovery Corporation Kernels and kernel methods for spectral data
US6119111A (en) * 1998-06-09 2000-09-12 Arch Development Corporation Neuro-parity pattern recognition system and method
US6245517B1 (en) * 1998-09-29 2001-06-12 The United States Of America As Represented By The Department Of Health And Human Services Ratio-based decisions and the quantitative analysis of cDNA micro-array images
US6826552B1 (en) * 1999-02-05 2004-11-30 Xfi Corporation Apparatus and methods for a computer aided decision-making system
AU4676300A (en) 1999-04-30 2000-11-17 Dryken Technologies, Inc. Method and system for nonlinear state estimation
US7395216B2 (en) * 1999-06-23 2008-07-01 Visicu, Inc. Using predictive models to continuously update a treatment plan for a patient in a health care location
US6804656B1 (en) * 1999-06-23 2004-10-12 Visicu, Inc. System and method for providing continuous, expert network critical care services from a remote location(s)
US6524239B1 (en) * 1999-11-05 2003-02-25 Wcr Company Apparatus for non-instrusively measuring health parameters of a subject and method of use thereof
US6440066B1 (en) * 1999-11-16 2002-08-27 Cardiac Intelligence Corporation Automated collection and analysis patient care system and method for ordering and prioritizing multiple health disorders to identify an index disorder
US6602191B2 (en) * 1999-12-17 2003-08-05 Q-Tec Systems Llp Method and apparatus for health and disease management combining patient data monitoring with wireless internet connectivity
US20030126258A1 (en) * 2000-02-22 2003-07-03 Conkright Gary W. Web based fault detection architecture
WO2001067262A1 (en) * 2000-03-09 2001-09-13 Smartsignal Corporation Generalized lensing angular similarity operator
US6957172B2 (en) * 2000-03-09 2005-10-18 Smartsignal Corporation Complex signal decomposition and modeling
US6865509B1 (en) * 2000-03-10 2005-03-08 Smiths Detection - Pasadena, Inc. System for providing control to an industrial process using one or more multidimensional variables
US6952662B2 (en) * 2000-03-30 2005-10-04 Smartsignal Corporation Signal differentiation system using improved non-linear operator
KR100810989B1 (ko) 2000-04-17 2008-03-11 바이보메트릭스, 인크. 생리학 신호의 보행 모니터링을 위한 시스템 및 방법
US6616613B1 (en) * 2000-04-27 2003-09-09 Vitalsines International, Inc. Physiological signal monitoring system
US7343197B2 (en) * 2000-05-30 2008-03-11 Vladimir Shusterman Multi-scale analysis and representation of physiological and health data
US6389308B1 (en) * 2000-05-30 2002-05-14 Vladimir Shusterman System and device for multi-scale analysis and representation of electrocardiographic data
US6458080B1 (en) * 2000-05-31 2002-10-01 International Business Machines Corporation Managing parameters effecting the comprehensive health of a user
US6917839B2 (en) * 2000-06-09 2005-07-12 Intellectual Assets Llc Surveillance system and method having an operating mode partitioned fault classification model
US6609036B1 (en) * 2000-06-09 2003-08-19 Randall L. Bickford Surveillance system and method having parameter estimation and operating mode partitioning
CA2538758C (en) 2000-06-16 2014-10-28 Bodymedia, Inc. System for monitoring and managing body weight and other physiological conditions including iterative and personalized planning, intervention and reporting capability
GB0016561D0 (en) * 2000-07-05 2000-08-23 Rolls Royce Plc Health monitoring
US6678639B2 (en) * 2000-08-04 2004-01-13 Sun Microsystems, Inc. Automated problem identification system
AU2001286485A1 (en) * 2000-08-15 2002-02-25 The Penn State Research Foundation General method for tracking the evolution of hidden damage or other unwanted changes in machinery components and predicting remaining useful life
US6572545B2 (en) * 2000-09-22 2003-06-03 Knobbe, Lim & Buckingham Method and apparatus for real-time control of physiological parameters
AU2001292946A1 (en) * 2000-09-26 2002-04-08 Advantage 3D Llc Method and system for generation, storage and distribution of omni-directional object views
US20030060808A1 (en) * 2000-10-04 2003-03-27 Wilk Peter J. Telemedical method and system
EP1466289A2 (en) * 2000-11-03 2004-10-13 Michael Korenberg Nonlinear system identification for class prediction in bioinformatics and related applications
JP2002157336A (ja) * 2000-11-16 2002-05-31 Digital Derivative Technology Kk 健康管理システム
US6556939B1 (en) * 2000-11-22 2003-04-29 Smartsignal Corporation Inferential signal generator for instrumented equipment and processes
US6502764B2 (en) * 2000-11-30 2003-01-07 Samuel C. Walker Pop-up sprinkler with internal debris cup
US7373283B2 (en) 2001-02-22 2008-05-13 Smartsignal Corporation Monitoring and fault detection system and method using improved empirical model for range extrema
US7080290B2 (en) * 2001-03-08 2006-07-18 California Institute Of Technology Exception analysis for multimissions
ATE324068T1 (de) * 2001-04-02 2006-05-15 N I Medical Ltd Gerät zur bestimmung des hämodynamischen zustands
US20020183971A1 (en) * 2001-04-10 2002-12-05 Wegerich Stephan W. Diagnostic systems and methods for predictive condition monitoring
US7539597B2 (en) 2001-04-10 2009-05-26 Smartsignal Corporation Diagnostic systems and methods for predictive condition monitoring
US6665385B2 (en) 2001-04-23 2003-12-16 Cardionet, Inc. Medical monitoring system having multipath communications capability
GB0113212D0 (en) * 2001-05-31 2001-07-25 Oxford Biosignals Ltd Patient condition display
US6975962B2 (en) * 2001-06-11 2005-12-13 Smartsignal Corporation Residual signal alert generation for condition monitoring using approximated SPRT distribution
US6687654B2 (en) * 2001-09-10 2004-02-03 The Johns Hopkins University Techniques for distributed machinery monitoring
GB0130010D0 (en) * 2001-12-14 2002-02-06 Isis Innovation Combining measurements from breathing rate sensors
US20030144829A1 (en) * 2002-01-25 2003-07-31 Geatz Michael W. System and method for sensing and evaluating physiological parameters and modeling an adaptable predictive analysis for symptoms management
US7085675B2 (en) 2002-02-06 2006-08-01 The University Of Chicago Subband domain signal validation
US6892163B1 (en) * 2002-03-08 2005-05-10 Intellectual Assets Llc Surveillance system and method having an adaptive sequential probability fault detection test
JP2003281545A (ja) * 2002-03-19 2003-10-03 Fujitsu Ltd 情報認識装置およびそのプログラム
US20040199482A1 (en) * 2002-04-15 2004-10-07 Wilson Scott B. Systems and methods for automatic and incremental learning of patient states from biomedical signals
JP4464276B2 (ja) * 2002-08-13 2010-05-19 東京エレクトロン株式会社 プラズマ処理方法及びプラズマ処理装置
JP4058310B2 (ja) * 2002-09-09 2008-03-05 株式会社山武 睡眠状態判定装置及び就寝モニタリングシステム
SI1579288T1 (sl) 2002-11-04 2017-10-30 Ge Intelligent Platforms, Inc. Nadzor stanja sistema z uporabo povratnega lokalnega računalnika za strojno učenje
US20040122702A1 (en) * 2002-12-18 2004-06-24 Sabol John M. Medical data processing system and method
US7027953B2 (en) * 2002-12-30 2006-04-11 Rsl Electronics Ltd. Method and system for diagnostics and prognostics of a mechanical system
US20040243636A1 (en) * 2003-03-18 2004-12-02 Smartsignal Corporation Equipment health monitoring architecture for fleets of assets
GB0307406D0 (en) * 2003-03-31 2003-05-07 British Telecomm Data analysis system and method
US20040236188A1 (en) 2003-05-19 2004-11-25 Ge Medical Systems Information Method and apparatus for monitoring using a mathematical model
US7734400B2 (en) * 2003-07-24 2010-06-08 Honeywell International Inc. Fault detection system and method using augmented data and fuzzy logic
JP3931889B2 (ja) * 2003-08-19 2007-06-20 ソニー株式会社 画像表示システム、画像表示装置、画像表示方法
EP2319410A1 (en) * 2003-09-12 2011-05-11 BodyMedia, Inc. Apparatus for measuring heart related parameters
US7634360B2 (en) * 2003-09-23 2009-12-15 Prediction Sciences, LL Cellular fibronectin as a diagnostic marker in stroke and methods of use thereof
JP2005095469A (ja) * 2003-09-26 2005-04-14 Nippon Koden Corp 生体モニタ情報の登録・表示システム
GB0323238D0 (en) * 2003-10-03 2003-11-05 Domantis Ltd Synthetic LG binding domains of protein L
ES2325169T3 (es) * 2004-02-26 2009-08-27 Diabetes Tools Sweden Ab Monitorizacion metabolica, metodo y aparato para indicar un estado relacionado con la salud de un sujeto.
JP4633373B2 (ja) * 2004-03-10 2011-02-16 公立大学法人会津大学 生体情報処理システム
US7174205B2 (en) * 2004-04-05 2007-02-06 Hewlett-Packard Development Company, L.P. Cardiac diagnostic system and method
CA2464029A1 (en) * 2004-04-08 2005-10-08 Valery Telfort Non-invasive ventilation monitor
WO2005106446A1 (ja) * 2004-04-30 2005-11-10 Matsushita Electric Industrial Co., Ltd. 血糖値計測装置
US20050261837A1 (en) * 2004-05-03 2005-11-24 Smartsignal Corporation Kernel-based system and method for estimation-based equipment condition monitoring
EP1810197A4 (en) * 2004-05-07 2009-08-05 Intermed Advisor Inc METHOD AND APPARATUS FOR PREDICTIVE REAL-TIME MODELING FOR CHRONICALLY SICK PATIENTS
US20060111644A1 (en) * 2004-05-27 2006-05-25 Children's Medical Center Corporation Patient-specific seizure onset detection system
US20060293859A1 (en) * 2005-04-13 2006-12-28 Venture Gain L.L.C. Analysis of transcriptomic data using similarity based modeling
US7640145B2 (en) 2005-04-25 2009-12-29 Smartsignal Corporation Automated model configuration and deployment system for equipment health monitoring
US7818131B2 (en) * 2005-06-17 2010-10-19 Venture Gain, L.L.C. Non-parametric modeling apparatus and method for classification, especially of activity state
US7674231B2 (en) 2005-08-22 2010-03-09 Massachusetts Institute Of Technology Wearable pulse wave velocity blood pressure sensor and methods of calibration thereof
JP5388580B2 (ja) * 2005-11-29 2014-01-15 ベンチャー ゲイン リミテッド ライアビリティー カンパニー ヒトの健康に関する残差ベースの管理
US8275577B2 (en) * 2006-09-19 2012-09-25 Smartsignal Corporation Kernel-based method for detecting boiler tube leaks
US7844558B2 (en) * 2006-10-05 2010-11-30 Siemens Corporation Incremental learning of nonlinear regression networks for machine condition monitoring
US7565262B2 (en) * 2006-10-05 2009-07-21 Siemens Corporate Research, Inc. Bayesian sensor estimation for machine condition monitoring
US8311774B2 (en) * 2006-12-15 2012-11-13 Smartsignal Corporation Robust distance measures for on-line monitoring
EP2523625B1 (en) * 2010-01-14 2017-03-08 PhysIQ Inc. Multivariate residual-based health index for human health monitoring
US8620853B2 (en) * 2011-07-19 2013-12-31 Smartsignal Corporation Monitoring method using kernel regression modeling with pattern sequences
US9256224B2 (en) * 2011-07-19 2016-02-09 GE Intelligent Platforms, Inc Method of sequential kernel regression modeling for forecasting and prognostics
US8660980B2 (en) * 2011-07-19 2014-02-25 Smartsignal Corporation Monitoring system using kernel regression modeling with pattern sequences
US9250625B2 (en) * 2011-07-19 2016-02-02 Ge Intelligent Platforms, Inc. System of sequential kernel regression modeling for forecasting and prognostics

Patent Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN1550206A (zh) * 2003-03-19 2004-12-01 ������������ʽ���� 脉搏计及其控制方法、手表型信息装置及血管模拟传感器
CN1816303A (zh) * 2003-07-01 2006-08-09 卡迪尔马格成像公司 用于心磁图分类的机器学习的使用

Non-Patent Citations (3)

* Cited by examiner, † Cited by third party
Title
Application.《Computational Intelligent Hybrid Systems:The fusion of Soft Computing and Hard Computing》.2005,317-365. *
Embrechts 等.Introduction to Scientific Data Mining:Direct Kernel Methods&amp *
Novelty Detection in Learning Systems;Stephen Marsland;《Neural Computing Survery》;20021231;第3卷;1-39 *

Also Published As

Publication number Publication date
WO2007070247A2 (en) 2007-06-21
EP1954184B1 (en) 2017-10-11
CN101365378A (zh) 2009-02-11
EP1954184A2 (en) 2008-08-13
ES2659945T3 (es) 2018-03-20
US20110124982A1 (en) 2011-05-26
US20070149862A1 (en) 2007-06-28
JP5841196B2 (ja) 2016-01-13
EP1954184A4 (en) 2012-05-23
WO2007070247A3 (en) 2007-10-04
US8795170B2 (en) 2014-08-05
AU2006325153A1 (en) 2007-06-21
US10722179B2 (en) 2020-07-28
US20170319145A1 (en) 2017-11-09
AU2006325153B2 (en) 2013-03-28
JP2009517188A (ja) 2009-04-30
US8597185B2 (en) 2013-12-03
CA2631870C (en) 2021-07-06
JP5388580B2 (ja) 2014-01-15
JP2014206992A (ja) 2014-10-30
US9743888B2 (en) 2017-08-29
JP2012196484A (ja) 2012-10-18
JP5669787B2 (ja) 2015-02-18
US20140303457A1 (en) 2014-10-09
CN102908130A (zh) 2013-02-06
CA2631870A1 (en) 2007-06-21

Similar Documents

Publication Publication Date Title
CN102908130B (zh) 用于监测人体健康状态的设备
US20230082362A1 (en) Processes and methods to predict blood pressure
US8388530B2 (en) Personalized monitoring and healthcare information management using physiological basis functions
US20200205709A1 (en) Mental state indicator
KR102169637B1 (ko) 사망 위험도의 예측 방법 및 이를 이용한 사망 위험도의 예측 디바이스
US20150213221A1 (en) System and Method for Providing Multi-Organ Variability Decision Support for Extubation Management
EP3861558A1 (en) Continuous monitoring of a user's health with a mobile device
WO2019075522A1 (en) RISK INDICATOR
Havriushenko et al. Smartwatch based respiratory rate estimation during sleep using CNN/LSTM neural network
AU2021236462B2 (en) Residual-based monitoring of human health
WO2019075520A1 (en) INDICATOR OF RESPIRATORY CONDITION
Sujin et al. Public e-health network system using arduino controller
AU2013206607A1 (en) Residual-based monitoring of human health
US20160228067A1 (en) System and method for intelligent monitoring of patient vital signs
Tomlinson Non-invasive vital-sign monitoring and data fusion in acute care
KR20250160706A (ko) Ppg센서를 이용한 맥파 측정 분석에 기반한 인공지능 당화혈색소 예측방법
WO2021141572A1 (en) Methods and systems for adaptable presentation of sensor 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
GR01 Patent grant
TR01 Transfer of patent right
TR01 Transfer of patent right

Effective date of registration: 20171026

Address after: Illinois, USA

Patentee after: Fisk Co.,Ltd.

Address before: Illinois, USA

Patentee before: Venture Gain LLC

TR01 Transfer of patent right
TR01 Transfer of patent right

Effective date of registration: 20250811

Address after: Illinois, USA

Patentee after: Prorio Co.

Country or region after: U.S.A.

Address before: Illinois

Patentee before: Fisk Co.,Ltd.

Country or region before: U.S.A.