CN104040547B - 用于预测生理和临床状态改变的方法和系统 - Google Patents

用于预测生理和临床状态改变的方法和系统 Download PDF

Info

Publication number
CN104040547B
CN104040547B CN201280063293.7A CN201280063293A CN104040547B CN 104040547 B CN104040547 B CN 104040547B CN 201280063293 A CN201280063293 A CN 201280063293A CN 104040547 B CN104040547 B CN 104040547B
Authority
CN
China
Prior art keywords
patient
vix
data
threshold values
baseline
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
CN201280063293.7A
Other languages
English (en)
Chinese (zh)
Other versions
CN104040547A (zh
Inventor
B·D·格罗斯
L·J·埃谢曼
A·A·弗劳尔
C·M·基奥福洛
K·P·李
H·曹
J·弗拉西卡
L·尼尔森
M·赛义德
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.)
Koninklijke Philips NV
Original Assignee
Koninklijke Philips NV
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 Koninklijke Philips NV filed Critical Koninklijke Philips NV
Publication of CN104040547A publication Critical patent/CN104040547A/zh
Application granted granted Critical
Publication of CN104040547B publication Critical patent/CN104040547B/zh
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/74—Details of notification to user or communication with user or patient; User input means
    • A61B5/746—Alarms related to a physiological condition, e.g. details of setting alarm thresholds or avoiding false alarms
    • 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
    • A61B5/7271—Specific aspects of physiological measurement analysis
    • A61B5/7275—Determining trends in physiological measurement data; Predicting development of a medical condition based on physiological measurements, e.g. determining a risk factor
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00—Computing arrangements using knowledge-based models
    • G06N5/02—Knowledge representation; Symbolic representation
    • G06N5/022—Knowledge engineering; Knowledge acquisition
    • G06N5/025—Extracting rules from data
    • 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
    • G16H40/00—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices
    • G16H40/60—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices for the operation of medical equipment or devices
    • G16H40/63—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices for the operation of medical equipment or devices for local operation
    • 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
    • G16H50/30—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
    • F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F04—POSITIVE - DISPLACEMENT MACHINES FOR LIQUIDS; PUMPS FOR LIQUIDS OR ELASTIC FLUIDS
    • F04C—ROTARY-PISTON, OR OSCILLATING-PISTON, POSITIVE-DISPLACEMENT MACHINES FOR LIQUIDS; ROTARY-PISTON, OR OSCILLATING-PISTON, POSITIVE-DISPLACEMENT PUMPS
    • F04C2270/00—Control; Monitoring or safety arrangements
    • F04C2270/04—Force
    • F04C2270/041—Controlled or regulated
    • 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

Landscapes

  • Health & Medical Sciences (AREA)
  • Engineering & Computer Science (AREA)
  • Biomedical Technology (AREA)
  • Medical Informatics (AREA)
  • Public Health (AREA)
  • General Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Pathology (AREA)
  • Epidemiology (AREA)
  • Primary Health Care (AREA)
  • Data Mining & Analysis (AREA)
  • Databases & Information Systems (AREA)
  • Physics & Mathematics (AREA)
  • Surgery (AREA)
  • Theoretical Computer Science (AREA)
  • Physiology (AREA)
  • General Engineering & Computer Science (AREA)
  • Veterinary Medicine (AREA)
  • Artificial Intelligence (AREA)
  • Animal Behavior & Ethology (AREA)
  • Biophysics (AREA)
  • Heart & Thoracic Surgery (AREA)
  • Molecular Biology (AREA)
  • General Business, Economics & Management (AREA)
  • Business, Economics & Management (AREA)
  • Signal Processing (AREA)
  • Psychiatry (AREA)
  • Computational Linguistics (AREA)
  • Evolutionary Computation (AREA)
  • Computing Systems (AREA)
  • General Physics & Mathematics (AREA)
  • Mathematical Physics (AREA)
  • Software Systems (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Measuring And Recording Apparatus For Diagnosis (AREA)
  • Medical Treatment And Welfare Office Work (AREA)
CN201280063293.7A 2011-12-21 2012-12-07 用于预测生理和临床状态改变的方法和系统 Active CN104040547B (zh)

Applications Claiming Priority (5)

Application Number Priority Date Filing Date Title
US201161578512P 2011-12-21 2011-12-21
US61/578,512 2011-12-21
US201261600140P 2012-02-17 2012-02-17
US61/600,140 2012-02-17
PCT/IB2012/057076 WO2013093692A2 (en) 2011-12-21 2012-12-07 Method and system to predict physiologic and clinical status changes

Publications (2)

Publication Number Publication Date
CN104040547A CN104040547A (zh) 2014-09-10
CN104040547B true CN104040547B (zh) 2018-10-12

Family

ID=47666426

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201280063293.7A Active CN104040547B (zh) 2011-12-21 2012-12-07 用于预测生理和临床状态改变的方法和系统

Country Status (6)

Country Link
US (1) US20150006088A1 (OSRAM)
EP (1) EP2795495B1 (OSRAM)
JP (2) JP6138820B2 (OSRAM)
CN (1) CN104040547B (OSRAM)
BR (1) BR112014014841A2 (OSRAM)
WO (1) WO2013093692A2 (OSRAM)

Families Citing this family (24)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
BR112013017066A2 (pt) * 2011-01-05 2020-11-24 Koninklijke Philips Electronics N.V. sistema de serviço de mensagem para rotear mensagens clínicas, meio legível por computador, método (500) roteamento de mensagens clínicas e um ou mais processadores
US20130231949A1 (en) 2011-12-16 2013-09-05 Dimitar V. Baronov Systems and methods for transitioning patient care from signal-based monitoring to risk-based monitoring
US11676730B2 (en) 2011-12-16 2023-06-13 Etiometry Inc. System and methods for transitioning patient care from signal based monitoring to risk based monitoring
CA3210162A1 (en) * 2013-10-08 2015-04-16 COTA, Inc. Clinical outcome tracking and analysis
US10468126B1 (en) 2014-08-19 2019-11-05 Multiscale Health Networks, Llc. Clinical activity network generation
CN105684394B (zh) 2014-12-18 2021-04-02 德尔格制造股份两合公司 目标警报系统中的警报路由优化策略
CN104715568A (zh) * 2015-03-07 2015-06-17 上海恩辅信息科技有限公司 用于家庭环境监控的大数据系统及方法
CN106681997B (zh) * 2015-11-05 2020-09-08 中国移动通信集团公司 一种信息处理方法及装置
CN108431900A (zh) * 2015-12-21 2018-08-21 皇家飞利浦有限公司 行为训练的临床支持
US20220084638A1 (en) * 2016-02-25 2022-03-17 Goodmark Medical (International) Limited Patient test data processing system and method
US11626207B2 (en) * 2016-05-24 2023-04-11 Koninklijke Philips N.V. Methods and systems for providing customized settings for patient monitors
US9965945B2 (en) * 2016-09-30 2018-05-08 General Electric Company Patient monitoring system and method configured to suppress an alarm
CN110168658B (zh) * 2016-10-05 2024-04-02 皇家飞利浦有限公司 患者监测系统和方法
US11682495B2 (en) * 2016-10-13 2023-06-20 Carnegie Mellon University Structured medical data classification system for monitoring and remediating treatment risks
IL266481B2 (en) * 2016-11-14 2024-07-01 Cota Inc CNA-guided care to improve clinical outcomes and reduce the overall cost of care
CN107392644A (zh) * 2017-06-19 2017-11-24 华南理工大学 一种商品购买预测建模方法
KR20200003407A (ko) * 2017-07-28 2020-01-09 구글 엘엘씨 전자 건강 기록으로부터 의료 이벤트를 예측 및 요약하기 위한 시스템 및 방법
US10573155B2 (en) * 2017-12-07 2020-02-25 Covidien Lp Closed loop alarm management
EP3522173B1 (de) * 2018-02-01 2024-04-03 Vorwerk & Co. Interholding GmbH System mit vitaldatensensor und auswertungseinheit
WO2019246086A1 (en) * 2018-06-18 2019-12-26 Zoll Medical Corporation Medical device for estimating risk of patient deterioration
WO2020030480A1 (en) * 2018-08-08 2020-02-13 Koninklijke Philips N.V. Incorporating contextual data in a clinical assessment
EP3660802A1 (en) * 2018-11-27 2020-06-03 Koninklijke Philips N.V. Predicting critical alarms
CN111671394A (zh) * 2020-05-12 2020-09-18 中国医学科学院北京协和医院 一种重症监护报警方法及装置
CN120708945B (zh) * 2025-08-20 2025-10-28 上海衍因科技有限公司 一种基于数据分析的重症监护数据管理系统及方法

Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101073496A (zh) * 2006-05-17 2007-11-21 优盛医学科技股份有限公司 可判断心跳不规则的方法及其装置
CN101203172A (zh) * 2005-06-22 2008-06-18 皇家飞利浦电子股份有限公司 测量瞬时患者急性值的设备

Family Cites Families (24)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
DE2924367A1 (de) * 1979-06-16 1980-12-18 Bayer Ag Verfahren und vorrichtung zur individuellen ueberwachung der belastung von personen durch schaedliche gase
IL118389A0 (en) * 1996-05-22 1996-09-12 Gat Yigal Fetal monitoring system and method
US6312378B1 (en) * 1999-06-03 2001-11-06 Cardiac Intelligence Corporation System and method for automated collection and analysis of patient information retrieved from an implantable medical device for remote patient care
US6754516B2 (en) * 2001-07-19 2004-06-22 Nellcor Puritan Bennett Incorporated Nuisance alarm reductions in a physiological monitor
US20040034288A1 (en) * 2002-02-20 2004-02-19 Hennessy Gary R. Chronic disease outcomes education and communication system
US7986994B2 (en) * 2002-12-04 2011-07-26 Medtronic, Inc. Method and apparatus for detecting change in intrathoracic electrical impedance
US20060025931A1 (en) * 2004-07-30 2006-02-02 Richard Rosen Method and apparatus for real time predictive modeling for chronically ill patients
JP2008546117A (ja) * 2005-06-08 2008-12-18 カーディナル ヘルス ３０３ インコーポレイテッド 疾患予後の動的定量のためのシステムおよび方法
US7780606B2 (en) * 2006-03-29 2010-08-24 Cardiac Pacemakers, Inc. Hemodynamic stability assessment based on heart sounds
US8852094B2 (en) * 2006-12-22 2014-10-07 Masimo Corporation Physiological parameter system
EP2219518B1 (en) * 2007-10-12 2012-08-22 Cardiac Pacemakers, Inc. Decompensation detection based on heart failure co-morbidities
US8275553B2 (en) * 2008-02-19 2012-09-25 Nellcor Puritan Bennett Llc System and method for evaluating physiological parameter data
US8510126B2 (en) * 2008-02-24 2013-08-13 The Regents Of The University Of California Patient monitoring
US20090326340A1 (en) * 2008-06-30 2009-12-31 Hui Wang Patient Monitor Alarm System And Method
US20100023342A1 (en) * 2008-07-25 2010-01-28 Cardinal Health 303, Inc. Use of clinical laboratory data to identify inpatient hospital complications
US8512260B2 (en) * 2008-10-29 2013-08-20 The Regents Of The University Of Colorado, A Body Corporate Statistical, noninvasive measurement of intracranial pressure
US8682612B2 (en) * 2008-12-18 2014-03-25 Abb Research Ltd Trend analysis methods and system for incipient fault prediction
JP5210264B2 (ja) * 2009-05-12 2013-06-12 徳雄 齋藤 生体情報を収集し伝達する装置
RU2538623C2 (ru) * 2009-06-18 2015-01-10 Конинклейке Филипс Электроникс, Н.В. Контроль экг с пониженными ложными тревогами в связи с асистолией
US20110009753A1 (en) * 2009-07-10 2011-01-13 Yi Zhang Respiration Rate Trending for Detecting Early Onset of Worsening Heart Failure
US9445764B2 (en) * 2009-07-15 2016-09-20 Koninklijke Philips N.V. Method for automatic setting time varying parameter alert and alarm limits
JP5813662B2 (ja) * 2010-01-04 2015-11-17 メイオウ ファウンデイション フォア メディカルエジュケイション アンド リサーチ 赤血球生成刺激剤（ｅｓａ）の投薬量決定
WO2011109312A2 (en) * 2010-03-01 2011-09-09 Masimo Corporation Adaptive alarm system
CN102151136A (zh) * 2011-01-06 2011-08-17 南京工程学院 一种便携式小型运动负荷监测设备及其监控方法

Patent Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101203172A (zh) * 2005-06-22 2008-06-18 皇家飞利浦电子股份有限公司 测量瞬时患者急性值的设备
CN101073496A (zh) * 2006-05-17 2007-11-21 优盛医学科技股份有限公司 可判断心跳不规则的方法及其装置

Also Published As

Publication number Publication date
JP6138820B2 (ja) 2017-05-31
US20150006088A1 (en) 2015-01-01
WO2013093692A3 (en) 2013-10-24
EP2795495B1 (en) 2019-09-04
EP2795495A2 (en) 2014-10-29
CN104040547A (zh) 2014-09-10
WO2013093692A2 (en) 2013-06-27
JP2017152030A (ja) 2017-08-31
BR112014014841A2 (pt) 2017-06-13
JP2015501058A (ja) 2015-01-08
JP6526735B2 (ja) 2019-06-05

Similar Documents

Publication Publication Date Title
CN104040547B (zh) 用于预测生理和临床状态改变的方法和系统
CN104487975B (zh) 表现血液动力学不稳定性指数指标信息的系统和方法
US12346879B2 (en) Systems and methods for a graphical interface including a graphical representation of medical data
JP6018623B2 (ja) 患者モニタのための段階式アラーム方法
US9113778B2 (en) Predicting near-term deterioration of hospital patients
CN108604465B (zh) 基于患者生理反应的对急性呼吸道疾病综合征(ards)的预测
CN103635908B (zh) 离开就绪性指标
US20190139631A1 (en) Estimation and use of clinician assessment of patient acuity
WO2014195877A1 (en) Healthcare support system and method
CN104823195B (zh) 一种降低临床设定中的妨害性警报负荷的方法和系统
EP4012721A1 (en) Hemodynamic instability index indicator
US20230215579A1 (en) System and method to combine multiple predictive outputs to predict comprehensive aki risk
WO2022122517A1 (en) Hemodynamic instability index indicator
EP3989233A1 (en) Patient monitoring system
WO2017168280A1 (en) Patient-specific clinical decision support

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
GR01 Patent grant