JP6138820B2 - 生理学的及び臨床的状態の変化を予測するための方法及びシステム - Google Patents

生理学的及び臨床的状態の変化を予測するための方法及びシステム Download PDF

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JP6138820B2
JP6138820B2 JP2014548263A JP2014548263A JP6138820B2 JP 6138820 B2 JP6138820 B2 JP 6138820B2 JP 2014548263 A JP2014548263 A JP 2014548263A JP 2014548263 A JP2014548263 A JP 2014548263A JP 6138820 B2 JP6138820 B2 JP 6138820B2
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patient
vix
data
value
threshold
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JP2015501058A5 (enExample
JP2015501058A (ja
Inventor
ブライアン デービッド グロス
ブライアン デービッド グロス
ラリー ジェームス エシェルマン
ラリー ジェームス エシェルマン
アビゲイル アクトン フラワー
アビゲイル アクトン フラワー
ケイトリン マリエ チョホロ
ケイトリン マリエ チョホロ
クォック プン リー
クォック プン リー
ハンクィン カオ
ハンクィン カオ
ヨセフ フラシカ
ヨセフ フラシカ
ラリー ニールセン
ラリー ニールセン
モハメッド サイード
モハメッド サイード
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Koninklijke Philips NV
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Koninklijke Philips NV
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    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/74—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

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  • Health & Medical Sciences (AREA)
  • Engineering & Computer Science (AREA)
  • Public Health (AREA)
  • Medical Informatics (AREA)
  • Biomedical Technology (AREA)
  • General Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Pathology (AREA)
  • Primary Health Care (AREA)
  • Epidemiology (AREA)
  • Data Mining & Analysis (AREA)
  • Databases & Information Systems (AREA)
  • Physics & Mathematics (AREA)
  • Biophysics (AREA)
  • Animal Behavior & Ethology (AREA)
  • General Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physiology (AREA)
  • Artificial Intelligence (AREA)
  • Heart & Thoracic Surgery (AREA)
  • Veterinary Medicine (AREA)
  • Molecular Biology (AREA)
  • Surgery (AREA)
  • General Business, Economics & Management (AREA)
  • Business, Economics & Management (AREA)
  • Software Systems (AREA)
  • Computing Systems (AREA)
  • Evolutionary Computation (AREA)
  • General Physics & Mathematics (AREA)
  • Computational Linguistics (AREA)
  • Mathematical Physics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Signal Processing (AREA)
  • Psychiatry (AREA)
  • Measuring And Recording Apparatus For Diagnosis (AREA)
  • Medical Treatment And Welfare Office Work (AREA)
JP2014548263A 2011-12-21 2012-12-07 生理学的及び臨床的状態の変化を予測するための方法及びシステム Active JP6138820B2 (ja)

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

Related Child Applications (1)

Application Number Title Priority Date Filing Date
JP2017086792A Division JP6526735B2 (ja) 2011-12-21 2017-04-26 生理学的及び臨床的状態の変化を予測するための方法及びシステム

Publications (3)

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JP2015501058A JP2015501058A (ja) 2015-01-08
JP2015501058A5 JP2015501058A5 (enExample) 2016-01-28
JP6138820B2 true JP6138820B2 (ja) 2017-05-31

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JP2014548263A Active JP6138820B2 (ja) 2011-12-21 2012-12-07 生理学的及び臨床的状態の変化を予測するための方法及びシステム
JP2017086792A Active JP6526735B2 (ja) 2011-12-21 2017-04-26 生理学的及び臨床的状態の変化を予測するための方法及びシステム

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

Families Citing this family (24)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2012093307A1 (en) * 2011-01-05 2012-07-12 Koninklijke Philips Electronics N.V. System and method for distributing meaningful clinical alerts
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
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
MX2016004380A (es) * 2013-10-08 2016-07-05 Cota Inc Rastreo y análisis de resultados clínicos.
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
JP6975230B2 (ja) * 2016-10-05 2021-12-01 コーニンクレッカ フィリップス エヌ ヴェKoninklijke Philips N.V. 患者モニタリングシステム及び方法
WO2018071845A1 (en) * 2016-10-13 2018-04-19 Krishnamurti Tamar Priya A structured medical data classification system for monitoring and remediating treatment risks
CN110168659A (zh) * 2016-11-14 2019-08-23 科塔公司 用于改善临床结果并降低总护理费用的cna引导的护理
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
US11935634B2 (en) 2017-07-28 2024-03-19 Google Llc System and method for predicting and summarizing medical events from electronic health records
US10573155B2 (en) * 2017-12-07 2020-02-25 Covidien Lp Closed loop alarm management
PL3522173T3 (pl) * 2018-02-01 2024-08-19 Vorwerk & Co. Interholding Gmbh System z czujnikiem danych życiowych i jednostką oceniającą
US11942222B2 (en) * 2018-06-18 2024-03-26 Zoll Medical Corporation Medical device for estimating risk of patient deterioration
CN112533527B (zh) * 2018-08-08 2024-09-13 皇家飞利浦有限公司 在临床评估中并入场景数据
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

Family Cites Families (26)

* 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
WO2006136972A1 (en) * 2005-06-22 2006-12-28 Koninklijke Philips Electronics N.V. An apparatus to measure the instantaneous patients' acuity value
US7780606B2 (en) * 2006-03-29 2010-08-24 Cardiac Pacemakers, Inc. Hemodynamic stability assessment based on heart sounds
CN101073496B (zh) * 2006-05-17 2011-05-11 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
US8852094B2 (en) * 2006-12-22 2014-10-07 Masimo Corporation Physiological parameter system
JP5119334B2 (ja) * 2007-10-12 2013-01-16 カーディアック ペースメイカーズ， インコーポレイテッド 心不全併存疾患に基づく代償不全検知
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
CN102458240B (zh) * 2009-06-18 2014-10-29 皇家飞利浦电子股份有限公司 具有减少的心搏停止假警报的ecg 监测
US20110009753A1 (en) * 2009-07-10 2011-01-13 Yi Zhang Respiration Rate Trending for Detecting Early Onset of Worsening Heart Failure
BR112012000778A8 (pt) * 2009-07-15 2018-02-20 Koninklijke Philips Electronics Nv Método para o provimento de um alerta de parâmetro fisiológico com variação de tempo, mídia de leitura por computador, e sistema que fornece um alerta de parâmetro fisiológico com variação de tempo para um usuário
CA2786297C (en) * 2010-01-04 2019-11-12 Mayo Foundation For Medical Education And Research Erythropoietic stimulating agent (esa) dosage determination
DE112011100761T5 (de) * 2010-03-01 2013-01-03 Masimo Corporation Adaptives Alarmsystem
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

Also Published As

Publication number Publication date
JP2017152030A (ja) 2017-08-31
CN104040547A (zh) 2014-09-10
BR112014014841A2 (pt) 2017-06-13
CN104040547B (zh) 2018-10-12
EP2795495B1 (en) 2019-09-04
EP2795495A2 (en) 2014-10-29
US20150006088A1 (en) 2015-01-01
JP2015501058A (ja) 2015-01-08
JP6526735B2 (ja) 2019-06-05
WO2013093692A2 (en) 2013-06-27
WO2013093692A3 (en) 2013-10-24

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