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 PDFInfo
- 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
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)
- 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)
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 (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)
| 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 |
Citations (2)
| 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)
| 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 |
| 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 |
-
2012
- 2012-12-07 CN CN201280063293.7A patent/CN104040547B/zh active Active
- 2012-12-07 JP JP2014548263A patent/JP6138820B2/ja active Active
- 2012-12-07 WO PCT/IB2012/057076 patent/WO2013093692A2/en not_active Ceased
- 2012-12-07 US US14/366,876 patent/US20150006088A1/en not_active Abandoned
- 2012-12-07 BR BR112014014841A patent/BR112014014841A2/pt not_active Application Discontinuation
- 2012-12-07 EP EP12821306.3A patent/EP2795495B1/en active Active
-
2017
- 2017-04-26 JP JP2017086792A patent/JP6526735B2/ja active Active
Patent Citations (2)
| 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 |
| JP2017152030A (ja) | 2017-08-31 |
| CN104040547A (zh) | 2014-09-10 |
| BR112014014841A2 (pt) | 2017-06-13 |
| 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 |
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 | |
| WO2021052884A1 (en) | Clinical decision support scheduling and alerts | |
| 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 |