JP2008522604A - 敗血症の早期検出 - Google Patents
敗血症の早期検出 Download PDFInfo
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Cited By (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| KR20140141534A (ko) * | 2013-05-31 | 2014-12-10 | 가톨릭대학교 산학협력단 | 패혈증 고위험군 예측 방법 및 시스템 |
| JP2016526888A (ja) * | 2013-06-28 | 2016-09-08 | アキュメン リサーチ ラボラトリーズ プライヴェット リミテッドAcumen Research Laboratories Pte. Ltd. | 敗血症バイオマーカー及びそれらの使用 |
| KR20200114975A (ko) * | 2019-03-29 | 2020-10-07 | 연세대학교 산학협력단 | 균혈증 발병 위험도 예측 방법 및 이를 이용한 균혈증 발병 위험도 예측용 디바이스 |
| JP2022540159A (ja) * | 2019-07-12 | 2022-09-14 | ベックマン コールター, インコーポレイテッド | 収縮期血圧、血液パラメーター、およびこれらの組み合わせを含むバイタルサインを使用して敗血症を検出する方法 |
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| US9053222B2 (en) | 2002-05-17 | 2015-06-09 | Lawrence A. Lynn | Patient safety processor |
| US7191068B2 (en) * | 2003-03-25 | 2007-03-13 | Proteogenix, Inc. | Proteomic analysis of biological fluids |
| US8068990B2 (en) * | 2003-03-25 | 2011-11-29 | Hologic, Inc. | Diagnosis of intra-uterine infection by proteomic analysis of cervical-vaginal fluids |
| BRPI0609302A2 (pt) | 2005-04-15 | 2011-10-11 | Becton Dickinson Co | métodos para prever o desenvolvimento de sepse e para diagnosticar sepse em um indivìduo a ser testado, microarranjo, kit para prever o desenvolvimento de sepse em um indivìduo a ser testado, produto de programa de computador, computador, sistema de computador para determinar se um indivìduo é susceptìvel de desenvolver sepse, sinal digital embutido em uma onda portadora, e, interface gráfica de usuário para determinar se um indivìduo é susceptìvel de desenvolver sepse |
| ATE472611T1 (de) * | 2005-11-25 | 2010-07-15 | Trinity College Dublin | Verfahren zur diagnose von sepsis durch analyse von cytokine mrna expression |
| JP4661870B2 (ja) | 2005-12-14 | 2011-03-30 | 日本電気株式会社 | ディジタル通信システム、屋内装置及び屋外装置 |
| GB0610078D0 (en) * | 2006-05-20 | 2006-06-28 | Secr Defence | Sepsis detection microarray |
| EP1950310A1 (en) * | 2007-01-23 | 2008-07-30 | Charite-Universitätsmedizin Berlin | Method for risk prediction of a postoperative sepsis in a human |
| GB0722582D0 (en) * | 2007-11-16 | 2007-12-27 | Secr Defence | Early detection of sepsis |
| WO2009123737A2 (en) | 2008-04-03 | 2009-10-08 | Becton, Dickinson And Company | Advanced detection of sepsis |
| EP2283443A1 (en) | 2008-05-07 | 2011-02-16 | Lynn, Lawrence A. | Medical failure pattern search engine |
| US11728041B2 (en) * | 2008-05-07 | 2023-08-15 | Lawrence A. Lynn | Real-time time series matrix pathophysiologic pattern processor and quality assessment method |
| EP2166358A1 (en) * | 2008-09-17 | 2010-03-24 | Fundacio Institut de Recerca de l'Hospital Universitari Vall d'Hebron | Differential diagnostic biomarkers of stroke mimicking conditions and methods of use thereof |
| US10460408B2 (en) * | 2009-01-31 | 2019-10-29 | Mayo Foundation For Medical Education And Research | Presentation of critical patient data |
| JP5667353B2 (ja) | 2009-09-25 | 2015-02-12 | シスメックス株式会社 | 血球計数装置、診断支援装置、診断支援方法及びコンピュータプログラム |
| ES2539854T3 (es) * | 2010-03-02 | 2015-07-06 | F. Hoffmann-La Roche Ag | Diagnóstico y predicción precoces basados en la detección de IL-6 del síndrome de respuesta inflamatoria sistémica y sepsis en pacientes asintomáticos |
| US9719842B2 (en) * | 2010-07-06 | 2017-08-01 | Norman A. Paradis | Method for the discovery, validation and clinical application of multiplex biomarker algorithms based on optical, physical and/or electromagnetic patterns |
| EP2643483A4 (en) * | 2010-11-26 | 2014-04-30 | Immunexpress Pty Ltd | DIAGNOSTIC AND / OR SCREENING APPROPRIATIONS AND USES THEREFOR |
| WO2014068018A1 (en) * | 2012-10-30 | 2014-05-08 | Abbott Gmbh & Co.Kg | Methods of prognosis and diagnosis of sepsis |
| US9953453B2 (en) | 2012-11-14 | 2018-04-24 | Lawrence A. Lynn | System for converting biologic particle density data into dynamic images |
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| WO2014134460A1 (en) | 2013-02-28 | 2014-09-04 | Lynn Lawrence A | Time lapsable motion image responsive to features of pathophysiologic perturbations |
| US10260111B1 (en) * | 2014-01-20 | 2019-04-16 | Brett Eric Etchebarne | Method of detecting sepsis-related microorganisms and detecting antibiotic-resistant sepsis-related microorganisms in a fluid sample |
| GB201402293D0 (en) * | 2014-02-11 | 2014-03-26 | Secr Defence | Biomarker signatures for the prediction of onset of sepsis |
| US11058332B2 (en) * | 2014-09-26 | 2021-07-13 | Sofradim Production | System and method for early detection of post-surgery infection |
| US10761093B2 (en) | 2014-10-09 | 2020-09-01 | Texas Tech University System | Microdevice for cell separation utilizing activation phenotype |
| US10832134B2 (en) | 2015-12-10 | 2020-11-10 | Deepmind Technologies Limited | Augmenting neural networks with external memory |
| EP3408773B1 (en) * | 2016-01-28 | 2023-09-20 | Beckman Coulter, Inc. | Infection detection and differentiation systems and methods |
| SG11201807719SA (en) * | 2016-03-23 | 2018-10-30 | Peach Intellihealth Inc | Use of clinical parameters for the prediction of sirs |
| EP3806712A1 (en) * | 2018-06-15 | 2021-04-21 | Beckman Coulter, Inc. | Method of determining sepsis in the presence of blast flagging |
| CN111374639A (zh) * | 2018-12-28 | 2020-07-07 | 陈柏龄 | 败血症的菌种预测系统与方法 |
| US20220299511A1 (en) * | 2019-06-17 | 2022-09-22 | The Broad Institute, Inc. | Immune cell signature for bacterial sepsis |
| EP4010682B1 (en) * | 2019-08-06 | 2024-07-17 | Beckman Coulter, Inc. | Detecting and reporting subpopulations of neutrophils |
| US20210059597A1 (en) * | 2019-08-30 | 2021-03-04 | Hill-Rom Services, Inc. | Sepsis monitoring system |
| WO2021102776A1 (zh) * | 2019-11-28 | 2021-06-03 | 北京肿瘤医院(北京大学肿瘤医院) | 一种用于早期体腔内感染性并发症诊断的标记物及方法 |
| JP7754815B2 (ja) * | 2019-12-27 | 2025-10-15 | ザ・ヘンリー・エム・ジャクソン・ファンデイション・フォー・ジ・アドヴァンスメント・オヴ・ミリタリー・メディシン,インコーポレイテッド | 敗血症を患う個体における重症疾患の予測及び対処 |
| WO2021142479A1 (en) * | 2020-01-10 | 2021-07-15 | Prenosis, Inc. | A tool for selecting relevant features in precision diagnostics |
| JP7708769B2 (ja) * | 2020-01-10 | 2025-07-15 | プレノシス,インコーポレイテッド | ストリーミングデータ環境のための時間依存トリガ |
| CN114167062B (zh) * | 2020-09-10 | 2024-02-02 | 北京肿瘤医院(北京大学肿瘤医院) | 一种用于早期腹腔内感染性并发症诊断的标记物及方法 |
| TWI803893B (zh) * | 2021-06-28 | 2023-06-01 | 中國醫藥大學 | 敗血症之人工智慧輔助醫療診斷方法及其系統 |
| DE102022114248A1 (de) * | 2022-06-07 | 2023-12-07 | TCC GmbH | Verfahren sowie Vorhersagesystem zur Ermittlung der Eintrittswahrscheinlichkeit einer Sepsis eines Patienten |
| CN120526862A (zh) * | 2025-07-24 | 2025-08-22 | 中国疾病预防控制中心传染病预防控制所 | 一种基于5种标记物的感染病原体类型检测系统 |
Citations (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2000052472A1 (en) * | 1999-03-01 | 2000-09-08 | The Board Of Trustees Of The Leland Stanford Junior University | Rapid assay for infection in small children |
| US20030207278A1 (en) * | 2002-04-25 | 2003-11-06 | Javed Khan | Methods for analyzing high dimensional data for classifying, diagnosing, prognosticating, and/or predicting diseases and other biological states |
| WO2004043236A2 (en) * | 2002-11-12 | 2004-05-27 | Becton, Dickinson And Company | Diagnosis of sepsis or sirs using biomarker profiles |
Family Cites Families (11)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US6190872B1 (en) * | 1994-05-06 | 2001-02-20 | Gus J. Slotman | Method for identifying and monitoring patients at risk for systemic inflammatory conditions and apparatus for use in this method |
| US6804551B2 (en) * | 1998-03-17 | 2004-10-12 | University Of Virginia Patent Foundation | Method and apparatus for the early diagnosis of subacute, potentially catastrophic illness |
| AU5900299A (en) * | 1998-08-24 | 2000-03-14 | Emory University | Method and apparatus for predicting the onset of seizures based on features derived from signals indicative of brain activity |
| DE10155600B4 (de) * | 2001-11-09 | 2009-08-27 | Oligene Gmbh | Nukleinsäure-Array |
| US20040038201A1 (en) * | 2002-01-22 | 2004-02-26 | Whitehead Institute For Biomedical Research | Diagnostic and therapeutic applications for biomarkers of infection |
| MXPA05005073A (es) * | 2002-11-12 | 2005-11-17 | Becton Dickinson Co | Diagnostico de la sepsis o sirs usando perfiles de biomarcadores. |
| CA2505921A1 (en) * | 2002-11-12 | 2004-05-27 | Becton, Dickinson And Company | Diagnosis of sepsis or sirs using biomarker profiles |
| EP1673465A4 (en) * | 2003-09-29 | 2008-04-30 | Biosite Inc | PROCESS AND COMPOSITIONS FOR SEPSIS DIAGNOSIS |
| TW200519384A (en) * | 2003-12-12 | 2005-06-16 | We Gene Technologies Inc | Sepsis detection chip and fabricating method thereof and method of detecting sepsis |
| US20050196817A1 (en) * | 2004-01-20 | 2005-09-08 | Molecular Staging Inc. | Biomarkers for sepsis |
| GB0610078D0 (en) * | 2006-05-20 | 2006-06-28 | Secr Defence | Sepsis detection microarray |
-
2004
- 2004-12-09 GB GBGB0426982.5A patent/GB0426982D0/en not_active Ceased
-
2005
- 2005-12-09 EP EP11008209A patent/EP2458517A1/en not_active Withdrawn
- 2005-12-09 CN CN2005800424703A patent/CN101076806B/zh not_active Expired - Fee Related
- 2005-12-09 WO PCT/GB2005/004755 patent/WO2006061644A1/en not_active Ceased
- 2005-12-09 US US11/792,724 patent/US20080114576A1/en not_active Abandoned
- 2005-12-09 JP JP2007544987A patent/JP2008522604A/ja active Pending
- 2005-12-09 CA CA002587270A patent/CA2587270A1/en not_active Abandoned
- 2005-12-09 EP EP05825137A patent/EP1839218A1/en not_active Withdrawn
- 2005-12-09 AU AU2005313114A patent/AU2005313114B2/en not_active Ceased
Patent Citations (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2000052472A1 (en) * | 1999-03-01 | 2000-09-08 | The Board Of Trustees Of The Leland Stanford Junior University | Rapid assay for infection in small children |
| US20030207278A1 (en) * | 2002-04-25 | 2003-11-06 | Javed Khan | Methods for analyzing high dimensional data for classifying, diagnosing, prognosticating, and/or predicting diseases and other biological states |
| WO2004043236A2 (en) * | 2002-11-12 | 2004-05-27 | Becton, Dickinson And Company | Diagnosis of sepsis or sirs using biomarker profiles |
Non-Patent Citations (1)
| Title |
|---|
| JOURNAL FUR ANASTHESIE UND INTENSIVBEHANDLUNG, vol. 11, JPN7011002300, 18 February 2004 (2004-02-18), pages 40 - 43, ISSN: 0001950639 * |
Cited By (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| KR20140141534A (ko) * | 2013-05-31 | 2014-12-10 | 가톨릭대학교 산학협력단 | 패혈증 고위험군 예측 방법 및 시스템 |
| KR101595784B1 (ko) | 2013-05-31 | 2016-02-26 | 가톨릭대학교 산학협력단 | 패혈증 고위험군 예측 방법 및 시스템 |
| JP2016526888A (ja) * | 2013-06-28 | 2016-09-08 | アキュメン リサーチ ラボラトリーズ プライヴェット リミテッドAcumen Research Laboratories Pte. Ltd. | 敗血症バイオマーカー及びそれらの使用 |
| KR20200114975A (ko) * | 2019-03-29 | 2020-10-07 | 연세대학교 산학협력단 | 균혈증 발병 위험도 예측 방법 및 이를 이용한 균혈증 발병 위험도 예측용 디바이스 |
| KR102287968B1 (ko) | 2019-03-29 | 2021-08-09 | 연세대학교 산학협력단 | 균혈증 발병 위험도 예측 방법 및 이를 이용한 균혈증 발병 위험도 예측용 디바이스 |
| JP2022540159A (ja) * | 2019-07-12 | 2022-09-14 | ベックマン コールター, インコーポレイテッド | 収縮期血圧、血液パラメーター、およびこれらの組み合わせを含むバイタルサインを使用して敗血症を検出する方法 |
| JP7657195B2 (ja) | 2019-07-12 | 2025-04-04 | ベックマン コールター, インコーポレイテッド | 収縮期血圧、血液パラメーター、およびこれらの組み合わせを含むバイタルサインを使用して敗血症を検出する方法 |
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|---|---|
| GB0426982D0 (en) | 2005-01-12 |
| CA2587270A1 (en) | 2006-06-15 |
| US20080114576A1 (en) | 2008-05-15 |
| AU2005313114A1 (en) | 2006-06-15 |
| EP2458517A1 (en) | 2012-05-30 |
| WO2006061644A1 (en) | 2006-06-15 |
| AU2005313114B2 (en) | 2012-01-19 |
| CN101076806B (zh) | 2012-01-11 |
| EP1839218A1 (en) | 2007-10-03 |
| CN101076806A (zh) | 2007-11-21 |
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