CN103392183B - 用于识别处于转化为阿尔茨海默病的风险中的具有轻度认知障碍的患者的系统 - Google Patents

用于识别处于转化为阿尔茨海默病的风险中的具有轻度认知障碍的患者的系统 Download PDF

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CN103392183B
CN103392183B CN201180068070.5A CN201180068070A CN103392183B CN 103392183 B CN103392183 B CN 103392183B CN 201180068070 A CN201180068070 A CN 201180068070A CN 103392183 B CN103392183 B CN 103392183B
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patient
patients
data
alzheimer
disease
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CN103392183A (zh
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J·D·谢弗
C·M·基奥福洛
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Koninklijke Philips NV
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    • 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
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    • G06N20/00—Machine learning
    • 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

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CN201180068070.5A 2010-12-20 2011-12-09 用于识别处于转化为阿尔茨海默病的风险中的具有轻度认知障碍的患者的系统 Expired - Fee Related CN103392183B (zh)

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US201061424829P 2010-12-20 2010-12-20
US61/424,829 2010-12-20
PCT/IB2011/055584 WO2012085743A2 (en) 2010-12-20 2011-12-09 Methods and systems for identifying patients with mild cognitive impairment at risk of converting to alzheimer's

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CN103392183B true CN103392183B (zh) 2017-05-10

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EP (1) EP2656257A2 (enExample)
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Families Citing this family (27)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US9152918B1 (en) * 2012-01-10 2015-10-06 Cerner Innovation, Inc. Resource forecasting using Bayesian model reduction
US9275334B2 (en) * 2012-04-06 2016-03-01 Applied Materials, Inc. Increasing signal to noise ratio for creation of generalized and robust prediction models
US10463313B2 (en) * 2013-08-05 2019-11-05 Nikolaos KOUTSOULERIS Adaptive pattern recognition for psychosis risk modelling
US20150269355A1 (en) * 2014-03-19 2015-09-24 Peach Intellihealth, Inc. Managing allocation of health-related expertise and resources
CN105096294B (zh) 2014-04-30 2019-01-18 西门子医疗保健诊断公司 用于对尿液沉渣图像的待处理区块进行区块检索的方法和装置
CN104031139B (zh) * 2014-06-06 2016-05-04 西安交通大学医学院第一附属医院 用于阿尔茨海默病pet成像的正电子药物及其制备方法
US11037070B2 (en) * 2015-04-29 2021-06-15 Siemens Healthcare Gmbh Diagnostic test planning using machine learning techniques
JP6207547B2 (ja) * 2015-05-18 2017-10-04 国立大学法人東北大学 認知症の程度を判定するための方法、システム及びプログラム
EP3451919A4 (en) * 2016-05-05 2019-12-18 Bestbrain Ltd. NERVOUS FEEDBACK SYSTEMS AND METHODS
WO2018062366A1 (ja) * 2016-09-28 2018-04-05 公益財団法人先端医療振興財団 認知症介護負担度判定装置、認知症介護負担度判定方法、認知症介護負担度判定プログラム、認知症治療効果判定装置、認知症治療効果判定方法、及び認知症治療効果判定プログラム
JP6845716B2 (ja) * 2017-03-14 2021-03-24 一般社団法人脳と心の健康科学研究所 生体機能についての医学的検査の得点判定装置、及びプログラム
JP6791361B2 (ja) * 2017-03-30 2020-11-25 日本電気株式会社 情報処理装置と方法とプログラム
CN108256422B (zh) * 2017-12-07 2021-11-09 广东技术师范大学 基于高斯过程分类的阿尔茨海默症分类方法、系统及装置
KR102064811B1 (ko) * 2018-01-19 2020-01-13 사회복지법인 삼성생명공익재단 아밀로이드 양성 경도인지장애 환자의 치매 진행을 예측하여 분류하는 방법 및 장치
JP6483890B1 (ja) * 2018-04-27 2019-03-13 国立大学法人滋賀医科大学 診断支援装置、機械学習装置、診断支援方法、機械学習方法および機械学習プログラム
WO2020061072A1 (en) * 2018-09-18 2020-03-26 Vivid Genomics, Inc. Method of characterizing a neurodegenerative pathology
CN110944232B (zh) * 2018-09-21 2021-11-19 中国移动通信有限公司研究院 一种监测认知行为的方法、装置及机顶盒
US12100517B2 (en) 2018-10-29 2024-09-24 Flatiron Health, Inc. Generalized biomarker model
JP7313165B2 (ja) * 2019-03-18 2023-07-24 株式会社Erisa アルツハイマー病生存分析装置及びアルツハイマー病生存分析プログラム
CN113710147B (zh) * 2019-04-15 2025-01-28 詹森药业有限公司 使用语音分析检测认知衰退的系统和方法
CN110164524A (zh) * 2019-04-29 2019-08-23 北京国润健康医学投资有限公司 一种偏瘫患者康复训练任务自适应匹配方法及其系统
WO2021108390A1 (en) * 2019-11-27 2021-06-03 University Of Pittsburgh - Of The Commonwealth System Of Higher Education System, method, and computer program product for detecting and responding to patient neuromorbidity
JP7334958B2 (ja) * 2019-12-09 2023-08-29 学校法人帝京大学 判定装置、判定方法及び判定プログラム
CN111202526A (zh) * 2020-01-20 2020-05-29 华东医院 对多维度老年听觉功能评估系统进行精简优化的方法
US20230042243A1 (en) 2020-12-09 2023-02-09 MS Technologies System and method for early diagnostics and prognostics of mild cognitive impairment using hybrid machine learning
US11651862B2 (en) 2020-12-09 2023-05-16 MS Technologies System and method for diagnostics and prognostics of mild cognitive impairment using deep learning
CN117195027A (zh) * 2023-09-08 2023-12-08 盐城工学院 基于成员选择的簇加权聚类集成方法

Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101084511A (zh) * 2004-12-17 2007-12-05 皇家飞利浦电子股份有限公司 自动开发在医学诊断成像中产生医学有意义的描述符的高性能分类器的方法和装置
CN101208602A (zh) * 2005-04-15 2008-06-25 贝克顿迪金森公司 脓毒症的诊断
US20080288227A1 (en) * 2007-05-18 2008-11-20 University Of Michigan Algorithms to predict clinical response, adherence, and shunting with thiopuriness
CN101443780A (zh) * 2004-12-30 2009-05-27 普罗文蒂斯公司 用于开发和使用用于预测多种医学结果、评价介入策略以及同时验证生物标志物诱因的预测模型的方法、系统和计算机程序产品

Family Cites Families (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP1346063A2 (en) * 2000-07-31 2003-09-24 The Institute for Systems Biology Multiparameter analysis for predictive medicine
US7347818B2 (en) 2003-02-24 2008-03-25 Neurotrax Corporation Standardized medical cognitive assessment tool
US7223234B2 (en) 2004-07-10 2007-05-29 Monitrix, Inc. Apparatus for determining association variables
US20060099624A1 (en) 2004-10-18 2006-05-11 Wang Lu-Yong System and method for providing personalized healthcare for alzheimer's disease
WO2006110621A2 (en) 2005-04-11 2006-10-19 Cornell Research Foundation, Inc. Multiplexed biomarkers for monitoring the alzheimer's disease state of a subject
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
WO2006135368A1 (en) 2005-06-10 2006-12-21 The Trustrees Of Columbia University In The City Of New York Olfactory identification tests for cognitive diseases and disorders
WO2007149985A2 (en) * 2006-06-21 2007-12-27 Lexicor Medical Technology, Llc Assessing dementia and dementia-type disorders
US20110257893A1 (en) * 2008-10-10 2011-10-20 Ian Taylor Methods for classifying samples based on network modularity
EP2507393A4 (en) * 2009-11-30 2013-05-01 Caris Life Sciences Luxembourg Holdings METHODS AND SYSTEMS FOR ISOLATING, STORING AND ANALYZING VESICLES

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101084511A (zh) * 2004-12-17 2007-12-05 皇家飞利浦电子股份有限公司 自动开发在医学诊断成像中产生医学有意义的描述符的高性能分类器的方法和装置
CN101443780A (zh) * 2004-12-30 2009-05-27 普罗文蒂斯公司 用于开发和使用用于预测多种医学结果、评价介入策略以及同时验证生物标志物诱因的预测模型的方法、系统和计算机程序产品
CN101208602A (zh) * 2005-04-15 2008-06-25 贝克顿迪金森公司 脓毒症的诊断
US20080288227A1 (en) * 2007-05-18 2008-11-20 University Of Michigan Algorithms to predict clinical response, adherence, and shunting with thiopuriness

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CN103392183A (zh) 2013-11-13
JP6034800B2 (ja) 2016-11-30
WO2012085743A3 (en) 2012-08-23
RU2603601C2 (ru) 2016-11-27
JP2014506150A (ja) 2014-03-13
RU2013133904A (ru) 2015-01-27
US9367817B2 (en) 2016-06-14
WO2012085743A2 (en) 2012-06-28
US20130275350A1 (en) 2013-10-17
EP2656257A2 (en) 2013-10-30

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