RU2603601C2 - Способы и системы для идентификации пациентов с умеренными когнитивными нарушениями с риском перехода в болезнь альцгеймера - Google Patents

Способы и системы для идентификации пациентов с умеренными когнитивными нарушениями с риском перехода в болезнь альцгеймера Download PDF

Info

Publication number
RU2603601C2
RU2603601C2 RU2013133904/14A RU2013133904A RU2603601C2 RU 2603601 C2 RU2603601 C2 RU 2603601C2 RU 2013133904/14 A RU2013133904/14 A RU 2013133904/14A RU 2013133904 A RU2013133904 A RU 2013133904A RU 2603601 C2 RU2603601 C2 RU 2603601C2
Authority
RU
Russia
Prior art keywords
patient
patients
data
training data
alzheimer
Prior art date
Application number
RU2013133904/14A
Other languages
English (en)
Russian (ru)
Other versions
RU2013133904A (ru
Inventor
Джейм Дэвид ШАФФЕР
Кейтлин Мари ЧИОУФОЛО
Original Assignee
Конинклейке Филипс Электроникс Н.В.
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 Конинклейке Филипс Электроникс Н.В. filed Critical Конинклейке Филипс Электроникс Н.В.
Publication of RU2013133904A publication Critical patent/RU2013133904A/ru
Application granted granted Critical
Publication of RU2603601C2 publication Critical patent/RU2603601C2/ru

Links

Images

Classifications

    • 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
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • 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

Landscapes

  • Engineering & Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • Medical Informatics (AREA)
  • Public Health (AREA)
  • Data Mining & Analysis (AREA)
  • Biomedical Technology (AREA)
  • Pathology (AREA)
  • Epidemiology (AREA)
  • General Health & Medical Sciences (AREA)
  • Primary Health Care (AREA)
  • Databases & Information Systems (AREA)
  • Software Systems (AREA)
  • Theoretical Computer Science (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Evolutionary Computation (AREA)
  • Physics & Mathematics (AREA)
  • Computing Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Mathematical Physics (AREA)
  • Artificial Intelligence (AREA)
  • Investigating Or Analysing Biological Materials (AREA)
  • Medical Treatment And Welfare Office Work (AREA)
  • Magnetic Resonance Imaging Apparatus (AREA)
RU2013133904/14A 2010-12-20 2011-12-09 Способы и системы для идентификации пациентов с умеренными когнитивными нарушениями с риском перехода в болезнь альцгеймера RU2603601C2 (ru)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
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

Publications (2)

Publication Number Publication Date
RU2013133904A RU2013133904A (ru) 2015-01-27
RU2603601C2 true RU2603601C2 (ru) 2016-11-27

Family

ID=45478401

Family Applications (1)

Application Number Title Priority Date Filing Date
RU2013133904/14A RU2603601C2 (ru) 2010-12-20 2011-12-09 Способы и системы для идентификации пациентов с умеренными когнитивными нарушениями с риском перехода в болезнь альцгеймера

Country Status (6)

Country Link
US (1) US9367817B2 (cg-RX-API-DMAC7.html)
EP (1) EP2656257A2 (cg-RX-API-DMAC7.html)
JP (1) JP6034800B2 (cg-RX-API-DMAC7.html)
CN (1) CN103392183B (cg-RX-API-DMAC7.html)
RU (1) RU2603601C2 (cg-RX-API-DMAC7.html)
WO (1) WO2012085743A2 (cg-RX-API-DMAC7.html)

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
RU2778198C1 (ru) * 2022-02-17 2022-08-15 Федеральное государственное бюджетное научное учреждение "НАУЧНЫЙ ЦЕНТР НЕВРОЛОГИИ" Способ лечения умеренных когнитивных расстройств при церебральной микроангиопатии (болезни мелких сосудов)
US20220344059A1 (en) * 2019-11-27 2022-10-27 University Of Pittsburgh - Of The Commonwealth System Of Higher Education System, Method, and Computer Program Product for Detecting and Responding to Patient Neuromorbidity

Families Citing this family (26)

* 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
US20190192033A1 (en) * 2016-05-05 2019-06-27 BestBrian Ltd. Neurofeedback systems and methods
EP3522100A4 (en) * 2016-09-28 2020-03-18 Foundation for Biomedical Research and Innovation at Kobe Dementia patient care burden degree determination device, dementia patient care burden degree determination method, dementia patient care burden degree determination program, dementia treatment effect determination device, dementia treatment effect determination method, and dementia treatment effect determination program
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
EP3874513A1 (en) 2018-10-29 2021-09-08 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
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 (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2006017153A2 (en) * 2004-07-10 2006-02-16 Monitrix, Inc. Apparatus for determining association variables

Family Cites Families (13)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
AU2001278097A1 (en) 2000-07-31 2002-02-13 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
US20060099624A1 (en) 2004-10-18 2006-05-11 Wang Lu-Yong System and method for providing personalized healthcare for alzheimer's disease
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
US9335331B2 (en) 2005-04-11 2016-05-10 Cornell Research Foundation, Inc. Multiplexed biomarkers for monitoring the Alzheimer's disease state of a subject
WO2006113529A2 (en) * 2005-04-15 2006-10-26 Becton, Dickinson And Company Diagnosis of sepsis
CN101208602A (zh) * 2005-04-15 2008-06-25 贝克顿迪金森公司 脓毒症的诊断
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
US8126690B2 (en) 2007-05-18 2012-02-28 The Regents Of The University Of Michigan Algorithms to predict clinical response, adherence, and shunting with thiopurines
WO2010040233A1 (en) * 2008-10-10 2010-04-15 Mount Sinai Hospital Methods for classifying samples based on network modularity
CA2782284A1 (en) * 2009-11-30 2011-06-03 Caris Life Sciences Luxembourg Holdings, S.A.R.L. Methods and systems for isolating, storing, and analyzing vesicles

Patent Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2006017153A2 (en) * 2004-07-10 2006-02-16 Monitrix, Inc. Apparatus for determining association variables

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
Carolyn M. Lemsky et al, Identifying Risk for Functional Impairment Using Cognitive Measures: An Application of CART Modeling, Neuropsychology, 1996, Vol. 10, 3, 368-375. *

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20220344059A1 (en) * 2019-11-27 2022-10-27 University Of Pittsburgh - Of The Commonwealth System Of Higher Education System, Method, and Computer Program Product for Detecting and Responding to Patient Neuromorbidity
RU2778198C1 (ru) * 2022-02-17 2022-08-15 Федеральное государственное бюджетное научное учреждение "НАУЧНЫЙ ЦЕНТР НЕВРОЛОГИИ" Способ лечения умеренных когнитивных расстройств при церебральной микроангиопатии (болезни мелких сосудов)

Also Published As

Publication number Publication date
CN103392183B (zh) 2017-05-10
US20130275350A1 (en) 2013-10-17
US9367817B2 (en) 2016-06-14
EP2656257A2 (en) 2013-10-30
JP2014506150A (ja) 2014-03-13
WO2012085743A3 (en) 2012-08-23
WO2012085743A2 (en) 2012-06-28
CN103392183A (zh) 2013-11-13
JP6034800B2 (ja) 2016-11-30
RU2013133904A (ru) 2015-01-27

Similar Documents

Publication Publication Date Title
RU2603601C2 (ru) Способы и системы для идентификации пациентов с умеренными когнитивными нарушениями с риском перехода в болезнь альцгеймера
Rehman et al. Selecting clinically relevant gait characteristics for classification of early Parkinson’s disease: a comprehensive machine learning approach
Donohue et al. Influence of peer networks on physician adoption of new drugs
EP3077933B1 (en) Computational medical treatment plan method and system with mass medical analysis
Clarke et al. Computer-assisted EEG diagnostic review for idiopathic generalized epilepsy
US20190167179A1 (en) Methods and system for assessing a cognitive function
Nordahl et al. Increased rate of amygdala growth in children aged 2 to 4 years with autism spectrum disorders: a longitudinal study
JP6502845B2 (ja) アルツハイマー病に関する神経科医のワークフローを改良するシステム及び方法
JP2014506150A5 (cg-RX-API-DMAC7.html)
US20150339442A1 (en) Computational medical treatment plan method and system with mass medical analysis
Sousa‐Pinto et al. Real‐world data using mHealth apps in rhinitis, rhinosinusitis and their multimorbidities
Song et al. Neuroimaging-based deep learning in autism spectrum disorder and attention-deficit/hyperactivity disorder
Orenuga et al. Traumatic brain injury and artificial intelligence: shaping the future of neurorehabilitation—a review
Cortese et al. Latest clinical frontiers related to autism diagnostic strategies
Zhukovsky et al. Generalizability of treatment outcome prediction across antidepressant treatment trials in depression
De Deo et al. Digital biomarkers and artificial intelligence: a new frontier in personalized management of inflammatory bowel disease
Badjatia et al. Machine learning approaches to prognostication in traumatic brain injury
Qureshi et al. Explainability in Action: A Metric-Driven Assessment of Five XAI Methods for Healthcare Tabular Models
Tana et al. Smart aging: integrating AI into elderly healthcare
Zhang et al. Growth charts for individualized evaluation of brain morphometry for preschool children
Aresta et al. AI-based staging, causal hypothesis and progression of subjects at risk of Alzheimer’s disease: a multicenter study
Sualp The influence of neighborhood structural characteristics on treatment attendance and mental health: comparing immigrants and non-immigrants
Poonia et al. Machine Learning and Deep Learning over Discovery of ASD: A Descriptive Review
Schmidt et al. A 3-staged approach to identifying patients at risk of deterioration in emergency departments
Billah AI-driven integration of multi-modal medical imaging for enhanced diagnostic precision in rare diseases