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)
  • Magnetic Resonance Imaging Apparatus (AREA)
  • Medical Treatment And Welfare Office Work (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 (enExample)
EP (1) EP2656257A2 (enExample)
JP (1) JP6034800B2 (enExample)
CN (1) CN103392183B (enExample)
RU (1) RU2603601C2 (enExample)
WO (1) WO2012085743A2 (enExample)

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 (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
WO2015018517A1 (en) * 2013-08-05 2015-02-12 Mr. PD Dr. 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
CN109831923A (zh) * 2016-09-28 2019-05-31 公益财团法人神户医疗产业都市推进机构 痴呆症介护负担程度判断装置、痴呆症介护负担程度判断方法、痴呆症介护负担程度判断程序、痴呆症治疗效果判断装置、痴呆症治疗效果判断方法、痴呆症治疗效果判断程序
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
WO2018179292A1 (ja) * 2017-03-30 2018-10-04 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
US20220073986A1 (en) * 2018-09-18 2022-03-10 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
JP2022505138A (ja) * 2018-10-29 2022-01-14 フラティロン ヘルス，インコーポレイテッド 汎用バイオマーカモデル
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
JP7843138B2 (ja) * 2019-04-15 2026-04-09 ヤンセン ファーマシューティカ エヌ．ベー． スピーチ分析を使用して認知低下を検出するためのシステム及び方法
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
US11599800B2 (en) * 2020-01-28 2023-03-07 Color Genomics, Inc. Systems and methods for enhanced user specific predictions using machine learning techniques
US11651862B2 (en) 2020-12-09 2023-05-16 MS Technologies System and method for diagnostics and prognostics of mild cognitive impairment using deep learning
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
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
WO2002010456A2 (en) * 2000-07-31 2002-02-07 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
EP1828961A2 (en) * 2004-12-17 2007-09-05 Koninklijke Philips Electronics N.V. Method and apparatus for automatically developing a high performance classifier for producing medically meaningful descriptors in medical diagnosis imaging
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
KR20080006617A (ko) 2005-04-15 2008-01-16 백톤 디킨슨 앤드 컴퍼니 패혈증의 진단
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
JP2009541863A (ja) * 2006-06-21 2009-11-26 レキシコル メディカル テクノロジー エルエルシー 痴呆および痴呆型障害を分析および評価するためのシステムおよび方法
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
CA2737485A1 (en) * 2008-10-10 2010-04-15 Mount Sinai Hospital Methods for classifying samples based on network modularity
US20130203061A1 (en) * 2009-11-30 2013-08-08 Michael KLASS 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
JP6034800B2 (ja) 2016-11-30
US9367817B2 (en) 2016-06-14
JP2014506150A (ja) 2014-03-13
EP2656257A2 (en) 2013-10-30
CN103392183A (zh) 2013-11-13
CN103392183B (zh) 2017-05-10
US20130275350A1 (en) 2013-10-17
RU2013133904A (ru) 2015-01-27
WO2012085743A3 (en) 2012-08-23
WO2012085743A2 (en) 2012-06-28

Similar Documents

Publication Publication Date Title
US9367817B2 (en) Methods and systems for identifying patients with mild cognitive impairment at risk of converting to alzheimer's
Lombardi et al. A robust framework to investigate the reliability and stability of explainable artificial intelligence markers of mild cognitive impairment and Alzheimer’s disease
Smith et al. Risk of depression and anxiety in adults with cerebral palsy
Clarke et al. Computer-assisted EEG diagnostic review for idiopathic generalized epilepsy
EP3077933B1 (en) Computational medical treatment plan method and system with mass medical analysis
US20190167179A1 (en) Methods and system for assessing a cognitive function
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 (enExample)
US20150339442A1 (en) Computational medical treatment plan method and system with mass medical analysis
Velazquez et al. Multimodal ensemble model for Alzheimer's disease conversion prediction from Early Mild Cognitive Impairment subjects
Cortese et al. Latest clinical frontiers related to autism diagnostic strategies
Starr et al. Little evidence of association between severity of trigonocephaly and cognitive development in infants with single-suture metopic synostosis
De Deo et al. Digital biomarkers and artificial intelligence: a new frontier in personalized management of inflammatory bowel disease
Tana et al. Smart aging: integrating AI into elderly healthcare
Park et al. Clinical use of continuous performance tests to diagnose children with ADHD
Badjatia et al. Machine learning approaches to prognostication in traumatic brain injury
Väänänen et al. Proposal of a novel Artificial Intelligence Distribution Service platform for healthcare
Zhang et al. Growth charts for individualized evaluation of brain morphometry for preschool children
Imran et al. Ai in the prediction of onset and progression of neurodegenerative disorders using machine learning models
Liang et al. Construction of a mild cognitive impairment prediction model for Parkinson’s disease patients on the basis of multimodal data
Poonia et al. Machine Learning and Deep Learning over Discovery of ASD: A Descriptive Review
Billah AI-driven integration of multi-modal medical imaging for enhanced diagnostic precision in rare diseases
Bourque et al. Discovering Hidden Links: Harnessing Similarity Network Fusion to Reveal Common Clusters in Healthy Aging, Mild Cognitive Impairment, and Dementia
Sualp The influence of neighborhood structural characteristics on treatment attendance and mental health: comparing immigrants and non-immigrants
Oyinbo et al. Patterns of multimorbidity in older adults with multiple myeloma: An analysis of SEER-Medicare