JP6034800B2 - アルツハイマー病へ進行するリスクのある軽度認知障害患者を識別する方法およびシステム - Google Patents

アルツハイマー病へ進行するリスクのある軽度認知障害患者を識別する方法およびシステム Download PDF

Info

Publication number
JP6034800B2
JP6034800B2 JP2013543931A JP2013543931A JP6034800B2 JP 6034800 B2 JP6034800 B2 JP 6034800B2 JP 2013543931 A JP2013543931 A JP 2013543931A JP 2013543931 A JP2013543931 A JP 2013543931A JP 6034800 B2 JP6034800 B2 JP 6034800B2
Authority
JP
Japan
Prior art keywords
patient
patients
learning data
risk
alzheimer
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
Application number
JP2013543931A
Other languages
English (en)
Japanese (ja)
Other versions
JP2014506150A5 (https=
JP2014506150A (ja
Inventor
デビッド シェイファー，ジェームス
デビッド シェイファー，ジェームス
マリー シオフォロ，ケイトリン
マリー シオフォロ，ケイトリン
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Koninklijke Philips NV
Original Assignee
Koninklijke Philips NV
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 Koninklijke Philips NV filed Critical Koninklijke Philips NV
Publication of JP2014506150A publication Critical patent/JP2014506150A/ja
Publication of JP2014506150A5 publication Critical patent/JP2014506150A5/ja
Application granted granted Critical
Publication of JP6034800B2 publication Critical patent/JP6034800B2/ja
Active legal-status Critical Current
Anticipated expiration legal-status Critical

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)
JP2013543931A 2010-12-20 2011-12-09 アルツハイマー病へ進行するリスクのある軽度認知障害患者を識別する方法およびシステム Active JP6034800B2 (ja)

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 (3)

Publication Number Publication Date
JP2014506150A JP2014506150A (ja) 2014-03-13
JP2014506150A5 JP2014506150A5 (https=) 2015-08-20
JP6034800B2 true JP6034800B2 (ja) 2016-11-30

Family

ID=45478401

Family Applications (1)

Application Number Title Priority Date Filing Date
JP2013543931A Active JP6034800B2 (ja) 2010-12-20 2011-12-09 アルツハイマー病へ進行するリスクのある軽度認知障害患者を識別する方法およびシステム

Country Status (6)

Country Link
US (1) US9367817B2 (https=)
EP (1) EP2656257A2 (https=)
JP (1) JP6034800B2 (https=)
CN (1) CN103392183B (https=)
RU (1) RU2603601C2 (https=)
WO (1) WO2012085743A2 (https=)

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR20190088730A (ko) * 2018-01-19 2019-07-29 사회복지법인 삼성생명공익재단 아밀로이드 양성 경도인지장애 환자의 치매 진행을 예측하여 분류하는 방법 및 장치

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
EP3451919A4 (en) * 2016-05-05 2019-12-18 Bestbrain Ltd. NERVOUS FEEDBACK SYSTEMS AND METHODS
JP6515426B2 (ja) * 2016-09-28 2019-05-22 公益財団法人神戸医療産業都市推進機構 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
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
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
WO2020212843A1 (en) * 2019-04-15 2020-10-22 Janssen Pharmaceutica Nv System and method for detecting cognitive decline using speech analysis
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
US11599800B2 (en) * 2020-01-28 2023-03-07 Color Genomics, Inc. Systems and methods for enhanced user specific predictions using machine learning techniques
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

Family Cites Families (14)

* 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
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
WO2006064470A2 (en) * 2004-12-17 2006-06-22 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
WO2006110621A2 (en) 2005-04-11 2006-10-19 Cornell Research Foundation, Inc. Multiplexed biomarkers for monitoring the alzheimer's disease state of a subject
JP2008538007A (ja) * 2005-04-15 2008-10-02 ベクトン，ディッキンソン アンド カンパニー 敗血症の診断
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
CN101478912A (zh) * 2006-06-21 2009-07-08 莱克西克医疗技术有限公司 评估痴呆与痴呆型紊乱
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
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

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR20190088730A (ko) * 2018-01-19 2019-07-29 사회복지법인 삼성생명공익재단 아밀로이드 양성 경도인지장애 환자의 치매 진행을 예측하여 분류하는 방법 및 장치
KR102064811B1 (ko) * 2018-01-19 2020-01-13 사회복지법인 삼성생명공익재단 아밀로이드 양성 경도인지장애 환자의 치매 진행을 예측하여 분류하는 방법 및 장치

Also Published As

Publication number Publication date
CN103392183B (zh) 2017-05-10
CN103392183A (zh) 2013-11-13
US9367817B2 (en) 2016-06-14
JP2014506150A (ja) 2014-03-13
WO2012085743A3 (en) 2012-08-23
WO2012085743A2 (en) 2012-06-28
RU2013133904A (ru) 2015-01-27
RU2603601C2 (ru) 2016-11-27
EP2656257A2 (en) 2013-10-30
US20130275350A1 (en) 2013-10-17

Similar Documents

Publication Publication Date Title
JP6034800B2 (ja) アルツハイマー病へ進行するリスクのある軽度認知障害患者を識別する方法およびシステム
JP2014506150A5 (https=)
Clarke et al. Computer-assisted EEG diagnostic review for idiopathic generalized epilepsy
Nasseroleslami et al. Characteristic increases in EEG connectivity correlate with changes of structural MRI in amyotrophic lateral sclerosis
US20240188843A1 (en) Systems and Methods for Generating Biomarkers Based on Multivariate MRI and Multimodality Classifiers for Disorder Diagnosis
Bosl et al. EEG analytics for early detection of autism spectrum disorder: a data-driven approach
CN105793852B (zh) 具有海量医疗分析的医疗处理计算机规划方法和系统
Weintraub et al. Neurodegeneration across stages of cognitive decline in Parkinson disease
KR20220104144A (ko) Ecg 기반 미래 심방세동 예측기 시스템들 및 방법들
Li et al. LensAge index as a deep learning-based biological age for self-monitoring the risks of age-related diseases and mortality
EP3901963A1 (en) Method and device for estimating early progression of dementia from human head images
Escudero et al. Early detection and characterization of Alzheimer's disease in clinical scenarios using Bioprofile concepts and K-means
CN105517488A (zh) 用于评估、诊断和/或监测心脏健康的装置与方法
Tang et al. Discriminating retinal microvascular and neuronal differences related to migraines: Deep Learning based Crossectional Study
Gnarra et al. The Swiss Primary Hypersomnolence and Narcolepsy Cohort Study: feasibility of long-term monitoring with Fitbit smartwatches in central disorders of hypersomnolence and extraction of digital biomarkers in narcolepsy
Falach et al. Annotated interictal discharges in intracranial EEG sleep data and related machine learning detection scheme
Badjatia et al. Machine learning approaches to prognostication in traumatic brain injury
Hoogteijling et al. Machine learning for (non–) epileptic tissue detection from the intraoperative electrocorticogram
US12569185B2 (en) Systems and methods for subject assessment
EP4044193A1 (en) Psychological state monitoring system
Mostile et al. Testing machine learning algorithms to evaluate fluctuating and cognitive profiles in Parkinson’s disease by motion sensors and EEG data
Rahmanipour et al. Artificial intelligence in ophthalmology clinical trials: a narrative review
Liang et al. Construction of a mild cognitive impairment prediction model for Parkinson’s disease patients on the basis of multimodal data
Bourque et al. Discovering Hidden Links: Harnessing Similarity Network Fusion to Reveal Common Clusters in Healthy Aging, Mild Cognitive Impairment, and Dementia
Althoff et al. Cognitive-motor interference in multiple sclerosis and healthy controls: results from single, dual, and triple task posturography

Legal Events

Date Code Title Description
A621 Written request for application examination

Free format text: JAPANESE INTERMEDIATE CODE: A621

Effective date: 20141205

A524 Written submission of copy of amendment under article 19 pct

Free format text: JAPANESE INTERMEDIATE CODE: A524

Effective date: 20150629

A131 Notification of reasons for refusal

Free format text: JAPANESE INTERMEDIATE CODE: A131

Effective date: 20150818

A977 Report on retrieval

Free format text: JAPANESE INTERMEDIATE CODE: A971007

Effective date: 20150819

A521 Request for written amendment filed

Free format text: JAPANESE INTERMEDIATE CODE: A523

Effective date: 20151117

A131 Notification of reasons for refusal

Free format text: JAPANESE INTERMEDIATE CODE: A131

Effective date: 20160419

A521 Request for written amendment filed

Free format text: JAPANESE INTERMEDIATE CODE: A523

Effective date: 20160714

TRDD Decision of grant or rejection written
A01 Written decision to grant a patent or to grant a registration (utility model)

Free format text: JAPANESE INTERMEDIATE CODE: A01

Effective date: 20161004

A61 First payment of annual fees (during grant procedure)

Free format text: JAPANESE INTERMEDIATE CODE: A61

Effective date: 20161028

R150 Certificate of patent or registration of utility model

Ref document number: 6034800

Country of ref document: JP

Free format text: JAPANESE INTERMEDIATE CODE: R150

R250 Receipt of annual fees

Free format text: JAPANESE INTERMEDIATE CODE: R250

R250 Receipt of annual fees

Free format text: JAPANESE INTERMEDIATE CODE: R250

R250 Receipt of annual fees

Free format text: JAPANESE INTERMEDIATE CODE: R250

R250 Receipt of annual fees

Free format text: JAPANESE INTERMEDIATE CODE: R250

R250 Receipt of annual fees

Free format text: JAPANESE INTERMEDIATE CODE: R250

R250 Receipt of annual fees

Free format text: JAPANESE INTERMEDIATE CODE: R250