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 PDFInfo
- 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
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)
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 (enExample) | 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 (enExample) |
| EP (1) | EP2656257A2 (enExample) |
| JP (1) | JP6034800B2 (enExample) |
| CN (1) | CN103392183B (enExample) |
| RU (1) | RU2603601C2 (enExample) |
| WO (1) | WO2012085743A2 (enExample) |
Cited By (1)
| 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 (26)
| 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 |
| 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 |
Family Cites Families (14)
| 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 |
| US8208697B2 (en) * | 2004-12-17 | 2012-06-26 | 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 |
| CN101208602A (zh) * | 2005-04-15 | 2008-06-25 | 贝克顿迪金森公司 | 脓毒症的诊断 |
| 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 |
| 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 |
| 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 |
-
2011
- 2011-12-09 JP JP2013543931A patent/JP6034800B2/ja active Active
- 2011-12-09 US US13/995,284 patent/US9367817B2/en active Active
- 2011-12-09 RU RU2013133904/14A patent/RU2603601C2/ru active
- 2011-12-09 CN CN201180068070.5A patent/CN103392183B/zh not_active Expired - Fee Related
- 2011-12-09 WO PCT/IB2011/055584 patent/WO2012085743A2/en not_active Ceased
- 2011-12-09 EP EP11808350.0A patent/EP2656257A2/en not_active Withdrawn
Cited By (2)
| 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 |
|---|---|
| CN103392183A (zh) | 2013-11-13 |
| WO2012085743A3 (en) | 2012-08-23 |
| RU2603601C2 (ru) | 2016-11-27 |
| CN103392183B (zh) | 2017-05-10 |
| 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 |
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 (enExample) | ||
| Clarke et al. | Computer-assisted EEG diagnostic review for idiopathic generalized epilepsy | |
| US12279856B2 (en) | Systems and methods for generating biomarkers based on multivariate MRI and multimodality classifiers for disorder diagnosis | |
| Nasseroleslami et al. | Characteristic increases in EEG connectivity correlate with changes of structural MRI in amyotrophic lateral sclerosis | |
| Wee et al. | Prediction of Alzheimer's disease and mild cognitive impairment using cortical morphological patterns | |
| 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 | |
| US20150339442A1 (en) | Computational medical treatment plan method and system with mass medical analysis | |
| KR20220104144A (ko) | Ecg 기반 미래 심방세동 예측기 시스템들 및 방법들 | |
| CN111447874A (zh) | 判别装置、抑郁症状的判别方法、抑郁症状的水平的判断方法、抑郁症患者的分类方法、抑郁症状的治疗效果的判断方法和脑活动训练装置 | |
| EP3901963B1 (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 | |
| Gulamali et al. | Derivation, external and clinical validation of a deep learning approach for detecting intracranial hypertension | |
| Falach et al. | Annotated interictal discharges in intracranial EEG sleep data and related machine learning detection scheme | |
| US20250099019A1 (en) | Systems and methods for subject assessment | |
| Elner et al. | Flavoprotein autofluorescence detection of early ocular dysfunction | |
| Badjatia et al. | Machine learning approaches to prognostication in traumatic brain injury | |
| Zhang et al. | Growth charts for individualized evaluation of brain morphometry for preschool children | |
| Althoff et al. | Cognitive-motor interference in multiple sclerosis and healthy controls: results from single, dual, and triple task posturography | |
| Simfukwe et al. | Difference between eyes-open and eyes-closed resting state quantitative electroencephalography (qEEG) for predicting cognitive impairment using deep learning | |
| Lu et al. | Classification of sex and Alzheimer’s disease via brain imaging-based deep learning on 85,721 samples | |
| US20250391027A1 (en) | Method and system for estimating early progression of dementia from human head images |
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 |