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 PDFInfo
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- 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
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- G—PHYSICS
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- 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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- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N20/00—Machine learning
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- 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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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
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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)
| 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)
| 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 |
| 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)
| 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)
| 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 |
| 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
Patent Citations (1)
| 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)
| 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)
| 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 |
|---|---|
| CN103392183A (zh) | 2013-11-13 |
| JP6034800B2 (ja) | 2016-11-30 |
| WO2012085743A3 (en) | 2012-08-23 |
| 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 |
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