RU2601197C2 - Компьютерная система для прогнозирования результатов лечения - Google Patents

Компьютерная система для прогнозирования результатов лечения Download PDF

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RU2601197C2
RU2601197C2 RU2012133279/08A RU2012133279A RU2601197C2 RU 2601197 C2 RU2601197 C2 RU 2601197C2 RU 2012133279/08 A RU2012133279/08 A RU 2012133279/08A RU 2012133279 A RU2012133279 A RU 2012133279A RU 2601197 C2 RU2601197 C2 RU 2601197C2
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Жан-Пьер БУАССЕЛ
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Новадискавери
Новакеэ
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    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16BBIOINFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR GENETIC OR PROTEIN-RELATED DATA PROCESSING IN COMPUTATIONAL MOLECULAR BIOLOGY
    • G16B5/00ICT specially adapted for modelling or simulations in systems biology, e.g. gene-regulatory networks, protein interaction networks or metabolic networks
    • G16B5/20Probabilistic models
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16BBIOINFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR GENETIC OR PROTEIN-RELATED DATA PROCESSING IN COMPUTATIONAL MOLECULAR BIOLOGY
    • G16B40/00ICT specially adapted for biostatistics; ICT specially adapted for bioinformatics-related machine learning or data mining, e.g. knowledge discovery or pattern finding
    • G16B40/20Supervised data analysis
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16BBIOINFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR GENETIC OR PROTEIN-RELATED DATA PROCESSING IN COMPUTATIONAL MOLECULAR BIOLOGY
    • G16B5/00ICT specially adapted for modelling or simulations in systems biology, e.g. gene-regulatory networks, protein interaction networks or metabolic networks
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16BBIOINFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR GENETIC OR PROTEIN-RELATED DATA PROCESSING IN COMPUTATIONAL MOLECULAR BIOLOGY
    • G16B40/00ICT specially adapted for biostatistics; ICT specially adapted for bioinformatics-related machine learning or data mining, e.g. knowledge discovery or pattern finding
    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02ATECHNOLOGIES FOR ADAPTATION TO CLIMATE CHANGE
    • Y02A90/00Technologies having an indirect contribution to adaptation to climate change
    • Y02A90/10Information and communication technologies [ICT] supporting adaptation to climate change, e.g. for weather forecasting or climate simulation

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  • Health & Medical Sciences (AREA)
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RU2012133279/08A 2010-04-07 2011-04-05 Компьютерная система для прогнозирования результатов лечения RU2601197C2 (ru)

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US32155510P 2010-04-07 2010-04-07
US61/321,555 2010-04-07
PCT/EP2011/001759 WO2011124385A1 (en) 2010-04-07 2011-04-05 Computer based system for predicting treatment outcomes

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RU2601197C2 true RU2601197C2 (ru) 2016-10-27

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EP (1) EP2556460A1 (enExample)
JP (1) JP5970449B2 (enExample)
CN (1) CN102822834B (enExample)
AU (1) AU2011238099A1 (enExample)
CA (1) CA2832355A1 (enExample)
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Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
RU2754884C2 (ru) * 2020-02-03 2021-09-08 Атлас Биомед Груп Лимитед Определение фенотипа на основе неполных генетических данных

Families Citing this family (67)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US12324657B2 (en) 2007-11-28 2025-06-10 Intervet Inc. System and method for diagnosis of bovine diseases using auscultation analysis
US8635183B1 (en) * 2010-04-19 2014-01-21 Bridgehealth Medical, Inc. Method and apparatus to computer-process data to produce, store, and disseminate output related to medical or health information
JP5970449B2 (ja) * 2010-04-07 2016-08-17 ノヴァディスカバリー 処置成果を予測するためのコンピュータベースシステム
US20200027181A1 (en) * 2010-09-29 2020-01-23 Dacadoo Ag Automated health data acquisition, processing and communication system and method
US20130014061A1 (en) * 2011-07-06 2013-01-10 Lockheed Martin Corporation Method and apparatus for time-based opportunity and risk management
US8992228B2 (en) * 2012-06-19 2015-03-31 MediResource Inc. Automated system for delivery of targeted content based on behavior change models
EP3739596B1 (en) * 2012-06-21 2024-04-24 Battelle Memorial Institute Clinical predictive analytics system
US9830423B2 (en) 2013-03-13 2017-11-28 Abhishek Biswas Virtual communication platform for healthcare
US11694797B2 (en) 2012-10-30 2023-07-04 Neil S. Davey Virtual healthcare communication platform
AU2014207327A1 (en) * 2013-01-17 2015-08-06 The Regents Of The University Of California Rapid identification of optimized combinations of input parameters for a complex system
EP2951741A2 (en) * 2013-02-03 2015-12-09 Genelex Corporation Systems and methods for quantification and presentation of medical risk arising from unknown factors
EP2953544B1 (en) * 2013-02-06 2019-05-08 Intervet Inc. System for determining antibiotic effectiveness in respiratory diseased using auscultation analysis
US9864837B2 (en) * 2013-02-28 2018-01-09 Accenture Global Services Limited Clinical quality analytics system with recursive, time sensitive event-based protocol matching
WO2014145705A2 (en) 2013-03-15 2014-09-18 Battelle Memorial Institute Progression analytics system
CA2914534C (en) * 2013-06-06 2023-07-18 Timeless Veterinary Systems Inc. Method and system for providing a treatment protocol
US9530095B2 (en) 2013-06-26 2016-12-27 International Business Machines Corporation Method and system for exploring the associations between drug side-effects and therapeutic indications
EP3129507A4 (en) * 2014-04-10 2017-12-06 Yissum Research Development Company of the Hebrew University of Jerusalem Ltd. Methods and kits for determining a personalized treatment regimen for a subject suffering from a pathologic disorder
JP6324828B2 (ja) * 2014-07-07 2018-05-16 株式会社日立製作所 薬効分析システム及び薬効分析方法
US9349178B1 (en) * 2014-11-24 2016-05-24 Siemens Aktiengesellschaft Synthetic data-driven hemodynamic determination in medical imaging
EP3051449A1 (de) * 2015-01-29 2016-08-03 Bayer Technology Services GmbH Computerimplementiertes Verfahren zur Erstellung eines Fermentationsmodels
US10007762B2 (en) 2015-04-17 2018-06-26 Heartflow, Inc. Systems and methods for assessment of tissue function based on vascular disease
RU2599350C1 (ru) * 2015-06-04 2016-10-10 Федеральное государственное бюджетное научное учреждение "Научно-исследовательский институт фармакологии и регенеративной медицины имени Е.Д. Гольдберга" Способ прогнозирования индивидуальной эффективности лечения статинами (варианты)
US20170024539A1 (en) * 2015-07-23 2017-01-26 PrioBio, LLC Enhancing blood cell estimation
US10825557B2 (en) * 2015-09-04 2020-11-03 Canon Medical Systems Corporation Medical information processing apparatus
US11216478B2 (en) 2015-10-16 2022-01-04 o9 Solutions, Inc. Plan model searching
US9906551B2 (en) * 2016-02-09 2018-02-27 International Business Machines Corporation Forecasting and classifying cyber-attacks using crossover neural embeddings
US11039986B2 (en) * 2016-02-25 2021-06-22 Samsung Electronics Co., Ltd. Chronotherapeutic dosing of medication and medication regimen adherence
EP3223178A1 (en) 2016-03-24 2017-09-27 Fujitsu Limited A system and a method for assessing patient treatment risk using open data and clinician input
EP3223180A1 (en) 2016-03-24 2017-09-27 Fujitsu Limited A system and a method for assessing patient risk using open data and clinician input
WO2017201201A1 (en) * 2016-05-18 2017-11-23 Noar Mark D Method and system for predicting successful treatment methods and outcomes of bodily tissue disorders based on energy activity of the tissue
JP6068715B1 (ja) * 2016-07-06 2017-01-25 正彦 原 介入効果推測システム、介入効果推測方法、及び、介入効果推測システムに用いるプログラム
WO2019014366A1 (en) * 2017-07-12 2019-01-17 Fresenius Medical Care Holdings, Inc. TECHNIQUES FOR PERFORMING VIRTUAL CLINICAL TRIALS
RU2675067C1 (ru) * 2017-09-18 2018-12-14 федеральное государственное бюджетное учреждение "Национальный медицинский исследовательский центр имени В.А. Алмазова" Министерства здравоохранения Российской Федерации Способ прогнозирования возобновления клиники ишемической болезни сердца с помощью нейронных сетей у пациентов после эндоваскулярного вмешательства
EP3480823A1 (en) * 2017-11-02 2019-05-08 Koninklijke Philips N.V. Clinical decision support
US11132621B2 (en) 2017-11-15 2021-09-28 International Business Machines Corporation Correction of reaction rules databases by active learning
CN112074915B (zh) * 2018-05-03 2024-02-02 豪夫迈·罗氏有限公司 生物医学预测的可视化
AU2019277199B2 (en) * 2018-05-31 2024-04-04 Lynne Bilston Systems, devices and methods for the treatment of oral and pharyngeal disorders
US11177028B2 (en) 2018-12-06 2021-11-16 International Business Machines Corporation Extraction, representation, and cognitive interpretation of medically relevant evidence
US11605469B2 (en) * 2018-12-13 2023-03-14 International Business Machines Corporation Cognitive analysis of data using granular review of documents
EP3673955A1 (en) * 2018-12-24 2020-07-01 Koninklijke Philips N.V. Automated detection of lung conditions for monitoring thoracic patients undergoing external beam radiation therapy
SG11202109704UA (en) * 2019-03-08 2021-10-28 Diane Mould Systems and methods for drug-agnostic patient-specific dosing regimens
US10515715B1 (en) 2019-06-25 2019-12-24 Colgate-Palmolive Company Systems and methods for evaluating compositions
RU2736391C1 (ru) * 2019-10-11 2020-11-16 Федеральное государственное бюджетное научное учреждение "Научно-исследовательский институт фармакологии имени В.В. Закусова" Способ прогноза терапевтической эффективности анксиолитика афобазола у больных с тревожными расстройствами
CN111166289B (zh) * 2020-01-04 2023-02-24 山东大学齐鲁医院(青岛) 一种远程内分泌紊乱检测设备
US11328796B1 (en) 2020-02-25 2022-05-10 Vignet Incorporated Techniques for selecting cohorts for decentralized clinical trials for pharmaceutical research
CN111403040A (zh) * 2020-06-04 2020-07-10 成都泰盟软件有限公司 基于虚拟标准病人的治疗模拟系统
US12230406B2 (en) 2020-07-13 2025-02-18 Vignet Incorporated Increasing diversity and engagement in clinical trails through digital tools for health data collection
US11854670B2 (en) * 2020-08-18 2023-12-26 International Business Machines Corporation Running multiple experiments simultaneously on an array of chemical reactors
US12380968B2 (en) 2020-08-18 2025-08-05 International Business Machines Corporation Multiple chemical programs for an array of chemical reactors with a single array of reactants
US11798652B2 (en) * 2020-08-24 2023-10-24 Kpn Innovations, Llc. Method of and system for identifying and ameliorating body degradations
WO2022049606A1 (en) * 2020-09-07 2022-03-10 Theraindx Lifesciences Pvt Ltd Systems and methods for identification of cell lines, biomarkers, and patients for drug response prediction
CN111956367B (zh) * 2020-09-18 2024-09-27 上海中医药大学 一种治疗脑肿瘤的纳米给药系统
CN112652368B (zh) * 2020-12-31 2024-09-06 中山大学肿瘤防治中心(中山大学附属肿瘤医院、中山大学肿瘤研究所) 一种数据分析的方法及装置
CN112509669A (zh) * 2021-02-01 2021-03-16 肾泰网健康科技(南京)有限公司 基于ai技术的肾脏病血液透析方案定制方法及系统
US11196656B1 (en) 2021-02-03 2021-12-07 Vignet Incorporated Improving diversity in cohorts for health research
US11789837B1 (en) 2021-02-03 2023-10-17 Vignet Incorporated Adaptive data collection in clinical trials to increase the likelihood of on-time completion of a trial
US11521714B1 (en) 2021-02-03 2022-12-06 Vignet Incorporated Increasing diversity of participants in health research using adaptive methods
US11361846B1 (en) 2021-02-03 2022-06-14 Vignet Incorporated Systems and methods for customizing monitoring programs involving remote devices
US11296971B1 (en) 2021-02-03 2022-04-05 Vignet Incorporated Managing and adapting monitoring programs
US11316941B1 (en) 2021-02-03 2022-04-26 Vignet Incorporated Remotely managing and adapting monitoring programs using machine learning predictions
JP2022174614A (ja) * 2021-05-11 2022-11-24 国立大学法人金沢大学 プログラム、情報処理装置及び情報処理方法
CA3258054A1 (en) * 2022-06-02 2023-12-07 Todra Capital Inc SYSTEM, METHOD AND APPARATUS FOR EVALUATING THE EFFECTIVENESS OF NUTRACEUTICAL POLYPHENOLS USING AI
CN115270575B (zh) * 2022-08-05 2025-09-05 江苏方天电力技术有限公司 一种变频凝结水泵结构优化设计方法
CN115359921B (zh) * 2022-10-20 2023-06-27 中融云尚科技有限公司 一种基于数据分析的医疗信息存储共享系统
US20240419412A1 (en) * 2023-06-13 2024-12-19 1370092 Ontario Ltd. User interface support module and method of use
CN117238522B (zh) * 2023-11-08 2024-10-11 查理高特(青岛)健康科技有限公司 一种非布司他的疗效预测系统、设备及介质
CN117558460B (zh) * 2024-01-11 2024-04-05 卓世未来(天津)科技有限公司 基于小样本学习和大语言模型的慢性病管理方法及系统

Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20040115647A1 (en) * 2002-12-12 2004-06-17 Paterson Thomas S. Apparatus and method for identifying biomarkers using a computer model
RU2322675C1 (ru) * 2006-11-08 2008-04-20 Андрей Александрович Темнов Способ прогнозирования устойчивости организма к стрессорному воздействию

Family Cites Families (20)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6983227B1 (en) * 1995-01-17 2006-01-03 Intertech Ventures, Ltd. Virtual models of complex systems
US5860917A (en) * 1997-01-15 1999-01-19 Chiron Corporation Method and apparatus for predicting therapeutic outcomes
US6315720B1 (en) * 2000-10-23 2001-11-13 Celgene Corporation Methods for delivering a drug to a patient while avoiding the occurrence of an adverse side effect known or suspected of being caused by the drug
JP4284050B2 (ja) * 2002-09-27 2009-06-24 株式会社東芝 治療法の有効性を予測するためのプログラム、データベース、システム及び方法
CN1711361A (zh) * 2002-10-15 2005-12-21 诺瓦提斯公司 预测药物治疗副效应水肿的方法
NZ546089A (en) * 2003-10-07 2008-04-30 Entelos Inc Simulating patient-specific outcomes using virtual patients and stimulation engine
CA2571856A1 (en) * 2004-07-20 2006-02-09 Wyeth Methods of identifying patients at risk of developing encephalitis following immunotherapy for alzheimer's disease
NL1027047C2 (nl) * 2004-09-15 2006-03-16 Roderik Adriaan Kraaijenhagen Computerinrichting voor het vaststellen van een diagnose.
WO2006113987A1 (en) * 2005-04-25 2006-11-02 Caduceus Information Systems Inc. System for development of individualised treatment regimens
US20080140371A1 (en) * 2006-11-15 2008-06-12 General Electric Company System and method for treating a patient
US20090177450A1 (en) * 2007-12-12 2009-07-09 Lawrence Berkeley National Laboratory Systems and methods for predicting response of biological samples
WO2009079446A1 (en) * 2007-12-14 2009-06-25 Centocor, Inc. Method and system for distributing information between patients, health care providers, caregivers, and payors
US20090164190A1 (en) * 2007-12-19 2009-06-25 Abbott Diabetes Care, Inc. Physiological condition simulation device and method
US20090307181A1 (en) * 2008-03-19 2009-12-10 Brandon Colby Genetic analysis
WO2009132239A2 (en) * 2008-04-24 2009-10-29 Trustees Of Boston University A network biology approach for identifying targets for combination therapies
US8224665B2 (en) * 2008-06-26 2012-07-17 Archimedes, Inc. Estimating healthcare outcomes for individuals
CA2736916A1 (en) * 2008-10-06 2010-04-15 Merck Sharp & Dohme Corp. Devices and methods for determining a patient's propensity to adhere to a medication prescription
US8694300B2 (en) * 2008-10-31 2014-04-08 Archimedes, Inc. Individualized ranking of risk of health outcomes
US20110105852A1 (en) * 2009-11-03 2011-05-05 Macdonald Morris Using data imputation to determine and rank of risks of health outcomes
JP5970449B2 (ja) * 2010-04-07 2016-08-17 ノヴァディスカバリー 処置成果を予測するためのコンピュータベースシステム

Patent Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20040115647A1 (en) * 2002-12-12 2004-06-17 Paterson Thomas S. Apparatus and method for identifying biomarkers using a computer model
RU2322675C1 (ru) * 2006-11-08 2008-04-20 Андрей Александрович Темнов Способ прогнозирования устойчивости организма к стрессорному воздействию

Non-Patent Citations (2)

* Cited by examiner, † Cited by third party
Title
BOISSEL J-P et al, "New insights on the relation between untreated and treated outcomes for a given therapy effect model is not necessarily linear", Journal of Clinical Epidemiology, vol. 61, no. 3, 28.11.2007. *
Cucherat M. et al, "A mathematical model for the determination of the optimum value of the treatment threshold for a continuous risk factor", European Journal of Epidemiology, Vol. 14, no. 1, 01.01.1998. *

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
RU2754884C2 (ru) * 2020-02-03 2021-09-08 Атлас Биомед Груп Лимитед Определение фенотипа на основе неполных генетических данных

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CN102822834A (zh) 2012-12-12
CA2832355A1 (en) 2012-10-13
RU2012133279A (ru) 2014-05-20
JP5970449B2 (ja) 2016-08-17
US20180039726A1 (en) 2018-02-08
AU2011238099A1 (en) 2012-11-29
CN102822834B (zh) 2020-09-25
EP2556460A1 (en) 2013-02-13
JP2013524355A (ja) 2013-06-17
WO2011124385A1 (en) 2011-10-13
US20130041683A1 (en) 2013-02-14

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