CA2832355A1 - Computer based system for predicting treatment outcomes - Google Patents

Computer based system for predicting treatment outcomes Download PDF

Info

Publication number
CA2832355A1
CA2832355A1 CA2832355A CA2832355A CA2832355A1 CA 2832355 A1 CA2832355 A1 CA 2832355A1 CA 2832355 A CA2832355 A CA 2832355A CA 2832355 A CA2832355 A CA 2832355A CA 2832355 A1 CA2832355 A1 CA 2832355A1
Authority
CA
Canada
Prior art keywords
treatment
benefit
population
function
individuals
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.)
Abandoned
Application number
CA2832355A
Other languages
English (en)
French (fr)
Inventor
Jean-Pierre Boissel
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.)
NOVACARE
NOVADISCOVERY
Original Assignee
NOVACARE
NOVADISCOVERY
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 NOVACARE, NOVADISCOVERY filed Critical NOVACARE
Publication of CA2832355A1 publication Critical patent/CA2832355A1/en
Abandoned legal-status Critical Current

Links

Classifications

    • 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

Landscapes

  • Physics & Mathematics (AREA)
  • Engineering & Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Medical Informatics (AREA)
  • Theoretical Computer Science (AREA)
  • Spectroscopy & Molecular Physics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Biotechnology (AREA)
  • Evolutionary Biology (AREA)
  • General Health & Medical Sciences (AREA)
  • Biophysics (AREA)
  • Physiology (AREA)
  • Data Mining & Analysis (AREA)
  • Molecular Biology (AREA)
  • Databases & Information Systems (AREA)
  • Artificial Intelligence (AREA)
  • Bioethics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Probability & Statistics with Applications (AREA)
  • Epidemiology (AREA)
  • Evolutionary Computation (AREA)
  • Public Health (AREA)
  • Software Systems (AREA)
  • Medical Treatment And Welfare Office Work (AREA)
  • Investigating Or Analysing Biological Materials (AREA)
  • Measuring Or Testing Involving Enzymes Or Micro-Organisms (AREA)
CA2832355A 2010-04-07 2011-04-05 Computer based system for predicting treatment outcomes Abandoned CA2832355A1 (en)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
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

Publications (1)

Publication Number Publication Date
CA2832355A1 true CA2832355A1 (en) 2012-10-13

Family

ID=44477613

Family Applications (1)

Application Number Title Priority Date Filing Date
CA2832355A Abandoned CA2832355A1 (en) 2010-04-07 2011-04-05 Computer based system for predicting treatment outcomes

Country Status (8)

Country Link
US (2) US20130041683A1 (enExample)
EP (1) EP2556460A1 (enExample)
JP (1) JP5970449B2 (enExample)
CN (1) CN102822834B (enExample)
AU (1) AU2011238099A1 (enExample)
CA (1) CA2832355A1 (enExample)
RU (1) RU2601197C2 (enExample)
WO (1) WO2011124385A1 (enExample)

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US10831863B2 (en) 2016-03-24 2020-11-10 Fujitsu Limited System and a method for assessing patient risk using open data and clinician input
US10885150B2 (en) 2016-03-24 2021-01-05 Fujitsu Limited System and a method for assessing patient treatment risk using open data and clinician input

Families Citing this family (66)

* 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
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
RU2754884C2 (ru) * 2020-02-03 2021-09-08 Атлас Биомед Груп Лимитед Определение фенотипа на основе неполных генетических данных
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

Family Cites Families (22)

* 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
US20040115647A1 (en) * 2002-12-12 2004-06-17 Paterson Thomas S. Apparatus and method for identifying biomarkers using a computer model
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
RU2322675C1 (ru) * 2006-11-08 2008-04-20 Андрей Александрович Темнов Способ прогнозирования устойчивости организма к стрессорному воздействию
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

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US10831863B2 (en) 2016-03-24 2020-11-10 Fujitsu Limited System and a method for assessing patient risk using open data and clinician input
US10885150B2 (en) 2016-03-24 2021-01-05 Fujitsu Limited System and a method for assessing patient treatment risk using open data and clinician input

Also Published As

Publication number Publication date
CN102822834A (zh) 2012-12-12
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
RU2601197C2 (ru) 2016-10-27
WO2011124385A1 (en) 2011-10-13
US20130041683A1 (en) 2013-02-14

Similar Documents

Publication Publication Date Title
US20180039726A1 (en) Computer based system for predicting treatment outcomes
Yang et al. DeepIDC: a prediction framework of injectable drug combination based on heterogeneous information and deep learning
Sachdeva et al. Advancements in myocardial infarction management: exploring novel approaches and strategies
US20090150134A1 (en) Simulating Patient-Specific Outcomes
US20100324874A9 (en) Simulating patient-specific outcomes
US20070026365A1 (en) Defining virtual patient populations
HK1243509A1 (zh) 基於患者数据的用於健康护理诊断和治疗的贝叶斯因果关系网络模型
Lecluse et al. National registries of systemic treatment for psoriasis and the European ‘Psonet’initiative
Manikiran et al. Artificial intelligence: milestones and role in pharma and healthcare sector
Boissel et al. Bridging systems medicine and patient needs
JP2022524083A (ja) 薬物に依存しない患者固有の投薬レジメンのためのシステムおよび方法
WO2009148803A2 (en) Methods and systems for integrated health systems
Pollom et al. A prospective study of electronic quality of life assessment using tablet devices during and after treatment of head and neck cancers
Ponnarengan et al. Data-Driven Healthcare: The Role of Computational Methods in Medical Innovation.
Chen et al. RareAgents: Advancing Rare Disease Care through LLM-Empowered Multi-disciplinary Team
Wang et al. From Bench to Bedside: A Review of Clinical Trials in Drug Discovery and Development
CN105787261B (zh) 一种基于分子指纹图谱快速评估药物不良反应的方法
Deorankar et al. Optimizing Healthcare Throughput: The Role of Machine Learning and Data Analytics
Usman et al. Pharmacometrics and its application in clinical practice
Surmann et al. Digital Solutions and the Role of AI in Healthcare
Yingngam AI in Clinical Trial Design and Patient Recruitment
Chen et al. Comparative performance of machine learning and conventional scoring systems for neuroprognostication in out-of-hospital cardiac arrest survivors
Eylenbosch et al. From reactive to predictive: Advancing biologic dosing in dermatology
Hamilton et al. OP16 Environmental Sustainability Success Stories From the Pharmaceutical and Medtech Industries in Europe: A Targeted Literature Review
Feinberg et al. PCN325 real-world data describing the role of chemotherapy in the treatment of HR+/HER2-MBC patients: Divergence from evidence-based medicine

Legal Events

Date Code Title Description
EEER Examination request

Effective date: 20160324

FZDE Discontinued

Effective date: 20200831