MA47329A - Procédé et système de prédiction d'état d'épilepsie réfractaire - Google Patents

Procédé et système de prédiction d'état d'épilepsie réfractaire

Info

Publication number
MA47329A
MA47329A MA047329A MA47329A MA47329A MA 47329 A MA47329 A MA 47329A MA 047329 A MA047329 A MA 047329A MA 47329 A MA47329 A MA 47329A MA 47329 A MA47329 A MA 47329A
Authority
MA
Morocco
Prior art keywords
refractory epilepsy
epilepsy conditions
predicting
predicting refractory
conditions
Prior art date
Application number
MA047329A
Other languages
English (en)
Inventor
Sungtae An
Myung Choi
Chris Clark
Cynthia Dilley
Edward Han-Burgess
Kunal Malhotra
Joseph Robertson
Jimeng Sun
Original Assignee
Ucb Biopharma Sprl
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 Ucb Biopharma Sprl filed Critical Ucb Biopharma Sprl
Publication of MA47329A publication Critical patent/MA47329A/fr

Links

Classifications

    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H50/00ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
    • G16H50/20ICT 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
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/04Architecture, e.g. interconnection topology
    • G06N3/044Recurrent networks, e.g. Hopfield networks
    • G06N3/0442Recurrent networks, e.g. Hopfield networks characterised by memory or gating, e.g. long short-term memory [LSTM] or gated recurrent units [GRU]
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/08Learning methods
    • G06N3/09Supervised learning
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H50/00ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
    • G16H50/30ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for calculating health indices; for individual health risk assessment
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H50/00ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
    • G16H50/70ICT 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
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H10/00ICT specially adapted for the handling or processing of patient-related medical or healthcare data
    • G16H10/60ICT specially adapted for the handling or processing of patient-related medical or healthcare data for patient-specific data, e.g. for electronic patient records
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H70/00ICT specially adapted for the handling or processing of medical references
    • G16H70/40ICT specially adapted for the handling or processing of medical references relating to drugs, e.g. their side effects or intended usage

Landscapes

  • Engineering & Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • Public Health (AREA)
  • Medical Informatics (AREA)
  • Biomedical Technology (AREA)
  • Data Mining & Analysis (AREA)
  • General Health & Medical Sciences (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Pathology (AREA)
  • Epidemiology (AREA)
  • Primary Health Care (AREA)
  • Databases & Information Systems (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Biophysics (AREA)
  • Computational Linguistics (AREA)
  • Evolutionary Computation (AREA)
  • Molecular Biology (AREA)
  • Computing Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Mathematical Physics (AREA)
  • Software Systems (AREA)
  • Artificial Intelligence (AREA)
  • Medical Treatment And Welfare Office Work (AREA)
MA047329A 2017-01-23 2018-01-22 Procédé et système de prédiction d'état d'épilepsie réfractaire MA47329A (fr)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
US15/412,806 US20180211010A1 (en) 2017-01-23 2017-01-23 Method and system for predicting refractory epilepsy status

Publications (1)

Publication Number Publication Date
MA47329A true MA47329A (fr) 2019-11-27

Family

ID=61656072

Family Applications (1)

Application Number Title Priority Date Filing Date
MA047329A MA47329A (fr) 2017-01-23 2018-01-22 Procédé et système de prédiction d'état d'épilepsie réfractaire

Country Status (4)

Country Link
US (1) US20180211010A1 (fr)
EP (1) EP3571700B1 (fr)
MA (1) MA47329A (fr)
WO (1) WO2018134682A1 (fr)

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US10468126B1 (en) 2014-08-19 2019-11-05 Multiscale Health Networks, Llc. Clinical activity network generation
CN110691548B (zh) * 2017-07-28 2023-05-12 谷歌有限责任公司 用于从电子健康记录中预测和总结医疗事件的系统和方法
US10881463B2 (en) * 2017-08-30 2021-01-05 International Business Machines Corporation Optimizing patient treatment recommendations using reinforcement learning combined with recurrent neural network patient state simulation
US11315132B2 (en) * 2019-02-21 2022-04-26 International Business Machines Corporation Customer journey prediction and customer segmentation
CN110111901B (zh) * 2019-05-16 2023-04-18 湖南大学 基于rnn神经网络的可迁移病人分类系统
CN110610767B (zh) * 2019-08-01 2023-06-02 平安科技(深圳)有限公司 发病率监测方法、装置、设备及存储介质
US11676727B2 (en) * 2019-08-14 2023-06-13 Optum Technology, Inc. Cohort-based predictive data analysis
US11295841B2 (en) * 2019-08-22 2022-04-05 Tempus Labs, Inc. Unsupervised learning and prediction of lines of therapy from high-dimensional longitudinal medications data
US11023295B2 (en) * 2019-10-25 2021-06-01 Accenture Global Solutions Limited Utilizing a neural network model to determine risk associated with an application programming interface of a web application
US20210142161A1 (en) * 2019-11-13 2021-05-13 General Electric Company Systems and methods for model-based time series analysis
CN111312401B (zh) 2020-01-14 2021-12-17 之江实验室 一种基于多标签学习的体检后慢性疾病预后系统
US12544013B2 (en) 2020-04-13 2026-02-10 Rensselaer Polytechnic Institute Fractional-order model predictive control for neurophysiological cyber-physical systems
US20210343410A1 (en) * 2020-05-02 2021-11-04 Petuum Inc. Method to the automatic International Classification of Diseases (ICD) coding for clinical records
CN111709233B (zh) * 2020-05-27 2023-04-18 西安交通大学 基于多注意力卷积神经网络的智能导诊方法及系统
CN111696674B (zh) * 2020-06-12 2023-09-08 电子科技大学 一种电子病历的深度学习方法及系统
US20210401295A1 (en) * 2020-06-29 2021-12-30 Aetna Inc. System and methods utilizing artificial intelligence algorithms to analyze wearable activity tracker data
CN112259243B (zh) * 2020-09-20 2024-01-02 南昌大学第二附属医院 一种基于双向GRUs的单病种临床路径构建方法及系统
CN112017776B (zh) * 2020-10-27 2021-01-15 平安科技(深圳)有限公司 基于动态图和医学知识图谱的疾病预测方法及相关设备
US20220208373A1 (en) * 2020-12-31 2022-06-30 International Business Machines Corporation Inquiry recommendation for medical diagnosis
US20230317279A1 (en) * 2022-03-31 2023-10-05 Quantiphi Inc Method and system for medical diagnosis using graph embeddings
US20240105292A1 (en) * 2022-07-05 2024-03-28 MediSyn, Inc. Platform for synthesizing high-dimensional longitudinal electronic health records using a deep learning language model
US12243629B2 (en) 2022-09-30 2025-03-04 Cilag Gmbh International Capacity to adjust patient consent
US12499266B2 (en) 2022-09-30 2025-12-16 Cilag Gmbh International Patient data removal
US20240120041A1 (en) * 2022-09-30 2024-04-11 Cilag Gmbh International Conditional patient consent
CN116825382A (zh) * 2023-02-23 2023-09-29 深圳市儿童医院 一种基于多模态融合的癫痫药物有效性检测方法及装置
CN116524995A (zh) * 2023-03-24 2023-08-01 平安科技(深圳)有限公司 基于人工智能的药物疗效预测方法及相关设备
CN119007817A (zh) * 2024-07-15 2024-11-22 湖南大学 癫痫基因功能类别预测方法、终端设备及存储介质
CN119851919B (zh) * 2025-01-02 2025-12-09 清华大学 基于大模型的drg入组推荐方法、装置、设备和介质
CN120319483B (zh) * 2025-06-10 2025-11-21 中国科学院自动化研究所 基于扩散模型的癫痫发作预测方法、装置及计算机设备

Family Cites Families (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US8725243B2 (en) * 2005-12-28 2014-05-13 Cyberonics, Inc. Methods and systems for recommending an appropriate pharmacological treatment to a patient for managing epilepsy and other neurological disorders
WO2017083627A1 (fr) * 2015-11-13 2017-05-18 Visterra, Inc. Compositions et méthodes pour traiter et prévenir la grippe

Also Published As

Publication number Publication date
EP3571700B1 (fr) 2023-08-02
WO2018134682A1 (fr) 2018-07-26
EP3571700A1 (fr) 2019-11-27
US20180211010A1 (en) 2018-07-26

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