BR112018007040A2 - método e aparelho para detectar e classificar a atividade convulsiva - Google Patents

método e aparelho para detectar e classificar a atividade convulsiva

Info

Publication number
BR112018007040A2
BR112018007040A2 BR112018007040-8A BR112018007040A BR112018007040A2 BR 112018007040 A2 BR112018007040 A2 BR 112018007040A2 BR 112018007040 A BR112018007040 A BR 112018007040A BR 112018007040 A2 BR112018007040 A2 BR 112018007040A2
Authority
BR
Brazil
Prior art keywords
classifying
detecting
convulsive activity
patient
activity
Prior art date
Application number
BR112018007040-8A
Other languages
English (en)
Inventor
E. WHITMIRE Luke
R. Girouard Michael
E. Cavazos Jose
Original Assignee
Brain Sentinel, Inc.
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 Brain Sentinel, Inc. filed Critical Brain Sentinel, Inc.
Publication of BR112018007040A2 publication Critical patent/BR112018007040A2/pt

Links

Classifications

    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/40—Detecting, measuring or recording for evaluating the nervous system
    • A61B5/4076—Diagnosing or monitoring particular conditions of the nervous system
    • A61B5/4094—Diagnosing or monitoring seizure diseases, e.g. epilepsy
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/24—Detecting, measuring or recording bioelectric or biomagnetic signals of the body or parts thereof
    • A61B5/316—Modalities, i.e. specific diagnostic methods
    • A61B5/389—Electromyography [EMG]
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/72—Signal processing specially adapted for physiological signals or for diagnostic purposes
    • A61B5/7235—Details of waveform analysis
    • A61B5/7253—Details of waveform analysis characterised by using transforms
    • A61B5/726—Details of waveform analysis characterised by using transforms using Wavelet transforms
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/72—Signal processing specially adapted for physiological signals or for diagnostic purposes
    • A61B5/7235—Details of waveform analysis
    • A61B5/7264—Classification of physiological signals or data, e.g. using neural networks, statistical classifiers, expert systems or fuzzy systems
    • A61B5/7267—Classification of physiological signals or data, e.g. using neural networks, statistical classifiers, expert systems or fuzzy systems involving training the classification device
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/72—Signal processing specially adapted for physiological signals or for diagnostic purposes
    • A61B5/7271—Specific aspects of physiological measurement analysis
    • A61B5/7282—Event detection, e.g. detecting unique waveforms indicative of a medical condition
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B2505/00—Evaluating, monitoring or diagnosing in the context of a particular type of medical care
    • A61B2505/07—Home care
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/0002—Remote monitoring of patients using telemetry, e.g. transmission of vital signals via a communication network
    • A61B5/0015—Remote monitoring of patients using telemetry, e.g. transmission of vital signals via a communication network characterised by features of the telemetry system
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/0002—Remote monitoring of patients using telemetry, e.g. transmission of vital signals via a communication network
    • A61B5/0015—Remote monitoring of patients using telemetry, e.g. transmission of vital signals via a communication network characterised by features of the telemetry system
    • A61B5/0022—Monitoring a patient using a global network, e.g. telephone networks, internet
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/74—Details of notification to user or communication with user or patient ; user input means
    • A61B5/746—Alarms related to a physiological condition, e.g. details of setting alarm thresholds or avoiding false alarms
    • 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

Abstract

a presente invenção refere-se a um método de monitorização de um paciente para atividade de ataque pode incluir a monitorização do paciente pela coleta de um sinal de eletrografia, determinar características do sinal utilizando análise de ondas pequenas e introduzir valores de característica determinados em uma rede neural treinada para detectar atividade de ataque. aparelhos relacionados são também descritos.
BR112018007040-8A 2015-10-08 2016-10-07 método e aparelho para detectar e classificar a atividade convulsiva BR112018007040A2 (pt)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US201562239161P 2015-10-08 2015-10-08
US62/239,161 2015-10-08
PCT/US2016/055925 WO2017062728A1 (en) 2015-10-08 2016-10-07 Method and apparatus for detecting and classifying seizure activity

Publications (1)

Publication Number Publication Date
BR112018007040A2 true BR112018007040A2 (pt) 2018-10-16

Family

ID=58488519

Family Applications (1)

Application Number Title Priority Date Filing Date
BR112018007040-8A BR112018007040A2 (pt) 2015-10-08 2016-10-07 método e aparelho para detectar e classificar a atividade convulsiva

Country Status (8)

Country Link
US (1) US10980469B2 (pt)
EP (1) EP3359032A4 (pt)
JP (1) JP2018534042A (pt)
AU (1) AU2016335703A1 (pt)
BR (1) BR112018007040A2 (pt)
CA (1) CA3001317A1 (pt)
MX (1) MX2018004355A (pt)
WO (1) WO2017062728A1 (pt)

Families Citing this family (19)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11020035B2 (en) 2016-02-01 2021-06-01 Epitel, Inc. Self-contained EEG recording system
US20190138511A1 (en) * 2017-05-15 2019-05-09 Adnomus, Inc. Systems and methods for real-time data processing analytics engine with artificial intelligence for content characterization
KR20190048491A (ko) 2017-10-31 2019-05-09 삼성전자주식회사 식각 효과 예측 방법 및 입력 파라미터 결정 방법
SG10201800833TA (en) * 2018-01-31 2019-08-27 Nec Asia Pacific Pte Ltd Method and system to quantitatively monitoring a patient’s functional abilities and determining progressof rehabilitation
EP3750167A1 (en) * 2018-02-05 2020-12-16 PreCure ApS A system for monitoring physical movements of a user
US10783655B2 (en) * 2018-04-11 2020-09-22 Siemens Healthcare Gmbh System and method for assisted patient positioning
US11219405B2 (en) * 2018-05-01 2022-01-11 International Business Machines Corporation Epilepsy seizure detection and prediction using techniques such as deep learning methods
WO2020006289A1 (en) * 2018-06-27 2020-01-02 Brain Sentinel, Inc. Systems and methods for monitoring patient muscle activity and for tracking patients with motor disorders
US10888224B2 (en) * 2018-07-11 2021-01-12 International Business Machines Corporation Estimation model for motion intensity
CN109525562A (zh) * 2018-10-30 2019-03-26 孙湘 一种计算机网络安全中的信息防盗管理系统
WO2020123950A1 (en) * 2018-12-13 2020-06-18 EpilepsyCo Inc. Systems and methods for a wearable device including stimulation and monitoring components
US11786694B2 (en) 2019-05-24 2023-10-17 NeuroLight, Inc. Device, method, and app for facilitating sleep
JP7205433B2 (ja) * 2019-09-24 2023-01-17 カシオ計算機株式会社 状態推定装置、状態推定方法及びプログラム
JP7235137B2 (ja) * 2019-11-28 2023-03-08 日本電信電話株式会社 監視システム、監視方法、および監視プログラム
US20210307672A1 (en) 2020-04-05 2021-10-07 Epitel, Inc. Eeg recording and analysis
CN112200228A (zh) * 2020-09-29 2021-01-08 黑龙江吉远健康科技有限公司 一种基于二维卷积神经网络的癫痫发作状态识别方法
WO2023212101A1 (en) * 2022-04-26 2023-11-02 Purdue Research Foundation Multimodal seizure sensing
US11857330B1 (en) 2022-10-19 2024-01-02 Epitel, Inc. Systems and methods for electroencephalogram monitoring
CN115770050B (zh) * 2022-12-02 2023-09-08 重庆医科大学附属第二医院 癫痫检测方法及系统

Family Cites Families (25)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5349962A (en) 1993-11-30 1994-09-27 University Of Washington Method and apparatus for detecting epileptic seizures
US5995868A (en) 1996-01-23 1999-11-30 University Of Kansas System for the prediction, rapid detection, warning, prevention, or control of changes in activity states in the brain of a subject
US5810747A (en) 1996-08-21 1998-09-22 Interactive Remote Site Technology, Inc. Remote site medical intervention system
JP3107020B2 (ja) * 1997-11-14 2000-11-06 日本電気株式会社 特徴脳電磁波検出装置
US7242984B2 (en) 1998-08-05 2007-07-10 Neurovista Corporation Apparatus and method for closed-loop intracranial stimulation for optimal control of neurological disease
US7209787B2 (en) 1998-08-05 2007-04-24 Bioneuronics Corporation Apparatus and method for closed-loop intracranial stimulation for optimal control of neurological disease
US7853329B2 (en) 1998-08-05 2010-12-14 Neurovista Corporation Monitoring efficacy of neural modulation therapy
US6366813B1 (en) 1998-08-05 2002-04-02 Dilorenzo Daniel J. Apparatus and method for closed-loop intracranical stimulation for optimal control of neurological disease
JP2000126142A (ja) * 1998-10-29 2000-05-09 Nippon Colin Co Ltd 非観血連続血圧推定装置
US6440067B1 (en) 2000-02-28 2002-08-27 Altec, Inc. System and method for remotely monitoring functional activities
US6643541B2 (en) 2001-12-07 2003-11-04 Motorola, Inc Wireless electromyography sensor and system
JP2004033673A (ja) * 2002-06-21 2004-02-05 Trustees Of The Univ Of Pennsylvania 脳内発作発現を予測し検出する統合確率フレームワークおよび多重治療デバイス
KR101084554B1 (ko) * 2003-09-12 2011-11-17 보디미디어 인코퍼레이티드 심장 관련 파라미터를 측정하기 위한 방법 및 장치
US20070287931A1 (en) 2006-02-14 2007-12-13 Dilorenzo Daniel J Methods and systems for administering an appropriate pharmacological treatment to a patient for managing epilepsy and other neurological disorders
US7558622B2 (en) 2006-05-24 2009-07-07 Bao Tran Mesh network stroke monitoring appliance
US20120123232A1 (en) * 2008-12-16 2012-05-17 Kayvan Najarian Method and apparatus for determining heart rate variability using wavelet transformation
US8641646B2 (en) 2010-07-30 2014-02-04 Cyberonics, Inc. Seizure detection using coordinate data
EP3387992A1 (en) * 2010-10-15 2018-10-17 Brain Sentinel, Inc. Method and apparatus for detecting seizures
US9392956B2 (en) * 2011-01-28 2016-07-19 Neurosky, Inc. Dry sensor EEG/EMG and motion sensing system for seizure detection and monitoring
US9173609B2 (en) 2011-04-20 2015-11-03 Medtronic, Inc. Brain condition monitoring based on co-activation of neural networks
MX358279B (es) * 2011-07-05 2018-08-13 Brain Sentinel Inc Metodo y aparato para detectar convulsiones.
US10448839B2 (en) * 2012-04-23 2019-10-22 Livanova Usa, Inc. Methods, systems and apparatuses for detecting increased risk of sudden death
BR112016005113A2 (pt) * 2013-09-09 2020-08-11 Brain Sentinel, Inc. Método e aparelho para detectar convulsões incluindo caracterização por áudio
AU2014360720A1 (en) 2013-12-02 2016-06-30 Brain Sentinel, Inc. Method and apparatus for classification of seizure type and severity using electromyography
US20180325409A1 (en) 2013-12-12 2018-11-15 Brain Sentinel, Inc. Data-Integrated Interface and Methods of Reviewing Electromyography and Audio Data

Also Published As

Publication number Publication date
WO2017062728A1 (en) 2017-04-13
MX2018004355A (es) 2018-05-22
EP3359032A4 (en) 2019-06-26
CA3001317A1 (en) 2017-04-13
JP2018534042A (ja) 2018-11-22
US10980469B2 (en) 2021-04-20
US20180289310A1 (en) 2018-10-11
EP3359032A1 (en) 2018-08-15
AU2016335703A1 (en) 2018-05-10

Similar Documents

Publication Publication Date Title
BR112018007040A2 (pt) método e aparelho para detectar e classificar a atividade convulsiva
EP2863309A3 (en) Contextual graph matching based anomaly detection
IL289907A (en) Methods and systems for identification and analysis of tested material
EP3242130A4 (en) Sample collection, thermal analysis, and sample injection apparatus and method, and trace detection device
MY195999A (en) Molecular Detection/Diagnosis Reagent for Tumor
PH12020500163A1 (en) A system and method for non-invasively determining egg properties
EP2472425A3 (en) System and method for detecting unknown malware
MX358068B (es) Metodos y aparato para usar los datos de vibracion para determinar una condicion de un dispositivo de control de procesos.
WO2015025187A8 (en) Method and device for improving prediction and detection of change in a physiological condition
SG10201810514PA (en) Systems, apparatus, and methods for generating and analyzing resistome profiles
WO2015131151A3 (en) Method and apparatus for determining markers of health by analysis of blood
FR3023617B1 (fr) Dispositif non invasif de determination de la fertilite et/ou du sexe d’un oeuf, et procede correspondant.
WO2016033247A3 (en) Population-based learning with deep belief networks
EP3662816A4 (en) DEVICE FOR MEASURING BIOMETRIC SIGNALS WITH TRAP UNIT FOR MEASURING THE BIOMETRIC SIGNAL OF A MICRO ANIMAL AND METHOD OF MEASURING THE BIOMETRIC SIGNAL OF A MICRO ANIMAL THEREOF
FR3030048B1 (fr) Procede et dispositif de determination du temps de coagulation d’un echantillon sanguin, et cuvette de reaction
BR112017017316A2 (pt) método para análise e processamento de dados de dispositivo de detecção de elasticidade, e dispositivo de detecção de elasticidade
IL263024A (en) Blood sample analysis method and system, for determining diabetes
MY175697A (en) Methods and devices for nasopharyngeal carcinoma screening
EP3449819A4 (en) PULSED WAVE DETECTION DEVICE, BIOLOGICAL INFORMATION MEASURING DEVICE, PULSATILE WAVE DETECTION METHOD, AND PULSATILE WAVE DETECTION PROGRAM
EP3298463A4 (en) METHOD, SYSTEM AND COMPUTER PROGRAM PRODUCT FOR GNSS RECEIVER SIGNAL HEALTH AND SAFETY ANALYSIS
EP3264093A4 (en) Method for diagnosing diseases through oligomer analysis of abnormally aggregated proteins
AR100013A1 (es) Procedimiento para el monitoreo, cuantificación y evaluación de actividades de pastoreo y rumia realizadas por rumiantes y dispositivo para ejecutarlo
EP3315971A4 (en) Method and apparatus for collecting signal, and method and apparatus for tracking cell by using light sensitive chip
EP3393345A4 (en) Method and apparatus for detecting live tissues using signal analysis
EP3611505A4 (en) ACCURATE, RAPID AND CONVENIENT ONE-STEP DISEASE DIAGNOSIS PROCESS USING THE PRINCIPLE OF SELF-AMPLIFICATION OF A DETECTION SIGNAL

Legal Events

Date Code Title Description
B11A Dismissal acc. art.33 of ipl - examination not requested within 36 months of filing
B11Y Definitive dismissal - extension of time limit for request of examination expired [chapter 11.1.1 patent gazette]