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WO2018106146A3 - Способ и система неинвазивной скрининговой оценки физиологических параметров и патологий - Google Patents

Способ и система неинвазивной скрининговой оценки физиологических параметров и патологий Download PDF

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Publication number
WO2018106146A3
WO2018106146A3 PCT/RU2017/000868 RU2017000868W WO2018106146A3 WO 2018106146 A3 WO2018106146 A3 WO 2018106146A3 RU 2017000868 W RU2017000868 W RU 2017000868W WO 2018106146 A3 WO2018106146 A3 WO 2018106146A3
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WIPO (PCT)
Prior art keywords
patient
physiological parameters
patients
pathologies
parameters
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PCT/RU2017/000868
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English (en)
French (fr)
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WO2018106146A2 (ru
Inventor
Александр Викторович Ежков
Ольга Валерьевна СУНЦОВА
Александр Егорович БЕКМАЧЕВ
Сергей Павлович САДОВСКИЙ
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Publication of WO2018106146A2 publication Critical patent/WO2018106146A2/ru
Publication of WO2018106146A3 publication Critical patent/WO2018106146A3/ru
Anticipated expiration legal-status Critical
Ceased legal-status Critical Current

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Classifications

    • 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
    • A61B5/318—Heart-related electrical modalities, e.g. electrocardiography [ECG]
    • A61B5/346—Analysis of electrocardiograms
    • A61B5/349—Detecting specific parameters of the electrocardiograph cycle
    • 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
    • A61B5/25—Bioelectric electrodes therefor

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  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Cardiology (AREA)
  • Medical Informatics (AREA)
  • Surgery (AREA)
  • Engineering & Computer Science (AREA)
  • Biomedical Technology (AREA)
  • Heart & Thoracic Surgery (AREA)
  • Physics & Mathematics (AREA)
  • Molecular Biology (AREA)
  • Pathology (AREA)
  • Animal Behavior & Ethology (AREA)
  • General Health & Medical Sciences (AREA)
  • Public Health (AREA)
  • Veterinary Medicine (AREA)
  • Biophysics (AREA)
  • Measurement And Recording Of Electrical Phenomena And Electrical Characteristics Of The Living Body (AREA)
  • Investigating Or Analysing Biological Materials (AREA)
  • Measuring Pulse, Heart Rate, Blood Pressure Or Blood Flow (AREA)

Abstract

Изобретение относится к области вычислительной техники в медицине, а именно к способам и системам скрининговой диагностики различных патологий и определению физиологических параметров человека, и может быть использовано в области предиктивной, диагностической, профилактической и реабилитационной медицины. В способе формируют обучающую и тестовую выборку записей пациентов, имеющих заданную патологию или физиологические параметры, зависящие от сердечной деятельности пациентов, включающие записи о пациентах разного пола и возраста, причем каждая запись содержит, по крайней мере, одно кардиологическое отведение ЭКГ-сигнала и информацию о пациенте; рассчитывают параметры вариабельности сердечного ритма и усредненного кардиоцикла; обучают искусственную нейронную сеть выявлению заданной патологии; сохраняют связи и веса обученной искусственной нейронной сети; получают по крайней мере, одно кардиологическое отведение ЭКГ-сигнала и информацию о пациенте; рассчитывают параметры вариабельности сердечного ритма и усредненного кардиоцикла; и определяют физиологические параметры или наличие заданной патологии. Изобретение направлено на повышение точности выявления патологий или значений физиологических параметров у пациента на базе нейросетевого моделирования.
PCT/RU2017/000868 2016-11-24 2017-11-21 Способ и система неинвазивной скрининговой оценки физиологических параметров и патологий Ceased WO2018106146A2 (ru)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
RU2016146176 2016-11-24
RU2016146176A RU2657384C2 (ru) 2016-11-24 2016-11-24 Способ и система неинвазивной скрининговой оценки физиологических параметров и патологий

Publications (2)

Publication Number Publication Date
WO2018106146A2 WO2018106146A2 (ru) 2018-06-14
WO2018106146A3 true WO2018106146A3 (ru) 2018-08-16

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PCT/RU2017/000868 Ceased WO2018106146A2 (ru) 2016-11-24 2017-11-21 Способ и система неинвазивной скрининговой оценки физиологических параметров и патологий

Country Status (2)

Country Link
RU (1) RU2657384C2 (ru)
WO (1) WO2018106146A2 (ru)

Families Citing this family (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
FR3102591B1 (fr) * 2019-10-24 2022-10-07 A Tiny Wave Prédiction d’état et commande d’un dispositif en fonction d’un état estimé
CN110811591A (zh) * 2019-10-31 2020-02-21 太原理工大学 一种基于心率变异性的心力衰竭分级方法
CN112022144B (zh) * 2020-09-09 2022-05-24 生物岛实验室 心电异常检测网络训练方法、心电异常预警方法及装置
CN112401903B (zh) * 2020-11-03 2023-12-22 沈阳东软智能医疗科技研究院有限公司 心电数据的识别方法、装置、存储介质和电子设备
RU2761741C1 (ru) * 2020-11-26 2021-12-13 Открытое акционерное общество "НПО "Геофизика-НВ" Способ неинвазивного определения биофизических сигналов
CN115281676B (zh) * 2022-10-08 2023-01-31 齐鲁工业大学 基于gru神经网络和ecg信号的疲劳检测方法
CN115316985B (zh) * 2022-10-13 2023-04-18 华南师范大学 基于生理信号的心脏信息检测方法、装置以及设备
CN115844418A (zh) * 2022-10-31 2023-03-28 西北大学 一种基于Bi-LSTM网络的心电信号重构方法
WO2025071434A1 (ru) * 2023-09-29 2025-04-03 Николай Владимирович БОЛИБОК Способ неинвазивной диагностики состояния сердечно-сосудистой системы и головного мозга пациентов
WO2025095809A1 (ru) * 2023-10-30 2025-05-08 Николай Владимирович БОЛИБОК Способ бесконтактной идентификации личности человека

Citations (2)

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RU82536U1 (ru) * 2008-11-19 2009-05-10 Виктор Анатольевич Монич Медико-биологический комплекс для дистанционного мониторинга физиологических параметров
US20140194702A1 (en) * 2006-05-12 2014-07-10 Bao Tran Health monitoring appliance

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KR100748184B1 (ko) * 2005-05-11 2007-08-10 인하대학교 산학협력단 신경망을 이용한 심전도 기반의 심장질환 진단장치 및방법
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
US11229790B2 (en) * 2013-01-15 2022-01-25 Electrocore, Inc. Mobile phone for treating a patient with seizures
US20160135702A1 (en) * 2013-06-21 2016-05-19 The Board Of Trustees Of The Leland Stanford Junior University Techniques for Predicting Cardiac Arrhythmias Based on Signals from Leads of Electrocardiography
US9459201B2 (en) * 2014-09-29 2016-10-04 Zyomed Corp. Systems and methods for noninvasive blood glucose and other analyte detection and measurement using collision computing

Patent Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20140194702A1 (en) * 2006-05-12 2014-07-10 Bao Tran Health monitoring appliance
RU82536U1 (ru) * 2008-11-19 2009-05-10 Виктор Анатольевич Монич Медико-биологический комплекс для дистанционного мониторинга физиологических параметров

Also Published As

Publication number Publication date
WO2018106146A2 (ru) 2018-06-14
RU2016146176A3 (ru) 2018-05-24
RU2016146176A (ru) 2018-05-24
RU2657384C2 (ru) 2018-06-13

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