JP7002168B1 - 心電図分析装置、心電図分析方法及びプログラム - Google Patents
心電図分析装置、心電図分析方法及びプログラム Download PDFInfo
- Publication number
- JP7002168B1 JP7002168B1 JP2021544452A JP2021544452A JP7002168B1 JP 7002168 B1 JP7002168 B1 JP 7002168B1 JP 2021544452 A JP2021544452 A JP 2021544452A JP 2021544452 A JP2021544452 A JP 2021544452A JP 7002168 B1 JP7002168 B1 JP 7002168B1
- Authority
- JP
- Japan
- Prior art keywords
- machine learning
- electrocardiogram
- arrhythmia
- analyzed
- learning model
- 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.)
- Active
Links
Images
Classifications
-
- 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
- A61B5/0004—Remote monitoring of patients using telemetry, e.g. transmission of vital signals via a communication network characterised by the type of physiological signal transmitted
- A61B5/0006—ECG or EEG signals
-
- 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
- A61B5/361—Detecting fibrillation
-
- 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
- A61B5/363—Detecting tachycardia or bradycardia
-
- 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
Landscapes
- Health & Medical Sciences (AREA)
- Life Sciences & Earth Sciences (AREA)
- Engineering & Computer Science (AREA)
- Cardiology (AREA)
- Physics & Mathematics (AREA)
- Animal Behavior & Ethology (AREA)
- Biomedical Technology (AREA)
- Heart & Thoracic Surgery (AREA)
- Medical Informatics (AREA)
- Molecular Biology (AREA)
- Surgery (AREA)
- Biophysics (AREA)
- General Health & Medical Sciences (AREA)
- Public Health (AREA)
- Veterinary Medicine (AREA)
- Pathology (AREA)
- Artificial Intelligence (AREA)
- Physiology (AREA)
- Computer Networks & Wireless Communication (AREA)
- Evolutionary Computation (AREA)
- Fuzzy Systems (AREA)
- Mathematical Physics (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Psychiatry (AREA)
- Signal Processing (AREA)
- Measurement And Recording Of Electrical Phenomena And Electrical Characteristics Of The Living Body (AREA)
Priority Applications (2)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| JP2021205708A JP7701048B2 (ja) | 2020-04-08 | 2021-12-20 | 心電図分析装置、心電図分析方法及びプログラム |
| JP2025098324A JP2025128317A (ja) | 2020-04-08 | 2025-06-12 | 心電図分析装置、心電図分析方法及びプログラム |
Applications Claiming Priority (3)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| JP2020069705 | 2020-04-08 | ||
| JP2020069705 | 2020-04-08 | ||
| PCT/JP2021/008444 WO2021205788A1 (ja) | 2020-04-08 | 2021-03-04 | 心電図分析装置、心電図分析方法及びプログラム |
Related Child Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| JP2021205708A Division JP7701048B2 (ja) | 2020-04-08 | 2021-12-20 | 心電図分析装置、心電図分析方法及びプログラム |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| JPWO2021205788A1 JPWO2021205788A1 (enExample) | 2021-10-14 |
| JP7002168B1 true JP7002168B1 (ja) | 2022-01-20 |
Family
ID=78022561
Family Applications (3)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| JP2021544452A Active JP7002168B1 (ja) | 2020-04-08 | 2021-03-04 | 心電図分析装置、心電図分析方法及びプログラム |
| JP2021205708A Active JP7701048B2 (ja) | 2020-04-08 | 2021-12-20 | 心電図分析装置、心電図分析方法及びプログラム |
| JP2025098324A Pending JP2025128317A (ja) | 2020-04-08 | 2025-06-12 | 心電図分析装置、心電図分析方法及びプログラム |
Family Applications After (2)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| JP2021205708A Active JP7701048B2 (ja) | 2020-04-08 | 2021-12-20 | 心電図分析装置、心電図分析方法及びプログラム |
| JP2025098324A Pending JP2025128317A (ja) | 2020-04-08 | 2025-06-12 | 心電図分析装置、心電図分析方法及びプログラム |
Country Status (4)
| Country | Link |
|---|---|
| US (1) | US20220346647A1 (enExample) |
| EP (1) | EP4079224B1 (enExample) |
| JP (3) | JP7002168B1 (enExample) |
| WO (1) | WO2021205788A1 (enExample) |
Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP7493293B1 (ja) | 2024-03-13 | 2024-05-31 | 株式会社カルディオインテリジェンス | 心電図解析のための支援装置、支援システム、およびプログラム |
Families Citing this family (8)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| EP4104752A1 (en) | 2010-05-12 | 2022-12-21 | Irhythm Technologies, Inc. | Device features and design elements for long-term adhesion |
| WO2014116825A1 (en) | 2013-01-24 | 2014-07-31 | Irhythm Technologies, Inc. | Physiological monitoring device |
| EP4192334A1 (en) | 2020-08-06 | 2023-06-14 | Irhythm Technologies, Inc. | Adhesive physiological monitoring device |
| USD1063079S1 (en) | 2021-08-06 | 2025-02-18 | Irhythm Technologies, Inc. | Physiological monitoring device |
| KR102788715B1 (ko) * | 2022-05-04 | 2025-04-01 | 주식회사 뷰노 | 심전도 데이터를 분석하기 위한 방법 및 장치 |
| JP7672033B2 (ja) * | 2023-02-10 | 2025-05-07 | 公立大学法人横浜市立大学 | 心不全推定装置、心不全推定システム、心不全推定方法、及び心不全推定プログラム |
| WO2024191200A1 (ko) * | 2023-03-13 | 2024-09-19 | 주식회사 메디컬에이아이 | 인공 지능 모델에 기반하여 잠재적 심방 세동을 식별하는 방법, 프로그램 및 장치 |
| KR102877334B1 (ko) * | 2023-10-17 | 2025-10-29 | (주)씨어스테크놀로지 | 온라인 머신러닝 알고리즘을 이용한 심전도 판독장치 |
Citations (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2018519122A (ja) * | 2015-05-13 | 2018-07-19 | アライヴコア インコーポレイテッド | 不一致モニタリング |
| JP2019115618A (ja) * | 2017-12-27 | 2019-07-18 | オムロンヘルスケア株式会社 | 情報処理装置、情報処理方法、及び情報処理プログラム |
| JP2019187966A (ja) * | 2018-04-27 | 2019-10-31 | 国立大学法人滋賀医科大学 | 診断支援装置、機械学習装置、診断支援方法、機械学習方法および機械学習プログラム |
Family Cites Families (11)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2007195693A (ja) | 2006-01-25 | 2007-08-09 | Matsushita Electric Works Ltd | 携帯型心電計測装置 |
| US8956294B2 (en) * | 2009-05-20 | 2015-02-17 | Sotera Wireless, Inc. | Body-worn system for continuously monitoring a patients BP, HR, SpO2, RR, temperature, and motion; also describes specific monitors for apnea, ASY, VTAC, VFIB, and ‘bed sore’ index |
| US9314178B2 (en) * | 2013-03-14 | 2016-04-19 | Greatbach, Ltd. | Cardiac signal recording using dynamically generated detection thresholds |
| US10779744B2 (en) * | 2015-10-27 | 2020-09-22 | Cardiologs Technologies Sas | Automatic method to delineate or categorize an electrocardiogram |
| CN107516075B (zh) * | 2017-08-03 | 2020-10-09 | 安徽华米智能科技有限公司 | 心电信号的检测方法、装置及电子设备 |
| WO2019046294A1 (en) * | 2017-08-28 | 2019-03-07 | University Of South Florida | SYSTEM AND METHOD FOR PREDICTING ATRIAL FIBRILLATION (AF) |
| US20240099593A1 (en) * | 2017-10-06 | 2024-03-28 | Alivecor, Inc. | Machine learning health analysis with a mobile device |
| CN108577823B (zh) * | 2018-04-27 | 2021-02-02 | 京东方科技集团股份有限公司 | 一种心律失常检测装置和心律失常检测系统 |
| US11723577B2 (en) * | 2019-05-06 | 2023-08-15 | Medtronic, Inc. | Visualization of arrhythmia detection by machine learning |
| CN110403600B (zh) * | 2019-07-26 | 2022-02-08 | 武汉海星通技术股份有限公司 | 基于差值时间散点图的阵发性房颤智能分析方法及系统 |
| US12224052B2 (en) * | 2019-10-03 | 2025-02-11 | Rom Technologies, Inc. | System and method for using AI, machine learning and telemedicine for long-term care via an electromechanical machine |
-
2021
- 2021-03-04 JP JP2021544452A patent/JP7002168B1/ja active Active
- 2021-03-04 EP EP21784075.0A patent/EP4079224B1/en active Active
- 2021-03-04 WO PCT/JP2021/008444 patent/WO2021205788A1/ja not_active Ceased
- 2021-12-20 JP JP2021205708A patent/JP7701048B2/ja active Active
-
2022
- 2022-07-11 US US17/811,860 patent/US20220346647A1/en active Pending
-
2025
- 2025-06-12 JP JP2025098324A patent/JP2025128317A/ja active Pending
Patent Citations (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2018519122A (ja) * | 2015-05-13 | 2018-07-19 | アライヴコア インコーポレイテッド | 不一致モニタリング |
| JP2019115618A (ja) * | 2017-12-27 | 2019-07-18 | オムロンヘルスケア株式会社 | 情報処理装置、情報処理方法、及び情報処理プログラム |
| JP2019187966A (ja) * | 2018-04-27 | 2019-10-31 | 国立大学法人滋賀医科大学 | 診断支援装置、機械学習装置、診断支援方法、機械学習方法および機械学習プログラム |
Cited By (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP7493293B1 (ja) | 2024-03-13 | 2024-05-31 | 株式会社カルディオインテリジェンス | 心電図解析のための支援装置、支援システム、およびプログラム |
| WO2025191880A1 (ja) * | 2024-03-13 | 2025-09-18 | 株式会社カルディオインテリジェンス | 心電図解析のための支援装置、支援システム、およびプログラム |
| JP2025140146A (ja) * | 2024-03-13 | 2025-09-29 | 株式会社カルディオインテリジェンス | 心電図解析のための支援装置、支援システム、およびプログラム |
Also Published As
| Publication number | Publication date |
|---|---|
| JP7701048B2 (ja) | 2025-07-01 |
| JP2025128317A (ja) | 2025-09-02 |
| EP4079224C0 (en) | 2025-07-23 |
| WO2021205788A1 (ja) | 2021-10-14 |
| JPWO2021205788A1 (enExample) | 2021-10-14 |
| EP4079224B1 (en) | 2025-07-23 |
| US20220346647A1 (en) | 2022-11-03 |
| EP4079224A4 (en) | 2023-06-21 |
| EP4079224A1 (en) | 2022-10-26 |
| JP2022037153A (ja) | 2022-03-08 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| JP7002168B1 (ja) | 心電図分析装置、心電図分析方法及びプログラム | |
| AU2022201530B2 (en) | Apparatus, systems and methods for predicting, screening and monitoring of encephalopathy/delirium | |
| US12471786B2 (en) | Methods and systems for arrhythmia tracking and scoring | |
| EP2964077B1 (en) | System of determining a risk score for triage | |
| JP5584413B2 (ja) | 患者監視システム及び監視する方法 | |
| JP6692355B2 (ja) | バイタルサインサンプリング周波数が限定されるときのスコア信頼区間推定に関する方法 | |
| CN107438399A (zh) | 心血管恶化预警评分 | |
| US11412978B2 (en) | Information processing system and program | |
| Shusterman et al. | Personalized ECG monitoring and adaptive machine learning | |
| CN114599286A (zh) | 学习装置、学习方法以及测定装置 | |
| JP7479106B1 (ja) | プログラム、出力装置及び出力方法 | |
| WO2025227126A1 (en) | Detecting cardiac arrhythmia and myocardial ischemia from electrocardiography data using machine learning | |
| WO2024106005A1 (ja) | プログラム、出力装置及び出力方法 | |
| CN120611325A (zh) | 基于多维轨迹图的时序性信号异常确定方法、装置、设备及介质 | |
| WO2025174849A1 (en) | Detecting neurological conditions from electrocardiography data using machine learning | |
| WO2025227125A1 (en) | Detecting congestive heart failure from electrocardiography data using machine learning | |
| KR20230075149A (ko) | 사용자 활력 징후를 예측하기 위한 장치 및 방법 | |
| Goldwyn et al. | HealthVisor: A look into data-rich bio-monitoring | |
| BR112018011326B1 (pt) | Sistema para rastreamento de delírio de paciente |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| A521 | Request for written amendment filed |
Free format text: JAPANESE INTERMEDIATE CODE: A523 Effective date: 20210729 |
|
| A621 | Written request for application examination |
Free format text: JAPANESE INTERMEDIATE CODE: A621 Effective date: 20210729 |
|
| A871 | Explanation of circumstances concerning accelerated examination |
Free format text: JAPANESE INTERMEDIATE CODE: A871 Effective date: 20210729 |
|
| A131 | Notification of reasons for refusal |
Free format text: JAPANESE INTERMEDIATE CODE: A131 Effective date: 20211012 |
|
| A521 | Request for written amendment filed |
Free format text: JAPANESE INTERMEDIATE CODE: A523 Effective date: 20211125 |
|
| TRDD | Decision of grant or rejection written | ||
| A01 | Written decision to grant a patent or to grant a registration (utility model) |
Free format text: JAPANESE INTERMEDIATE CODE: A01 Effective date: 20211214 |
|
| A61 | First payment of annual fees (during grant procedure) |
Free format text: JAPANESE INTERMEDIATE CODE: A61 Effective date: 20211220 |
|
| R150 | Certificate of patent or registration of utility model |
Ref document number: 7002168 Country of ref document: JP Free format text: JAPANESE INTERMEDIATE CODE: R150 |
|
| R157 | Certificate of patent or utility model (correction) |
Free format text: JAPANESE INTERMEDIATE CODE: R157 |
|
| S531 | Written request for registration of change of domicile |
Free format text: JAPANESE INTERMEDIATE CODE: R313531 |
|
| R350 | Written notification of registration of transfer |
Free format text: JAPANESE INTERMEDIATE CODE: R350 |