CN112166475A - 基于呼吸系统的声音管理呼吸状况 - Google Patents

基于呼吸系统的声音管理呼吸状况 Download PDF

Info

Publication number
CN112166475A
CN112166475A CN201980035460.9A CN201980035460A CN112166475A CN 112166475 A CN112166475 A CN 112166475A CN 201980035460 A CN201980035460 A CN 201980035460A CN 112166475 A CN112166475 A CN 112166475A
Authority
CN
China
Prior art keywords
sound
subject
respiratory
information
breathing
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.)
Pending
Application number
CN201980035460.9A
Other languages
English (en)
Chinese (zh)
Inventor
A·卡兰科维奇
V·杜比内特斯基
Y·纳鲁谢维奇
M·兹阿布科
L·比内特斯卡雅
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.)
Chestpa Co ltd
Original Assignee
Health Network Co
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
Priority claimed from EA201800377 external-priority patent/EA041046B1/ru
Application filed by Health Network Co filed Critical Health Network Co
Publication of CN112166475A publication Critical patent/CN112166475A/zh
Pending legal-status Critical Current

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
    • A61B5/08—Measuring devices for evaluating the respiratory organs
    • 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
    • A61B5/7203—Signal processing specially adapted for physiological signals or for diagnostic purposes for noise prevention, reduction or removal
    • A61B5/7207—Signal processing specially adapted for physiological signals or for diagnostic purposes for noise prevention, reduction or removal of noise induced by motion artifacts
    • 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
    • A61B5/7246—Details of waveform analysis using correlation, e.g. template matching or determination of similarity
    • 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
    • A61B5/74—Details of notification to user or communication with user or patient; User input means
    • A61B5/742—Details of notification to user or communication with user or patient; User input means using visual displays
    • A61B5/743—Displaying an image simultaneously with additional graphical information, e.g. symbols, charts, function plots
    • 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
    • A61B5/7475—User input or interface means, e.g. keyboard, pointing device, joystick
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B7/00—Instruments for auscultation
    • A61B7/003—Detecting lung or respiration noise
    • 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
    • G16H10/00—ICT specially adapted for the handling or processing of patient-related medical or healthcare data
    • G16H10/20—ICT specially adapted for the handling or processing of patient-related medical or healthcare data for electronic clinical trials or questionnaires
    • 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
    • G16H40/00—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices
    • G16H40/60—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices for the operation of medical equipment or devices
    • G16H40/67—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices for the operation of medical equipment or devices for remote operation
    • 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
    • G16H50/20—ICT 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
    • 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
    • A61B5/742—Details of notification to user or communication with user or patient; User input means using visual displays
    • 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

Landscapes

  • Health & Medical Sciences (AREA)
  • Engineering & Computer Science (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Biomedical Technology (AREA)
  • Medical Informatics (AREA)
  • Public Health (AREA)
  • General Health & Medical Sciences (AREA)
  • Molecular Biology (AREA)
  • Animal Behavior & Ethology (AREA)
  • Veterinary Medicine (AREA)
  • Pathology (AREA)
  • Surgery (AREA)
  • Heart & Thoracic Surgery (AREA)
  • Physics & Mathematics (AREA)
  • Biophysics (AREA)
  • Artificial Intelligence (AREA)
  • Physiology (AREA)
  • Signal Processing (AREA)
  • Primary Health Care (AREA)
  • Epidemiology (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Psychiatry (AREA)
  • Pulmonology (AREA)
  • Data Mining & Analysis (AREA)
  • Databases & Information Systems (AREA)
  • Mathematical Physics (AREA)
  • Evolutionary Computation (AREA)
  • General Business, Economics & Management (AREA)
  • Fuzzy Systems (AREA)
  • Business, Economics & Management (AREA)
  • Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
  • Radiology & Medical Imaging (AREA)
  • Measurement Of The Respiration, Hearing Ability, Form, And Blood Characteristics Of Living Organisms (AREA)
  • Theoretical Computer Science (AREA)
  • Computing Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Software Systems (AREA)
  • Computational Linguistics (AREA)
  • Biodiversity & Conservation Biology (AREA)
CN201980035460.9A 2018-05-29 2019-05-17 基于呼吸系统的声音管理呼吸状况 Pending CN112166475A (zh)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
EA201800377 EA041046B1 (ru) 2018-05-29 Способ диагностики заболеваний органов дыхания и система для его реализации
EA201800377A EA201800377A1 (ru) 2018-05-29 2018-05-29 Способ диагностики заболеваний органов дыхания и система для его реализации
PCT/IB2019/020017 WO2019229543A1 (en) 2018-05-29 2019-05-17 Managing respiratory conditions based on sounds of the respiratory system

Publications (1)

Publication Number Publication Date
CN112166475A true CN112166475A (zh) 2021-01-01

Family

ID=66676839

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201980035460.9A Pending CN112166475A (zh) 2018-05-29 2019-05-17 基于呼吸系统的声音管理呼吸状况

Country Status (7)

Country Link
US (2) US20210145306A1 (enExample)
EP (2) EP4451286A3 (enExample)
JP (1) JP2021524958A (enExample)
CN (1) CN112166475A (enExample)
DE (1) DE202019005960U1 (enExample)
EA (1) EA201800377A1 (enExample)
WO (1) WO2019229543A1 (enExample)

Cited By (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN114391827A (zh) * 2022-01-06 2022-04-26 普昶钦 一种基于卷积神经网络的院前肺气肿诊断装置
CN114566238A (zh) * 2022-02-09 2022-05-31 无锡启益医疗科技有限公司 一种基于copd风险判断的被筛查患者auc提升方法
CN114708972A (zh) * 2022-06-06 2022-07-05 安徽省第二人民医院(安徽医学高等专科学校附属医院、安徽省职业病防治院) 一种vte风险预警系统
CN114869224A (zh) * 2022-03-28 2022-08-09 浙江大学 基于协同深度学习和肺部听诊音的肺部疾病分类检测方法
CN115295023A (zh) * 2022-07-29 2022-11-04 深圳市朝阳新舟科技有限公司 一种智能电子听诊咳嗽声的处理方法
CN115969352A (zh) * 2023-01-30 2023-04-18 中日友好医院(中日友好临床医学研究所) 一种基于呼气相频谱分析的儿童咳嗽变异性哮喘诊断仪器
CN116548932A (zh) * 2022-01-29 2023-08-08 华为技术有限公司 一种呼吸系统疾病检测方法、装置和电子设备
CN118675383A (zh) * 2023-03-15 2024-09-20 株式会社远程听诊 听诊评价系统和听诊训练评价方法

Families Citing this family (42)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20220008030A1 (en) * 2018-12-20 2022-01-13 University Of Washington Detection of agonal breathing using a smart device
US11937911B2 (en) * 2019-11-27 2024-03-26 DeepConvo Inc. Systems and methods for analyzing and monitoring lung function using voice and breath sound samples for respiratory care
US20210097727A1 (en) * 2019-09-27 2021-04-01 Audio Analytic Ltd Computer apparatus and method implementing sound detection and responses thereto
US11717253B2 (en) * 2019-11-22 2023-08-08 Richard D. Jones Systems and methods for recording and/or monitoring heart activity
EP4078621A4 (en) * 2019-12-16 2023-12-27 Pfizer Inc. DIAGNOSIS OF RESPIRATORY DISEASES USING PATIENT SOUNDS
JP2023507343A (ja) * 2019-12-16 2023-02-22 レスアップ ヘルス リミテッド 咳嗽自動検出のための方法および装置
US20230015345A1 (en) * 2019-12-20 2023-01-19 Resmed Inc. Systems and methods for copd monitoring
CN114828742A (zh) * 2019-12-27 2022-07-29 京瓷株式会社 控制装置、控制系统以及控制方法
KR20260027247A (ko) * 2020-03-24 2026-02-27 주식회사 씨젠 중앙 관리 서버를 포함하는 모바일 관리 시스템을 통해 호흡기 감염을 관리하는 방법, 서버, 및 컴퓨터 판독 가능 저장 매체
GB202006936D0 (en) * 2020-05-11 2020-06-24 August Int Ltd Virus detection apparatus and method
US12648711B2 (en) * 2020-05-13 2026-06-09 Aiflyf Llc Screening of individuals for a respiratory disease using artificial intelligence
DE102020114070A1 (de) * 2020-05-26 2021-12-02 IDTM GmbH Erweiterte Auskultationsvorrichtung
WO2021248443A1 (en) * 2020-06-12 2021-12-16 Qualcomm Incorporated Generate source code to build secure machine learning engine for edge devices and existing toolchains
IT202000014188A1 (it) 2020-06-15 2020-09-15 Univ Degli Studi Di Modena E Reggio Emilia Dispositivo di tele-auscultazione clinica di suoni corporei
JP2022016972A (ja) * 2020-07-13 2022-01-25 オムロンヘルスケア株式会社 治療支援装置、治療支援方法、及び治療支援プログラム
US12444502B2 (en) * 2020-08-03 2025-10-14 The COVID Detection Foundation Ensemble machine-learning models to detect respiratory syndromes
WO2022031038A1 (ko) * 2020-08-04 2022-02-10 주식회사 에이슬립 사용자의 수면 환경에서 측정된 데이터에 기반하여 수면 상태를 예측하기 위한 컴퓨팅 장치
US12318185B2 (en) * 2020-08-20 2025-06-03 Samsung Electronics Co., Ltd. Breathing measurement and management using an electronic device
JP7533590B2 (ja) * 2020-08-25 2024-08-14 日本電気株式会社 肺音分析システム
JP7639827B2 (ja) * 2020-08-25 2025-03-05 日本電気株式会社 肺音分析システム
WO2022046872A1 (en) * 2020-08-26 2022-03-03 The Johns Hopkins University Methods, systems, and related computer program products for evaluating respiratory pattern
EP4211533A4 (en) * 2020-09-10 2024-09-18 Georgia Tech Research Corporation Multi-modal system and method for tracking respiratory health
US11751774B2 (en) * 2020-11-12 2023-09-12 Unitedhealth Group Incorporated Electronic auscultation and improved identification of auscultation audio samples
US11545256B2 (en) 2020-11-12 2023-01-03 Unitedhealth Group Incorporated Remote monitoring using an array of audio sensors and improved jugular venous pressure (JVP) measurement
WO2022125802A1 (en) * 2020-12-09 2022-06-16 Aural Analytics, Inc. Systems and methods for estimation of forced vital capacity using speech acoustics
EP4266989A4 (en) * 2020-12-22 2024-11-13 Cornell University BIOMEDICAL ACOUSTICS CLASSIFICATION BASED ON IMAGE REPRESENTATION
JP7613930B2 (ja) * 2021-02-03 2025-01-15 キヤノンメディカルシステムズ株式会社 解析装置及び聴診支援システム
US12159646B2 (en) * 2021-03-01 2024-12-03 Express Scripts Strategic Development, Inc. Cough detection system
KR102564404B1 (ko) * 2021-05-13 2023-08-07 연세대학교 산학협력단 합성곱 신경망을 이용한 투석 접근로의 협착 예측 방법 및 장치
JP2024523012A (ja) * 2021-06-09 2024-06-25 スリープ ナンバー コーポレイション 呼吸器疾患分類を判定する機能を備えたベッド
CN113436726B (zh) * 2021-06-29 2022-03-04 南开大学 一种基于多任务分类的肺部病理音自动化分析方法
US20240341715A1 (en) * 2021-08-13 2024-10-17 Newsouth Innovations Pty Limited Method and systems for respiratory sound classification
CN115363621A (zh) * 2021-09-08 2022-11-22 通博映美(武汉)科技有限公司 一种肺音智能在线监测系统
CN114496219A (zh) * 2022-01-10 2022-05-13 五邑大学 基于问闻数据的状态分类方法、设备及存储介质
CN119546230A (zh) 2022-04-17 2025-02-28 科里昂健康有限公司 电子听诊器及诊断算法
KR102502620B1 (ko) 2022-07-22 2023-02-24 스마트사운드주식회사 인공지능을 이용한 질병 분류 방법 및 이를 위한 전자 장치
JP2024098246A (ja) * 2023-01-10 2024-07-23 国立大学法人 宮崎大学 シャント音による異常識別システム、シャント音による異常識別方法及びプログラム
CN115804585B (zh) * 2023-02-08 2023-06-13 浙江大学 一种基于机械通气波形检测气道高阻力的方法及系统
KR20240152607A (ko) * 2023-04-13 2024-10-22 스마트사운드주식회사 청진용 전자 장치 및 그의 동작 방법
US20250049413A1 (en) * 2023-08-09 2025-02-13 Laboratory of Data Discovery for Health Limited Health diagnostic system and a method for analyzing the health of an animal
WO2026053599A1 (ja) * 2024-09-04 2026-03-12 株式会社Micin 情報処理システム、情報処理方法及びプログラム
CN119174617B (zh) * 2024-11-06 2025-02-21 宁波大学附属第一医院 一种智能听诊设备的管控系统及装置

Citations (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2005066045A (ja) * 2003-08-25 2005-03-17 Konica Minolta Medical & Graphic Inc 音データ処理装置及びプログラム
JP2012120688A (ja) * 2010-12-08 2012-06-28 Sony Corp 呼吸状態分析装置、呼吸状態表示装置およびそれらにおける処理方法ならびにプログラム
JP2014030625A (ja) * 2012-08-03 2014-02-20 Sharp Corp 情報処理装置、情報処理方法、制御プログラム、および、記録媒体
WO2014107798A1 (en) * 2013-01-14 2014-07-17 University Health Network Mask and method for breathing disorder identification, characterization and/or diagnosis
US20140276229A1 (en) * 2011-12-13 2014-09-18 Sharp Kabushiki Kaisha Information analyzing apparatus, digital stethoscope, information analyzing method, measurement system, control program, and recording medium
US20150073306A1 (en) * 2012-03-29 2015-03-12 The University Of Queensland Method and apparatus for processing patient sounds
CN105534544A (zh) * 2015-11-26 2016-05-04 北京航空航天大学 一种智能心肺听诊装置
CN105718890A (zh) * 2016-01-22 2016-06-29 北京大学 一种基于卷积神经网络的特定视频检测方法
CN106355248A (zh) * 2016-08-26 2017-01-25 深圳先进技术研究院 一种深度卷积神经网络训练方法及装置
CN107220616A (zh) * 2017-05-25 2017-09-29 北京大学 一种基于自适应权重的双路协同学习的视频分类方法

Family Cites Families (19)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US1777560A (en) 1927-02-23 1930-10-07 Chicago Bridge & Iron Co Floating deck
US5218969A (en) * 1988-02-04 1993-06-15 Blood Line Technology, Inc. Intelligent stethoscope
US7149347B1 (en) 2000-03-02 2006-12-12 Science Applications International Corporation Machine learning of document templates for data extraction
US20070191687A1 (en) * 2003-12-29 2007-08-16 Justus Claus Diagnostic tool for pulmonary diseases
RU2304928C2 (ru) 2005-10-05 2007-08-27 Тихоокеанский океанологический институт им. В.И. Ильичева Дальневосточного отделения Российской академии наук (ТОИ ДВО РАН) Способ акустической диагностики очаговых изменений в легких человека
JP2007159682A (ja) * 2005-12-12 2007-06-28 Mitsubishi Electric Corp 携帯電話端末及び電子聴診器及び遠隔診断システム及び遠隔診断方法
US20110035215A1 (en) * 2007-08-28 2011-02-10 Haim Sompolinsky Method, device and system for speech recognition
RU2354285C1 (ru) 2007-09-11 2009-05-10 Государственное образовательное учреждение высшего профессионального образования "Дагестанская государственная медицинская академия федерального агентства по здравоохранению и социальному развитию" Способ акустического спектрального анализа обструктивных заболеваний легких
US8882683B2 (en) * 2010-11-04 2014-11-11 Panasonic Corporation Physiological sound examination device and physiological sound examination method
CN103687540B (zh) * 2011-05-17 2016-03-16 大学健康网络 使用记录的呼吸音振幅谱图和音高升降曲线诊断osa/csa
JP2013123494A (ja) * 2011-12-13 2013-06-24 Sharp Corp 情報解析装置、情報解析方法、制御プログラム、および、記録媒体
WO2013184315A1 (en) * 2012-06-05 2013-12-12 3M Innovative Properties Company Enhanced auscultatory sensor and analysis for patient diagnosis
WO2015145424A1 (en) * 2014-03-23 2015-10-01 Doc@Home Ltd A system for conducting a remote physical examination
US9697826B2 (en) * 2015-03-27 2017-07-04 Google Inc. Processing multi-channel audio waveforms
RU2716742C1 (ru) 2016-06-30 2020-03-16 Хуавэй Текнолоджиз Ко., Лтд. Способ и устройство для администрирования объекта администрируемой функции
US11712198B2 (en) * 2016-07-11 2023-08-01 B.G. Negev Technologies And Applications Ltd., At Ben-Gurion University Estimation of sleep quality parameters from whole night audio analysis
WO2018176035A1 (en) * 2017-03-24 2018-09-27 The United Of America, As Represented By The Secretary, Department Of Health And Human Services Method and system of building hospital-scale chest x-ray database for entity extraction and weakly-supervised classification and localization of common thorax diseases
CN107292286B (zh) * 2017-07-14 2021-10-22 中国科学院苏州生物医学工程技术研究所 基于机器学习的呼吸音鉴别方法及系统
WO2019194843A1 (en) * 2018-04-05 2019-10-10 Google Llc System and method for generating diagnostic health information using deep learning and sound understanding

Patent Citations (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2005066045A (ja) * 2003-08-25 2005-03-17 Konica Minolta Medical & Graphic Inc 音データ処理装置及びプログラム
JP2012120688A (ja) * 2010-12-08 2012-06-28 Sony Corp 呼吸状態分析装置、呼吸状態表示装置およびそれらにおける処理方法ならびにプログラム
US20140276229A1 (en) * 2011-12-13 2014-09-18 Sharp Kabushiki Kaisha Information analyzing apparatus, digital stethoscope, information analyzing method, measurement system, control program, and recording medium
US20150073306A1 (en) * 2012-03-29 2015-03-12 The University Of Queensland Method and apparatus for processing patient sounds
JP2014030625A (ja) * 2012-08-03 2014-02-20 Sharp Corp 情報処理装置、情報処理方法、制御プログラム、および、記録媒体
WO2014107798A1 (en) * 2013-01-14 2014-07-17 University Health Network Mask and method for breathing disorder identification, characterization and/or diagnosis
CN105534544A (zh) * 2015-11-26 2016-05-04 北京航空航天大学 一种智能心肺听诊装置
CN105718890A (zh) * 2016-01-22 2016-06-29 北京大学 一种基于卷积神经网络的特定视频检测方法
CN106355248A (zh) * 2016-08-26 2017-01-25 深圳先进技术研究院 一种深度卷积神经网络训练方法及装置
CN107220616A (zh) * 2017-05-25 2017-09-29 北京大学 一种基于自适应权重的双路协同学习的视频分类方法

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
韦鹏程等: "《基于R语言数据挖掘的统计与分析》", 31 December 2017, 电子科技大学出版社, pages: 56 - 58 *

Cited By (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN114391827A (zh) * 2022-01-06 2022-04-26 普昶钦 一种基于卷积神经网络的院前肺气肿诊断装置
CN116548932A (zh) * 2022-01-29 2023-08-08 华为技术有限公司 一种呼吸系统疾病检测方法、装置和电子设备
CN114566238A (zh) * 2022-02-09 2022-05-31 无锡启益医疗科技有限公司 一种基于copd风险判断的被筛查患者auc提升方法
CN114869224A (zh) * 2022-03-28 2022-08-09 浙江大学 基于协同深度学习和肺部听诊音的肺部疾病分类检测方法
CN114869224B (zh) * 2022-03-28 2024-11-08 浙江大学 基于协同深度学习和肺部听诊音的肺部疾病分类检测方法
CN114708972A (zh) * 2022-06-06 2022-07-05 安徽省第二人民医院(安徽医学高等专科学校附属医院、安徽省职业病防治院) 一种vte风险预警系统
CN114708972B (zh) * 2022-06-06 2022-09-02 安徽省第二人民医院(安徽医学高等专科学校附属医院、安徽省职业病防治院) 一种vte风险预警系统
CN115295023A (zh) * 2022-07-29 2022-11-04 深圳市朝阳新舟科技有限公司 一种智能电子听诊咳嗽声的处理方法
CN115969352A (zh) * 2023-01-30 2023-04-18 中日友好医院(中日友好临床医学研究所) 一种基于呼气相频谱分析的儿童咳嗽变异性哮喘诊断仪器
CN118675383A (zh) * 2023-03-15 2024-09-20 株式会社远程听诊 听诊评价系统和听诊训练评价方法

Also Published As

Publication number Publication date
EP4451286A2 (en) 2024-10-23
US20260069161A1 (en) 2026-03-12
EA201800377A1 (ru) 2019-12-30
EP3776586B1 (en) 2024-09-18
EP3776586A1 (en) 2021-02-17
EP4451286A3 (en) 2025-03-05
DE202019005960U1 (de) 2023-09-14
US20210145306A1 (en) 2021-05-20
EP3776586C0 (en) 2024-09-18
JP2021524958A (ja) 2021-09-16
WO2019229543A1 (en) 2019-12-05

Similar Documents

Publication Publication Date Title
US20260069161A1 (en) Managing respiratory conditions based on sounds of the respiratory system
Khalifa et al. Non-invasive identification of swallows via deep learning in high resolution cervical auscultation recordings
CN109273085B (zh) 病理呼吸音库的建立方法、呼吸疾病的检测系统及处理呼吸音的方法
US11948690B2 (en) Pulmonary function estimation
US20200388287A1 (en) Intelligent health monitoring
Shi et al. Theory and Application of Audio‐Based Assessment of Cough
US10485449B2 (en) Cough analysis
JP6435257B2 (ja) 患者音を処理するための方法および装置
US20200135334A1 (en) Devices and methods for remotely managing chronic medical conditions
JP5977255B2 (ja) 嚥下障害検出装置及びその作動方法
Sánchez Morillo et al. Computer-aided diagnosis of pneumonia in patients with chronic obstructive pulmonary disease
CN106725532A (zh) 基于语音特征与机器学习的抑郁症自动评估系统和方法
US12138104B2 (en) Respiration rate detection methodology for nebulizers
JP7783629B2 (ja) ぜんそく重症度機械の作動方法およびぜんそく重症度機械
Rahman et al. Towards reliable data collection and annotation to extract pulmonary digital biomarkers using mobile sensors
US20240049981A1 (en) Systems and methods for estimation of forced vital capacity using speech acoustics
Sharma et al. Enhancing medical diagnosis with AI: a focus on respiratory disease detection
WO2022044130A1 (ja) 肺音分析システム
Wen et al. Assessing chronic obstructive pulmonary disease risk based on exhalation and cough sounds
Nabi et al. A telemedicine software application for asthma severity levels identification using wheeze sounds classification
US20250082297A1 (en) Respiration rate detection methodology for nebulizers
Celesti et al. Leveraging audio biomarkers for enriching the tele-monitoring of patients
US20240197201A1 (en) Remote Monitoring of Respiration
Behlau et al. Voice evaluation–contribution of the speech-language pathologist voice specialist–SLP-V: part B. Acoustic analysis, physical examination and correlation of all steps with the medical diagnoses
Lakshmipriya et al. COPD scope: smart clinical pathways for respiratory illness diagnosis and management

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
TA01 Transfer of patent application right
TA01 Transfer of patent application right

Effective date of registration: 20221214

Address after: Brighton

Applicant after: Chestpa Co.,Ltd.

Address before: Narwa, Estonia

Applicant before: Health network Co.

WD01 Invention patent application deemed withdrawn after publication
WD01 Invention patent application deemed withdrawn after publication

Application publication date: 20210101