CN114730629A - 基于语音的呼吸预测 - Google Patents

基于语音的呼吸预测 Download PDF

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Publication number
CN114730629A
CN114730629A CN202080080101.8A CN202080080101A CN114730629A CN 114730629 A CN114730629 A CN 114730629A CN 202080080101 A CN202080080101 A CN 202080080101A CN 114730629 A CN114730629 A CN 114730629A
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China
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subject
speech
time
machine learning
signal
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Pending
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CN202080080101.8A
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English (en)
Chinese (zh)
Inventor
A·S·哈玛
F·维卡里奥
V·S·纳兰西格尔
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Koninklijke Philips NV
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Koninklijke Philips NV
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Publication of CN114730629A publication Critical patent/CN114730629A/zh
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    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61M—DEVICES FOR INTRODUCING MEDIA INTO, OR ONTO, THE BODY; DEVICES FOR TRANSDUCING BODY MEDIA OR FOR TAKING MEDIA FROM THE BODY; DEVICES FOR PRODUCING OR ENDING SLEEP OR STUPOR
    • A61M16/00—Devices for influencing the respiratory system of patients by gas treatment, e.g. ventilators; Tracheal tubes
    • A61M16/021—Devices for influencing the respiratory system of patients by gas treatment, e.g. ventilators; Tracheal tubes operated by electrical means
    • A61M16/022—Control means therefor
    • A61M16/024—Control means therefor including calculation means, e.g. using a processor
    • A61M16/026—Control means therefor including calculation means, e.g. using a processor specially adapted for predicting, e.g. for determining an information representative of a flow limitation during a ventilation cycle by using a root square technique or a regression analysis
    • 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
    • G16H20/00—ICT specially adapted for therapies or health-improving plans, e.g. for handling prescriptions, for steering therapy or for monitoring patient compliance
    • G16H20/40—ICT specially adapted for therapies or health-improving plans, e.g. for handling prescriptions, for steering therapy or for monitoring patient compliance relating to mechanical, radiation or invasive therapies, e.g. surgery, laser therapy, dialysis or acupuncture
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61M—DEVICES FOR INTRODUCING MEDIA INTO, OR ONTO, THE BODY; DEVICES FOR TRANSDUCING BODY MEDIA OR FOR TAKING MEDIA FROM THE BODY; DEVICES FOR PRODUCING OR ENDING SLEEP OR STUPOR
    • A61M16/00—Devices for influencing the respiratory system of patients by gas treatment, e.g. ventilators; Tracheal tubes
    • A61M16/0003—Accessories therefor, e.g. sensors, vibrators, negative pressure
    • G—PHYSICS
    • G10—MUSICAL INSTRUMENTS; ACOUSTICS
    • G10L—SPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
    • G10L15/00—Speech recognition
    • G10L15/06—Creation of reference templates; Training of speech recognition systems, e.g. adaptation to the characteristics of the speaker's voice
    • G10L15/063—Training
    • G—PHYSICS
    • G10—MUSICAL INSTRUMENTS; ACOUSTICS
    • G10L—SPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
    • G10L15/00—Speech recognition
    • G10L15/08—Speech classification or search
    • G10L15/16—Speech classification or search using artificial neural networks
    • 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
    • G16H50/50—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for simulation or modelling of medical disorders
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61M—DEVICES FOR INTRODUCING MEDIA INTO, OR ONTO, THE BODY; DEVICES FOR TRANSDUCING BODY MEDIA OR FOR TAKING MEDIA FROM THE BODY; DEVICES FOR PRODUCING OR ENDING SLEEP OR STUPOR
    • A61M16/00—Devices for influencing the respiratory system of patients by gas treatment, e.g. ventilators; Tracheal tubes
    • A61M16/0003—Accessories therefor, e.g. sensors, vibrators, negative pressure
    • A61M2016/0015—Accessories therefor, e.g. sensors, vibrators, negative pressure inhalation detectors
    • A61M2016/0018—Accessories therefor, e.g. sensors, vibrators, negative pressure inhalation detectors electrical
    • A61M2016/0021—Accessories therefor, e.g. sensors, vibrators, negative pressure inhalation detectors electrical with a proportional output signal, e.g. from a thermistor
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61M—DEVICES FOR INTRODUCING MEDIA INTO, OR ONTO, THE BODY; DEVICES FOR TRANSDUCING BODY MEDIA OR FOR TAKING MEDIA FROM THE BODY; DEVICES FOR PRODUCING OR ENDING SLEEP OR STUPOR
    • A61M2205/00—General characteristics of the apparatus
    • A61M2205/50—General characteristics of the apparatus with microprocessors or computers
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61M—DEVICES FOR INTRODUCING MEDIA INTO, OR ONTO, THE BODY; DEVICES FOR TRANSDUCING BODY MEDIA OR FOR TAKING MEDIA FROM THE BODY; DEVICES FOR PRODUCING OR ENDING SLEEP OR STUPOR
    • A61M2230/00—Measuring parameters of the user
    • A61M2230/40—Respiratory characteristics
    • A61M2230/42—Rate

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  • Engineering & Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • Public Health (AREA)
  • General Health & Medical Sciences (AREA)
  • Biomedical Technology (AREA)
  • Medical Informatics (AREA)
  • Emergency Medicine (AREA)
  • Human Computer Interaction (AREA)
  • Multimedia (AREA)
  • Acoustics & Sound (AREA)
  • Physics & Mathematics (AREA)
  • Audiology, Speech & Language Pathology (AREA)
  • Computational Linguistics (AREA)
  • Artificial Intelligence (AREA)
  • Veterinary Medicine (AREA)
  • Pulmonology (AREA)
  • Anesthesiology (AREA)
  • Heart & Thoracic Surgery (AREA)
  • Hematology (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Animal Behavior & Ethology (AREA)
  • Primary Health Care (AREA)
  • Epidemiology (AREA)
  • Evolutionary Computation (AREA)
  • Data Mining & Analysis (AREA)
  • Urology & Nephrology (AREA)
  • Surgery (AREA)
  • Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
  • Pathology (AREA)
  • Databases & Information Systems (AREA)
  • Measurement Of The Respiration, Hearing Ability, Form, And Blood Characteristics Of Living Organisms (AREA)
CN202080080101.8A 2019-11-18 2020-11-17 基于语音的呼吸预测 Pending CN114730629A (zh)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US201962936811P 2019-11-18 2019-11-18
US62/936,811 2019-11-18
PCT/EP2020/082311 WO2021099279A1 (en) 2019-11-18 2020-11-17 Speech-based breathing prediction

Publications (1)

Publication Number Publication Date
CN114730629A true CN114730629A (zh) 2022-07-08

Family

ID=73476106

Family Applications (1)

Application Number Title Priority Date Filing Date
CN202080080101.8A Pending CN114730629A (zh) 2019-11-18 2020-11-17 基于语音的呼吸预测

Country Status (5)

Country Link
US (1) US11752288B2 (https=)
EP (1) EP4062418B1 (https=)
JP (1) JP7775189B2 (https=)
CN (1) CN114730629A (https=)
WO (1) WO2021099279A1 (https=)

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* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2021127228A1 (en) 2019-12-17 2021-06-24 Starkey Laboratories, Inc. Hearing assistance systems and methods for monitoring emotional state
US20220157434A1 (en) * 2020-11-16 2022-05-19 Starkey Laboratories, Inc. Ear-wearable device systems and methods for monitoring emotional state
CN115518247B (zh) * 2021-06-25 2025-11-11 北京肿瘤医院(北京大学肿瘤医院) 一种维持肿瘤放疗患者规律呼吸的系统和方法
JP7356666B2 (ja) * 2021-08-26 2023-10-05 株式会社CaTe プログラム、情報処理装置、および情報処理方法
CN113936663B (zh) * 2021-12-03 2025-03-07 上海交通大学 困难气道的检测方法及其电子设备和存储介质
US20230380793A1 (en) 2022-05-27 2023-11-30 Samsung Electronics Co., Ltd. System and method for deep audio spectral processing for respiration rate and depth estimation using smart earbuds
CN115120227B (zh) * 2022-06-20 2024-10-29 山东大学 一种基于动态模式识别的腺样体识别系统和方法
KR102814045B1 (ko) * 2022-09-14 2025-05-29 주식회사 웨이센 스마트폰으로 수집한 음향데이터의 기침, 호흡 구간 검출 및 이상구간 분류 방법
EP4386749A1 (en) * 2022-12-15 2024-06-19 Koninklijke Philips N.V. Speech processing of audio signal

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
FR2334374A1 (fr) * 1975-12-08 1977-07-08 Normalair Garrett Holdings Perfectionnement aux systemes pour delivrer des gaz respirables, notamment a bord des engins aeriens
CN103501696A (zh) * 2011-04-01 2014-01-08 瓦里安医疗系统公司 使用信号-相位直方图预测呼吸信号并测定呼吸的非周期性
WO2014045257A1 (en) * 2012-09-24 2014-03-27 Koninklijke Philips N.V. System and method for determining a person's breathing
CN104135925A (zh) * 2012-02-20 2014-11-05 佛罗里达大学研究基金会有限公司 用于预测呼吸功的方法及设备
CN107647868A (zh) * 2012-09-19 2018-02-02 瑞思迈传感器技术有限公司 用于确定睡眠阶段的系统和方法

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US5806515A (en) 1997-03-28 1998-09-15 Passy-Muir, Inc. Supplemental oxygen adapter for tracheostomy speaking valves
EP1893265B1 (en) * 2005-06-14 2013-12-04 ResMed Limited Apparatus for improving cpap patient compliance
US7305988B2 (en) 2005-12-22 2007-12-11 The General Electric Company Integrated ventilator nasal trigger and gas monitoring system
JP2008086741A (ja) * 2005-12-26 2008-04-17 Akira Tomono 呼吸検出型化学物質提示装置、および、呼吸検出装置
JP2011522621A (ja) 2008-06-06 2011-08-04 ネルコー ピューリタン ベネット エルエルシー 患者の努力に比例した換気のためのシステムおよび方法
JP2010145952A (ja) 2008-12-22 2010-07-01 Daiichikosho Co Ltd マイクロホンから歌唱者に酸素を過給するカラオケ装置
WO2010115168A1 (en) * 2009-04-02 2010-10-07 Breathe Technologies, Inc. Methods, systems and devices for non-invasive open ventilation with gas delivery nozzles within an outer tube
JP5647455B2 (ja) * 2010-07-30 2014-12-24 インターナショナル・ビジネス・マシーンズ・コーポレーションＩｎｔｅｒｎａｔｉｏｎａｌ Ｂｕｓｉｎｅｓｓ Ｍａｃｈｉｎｅｓ Ｃｏｒｐｏｒａｔｉｏｎ 音声に含まれる吸気音を検出する装置、方法、及びプログラム
NZ705875A (en) 2012-08-22 2017-09-29 Resmed Paris Sas Breathing assistance system with speech detection
US20170296094A1 (en) 2016-04-15 2017-10-19 Msa Technology, Llc Breathing apparatus with system-integrated breathing sensor system

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
FR2334374A1 (fr) * 1975-12-08 1977-07-08 Normalair Garrett Holdings Perfectionnement aux systemes pour delivrer des gaz respirables, notamment a bord des engins aeriens
CN103501696A (zh) * 2011-04-01 2014-01-08 瓦里安医疗系统公司 使用信号-相位直方图预测呼吸信号并测定呼吸的非周期性
CN104135925A (zh) * 2012-02-20 2014-11-05 佛罗里达大学研究基金会有限公司 用于预测呼吸功的方法及设备
CN107647868A (zh) * 2012-09-19 2018-02-02 瑞思迈传感器技术有限公司 用于确定睡眠阶段的系统和方法
WO2014045257A1 (en) * 2012-09-24 2014-03-27 Koninklijke Philips N.V. System and method for determining a person's breathing

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JP7775189B2 (ja) 2025-11-25
US20210146082A1 (en) 2021-05-20
JP2023501176A (ja) 2023-01-18
US11752288B2 (en) 2023-09-12
EP4062418B1 (en) 2024-08-14
WO2021099279A1 (en) 2021-05-27
EP4062418A1 (en) 2022-09-28

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