CN103458777B - 用于吞咽损伤检测的方法和设备 - Google Patents

用于吞咽损伤检测的方法和设备 Download PDF

Info

Publication number
CN103458777B
CN103458777B CN201280013867.XA CN201280013867A CN103458777B CN 103458777 B CN103458777 B CN 103458777B CN 201280013867 A CN201280013867 A CN 201280013867A CN 103458777 B CN103458777 B CN 103458777B
Authority
CN
China
Prior art keywords
swallowing
aspiration
vibration data
event
features
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.)
Expired - Fee Related
Application number
CN201280013867.XA
Other languages
English (en)
Chinese (zh)
Other versions
CN103458777A (zh
Inventor
T·T·K·肖
C·斯蒂尔
E·塞伊迪克
B·C·马鲁佐
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.)
University Health Network
Holland Bloorview Kids Rehabilitation Hospital
Original Assignee
University Health Network
Holland Bloorview Kids Rehabilitation Hospital
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 University Health Network, Holland Bloorview Kids Rehabilitation Hospital filed Critical University Health Network
Publication of CN103458777A publication Critical patent/CN103458777A/zh
Application granted granted Critical
Publication of CN103458777B publication Critical patent/CN103458777B/zh
Expired - Fee Related legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/42—Detecting, measuring or recording for evaluating the gastrointestinal, the endocrine or the exocrine systems
    • A61B5/4205—Evaluating swallowing
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/103—Measuring devices for testing the shape, pattern, colour, size or movement of the body or parts thereof, for diagnostic purposes
    • A61B5/11—Measuring movement of the entire body or parts thereof, e.g. head or hand tremor or mobility of a limb
    • A61B5/1121—Determining geometric values, e.g. centre of rotation or angular range of movement
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/103—Measuring devices for testing the shape, pattern, colour, size or movement of the body or parts thereof, for diagnostic purposes
    • A61B5/11—Measuring movement of the entire body or parts thereof, e.g. head or hand tremor or mobility of a limb
    • A61B5/1123—Discriminating type of movement, e.g. walking or running
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/103—Measuring devices for testing the shape, pattern, colour, size or movement of the body or parts thereof, for diagnostic purposes
    • A61B5/11—Measuring movement of the entire body or parts thereof, e.g. head or hand tremor or mobility of a limb
    • A61B5/1126—Measuring movement of the entire body or parts thereof, e.g. head or hand tremor or mobility of a limb using a particular sensing technique
    • 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
    • A61B5/68—Arrangements of detecting, measuring or recording means, e.g. sensors, in relation to patient
    • A61B5/6801—Arrangements of detecting, measuring or recording means, e.g. sensors, in relation to patient specially adapted to be attached to or worn on the body surface
    • A61B5/6843—Monitoring or controlling sensor contact pressure
    • 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
    • A61B5/7271—Specific aspects of physiological measurement analysis
    • A61B5/7282—Event detection, e.g. detecting unique waveforms indicative of a medical condition
    • 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)
  • Life Sciences & Earth Sciences (AREA)
  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Animal Behavior & Ethology (AREA)
  • Veterinary Medicine (AREA)
  • Biophysics (AREA)
  • Pathology (AREA)
  • Physiology (AREA)
  • Biomedical Technology (AREA)
  • Heart & Thoracic Surgery (AREA)
  • Medical Informatics (AREA)
  • Molecular Biology (AREA)
  • Surgery (AREA)
  • Public Health (AREA)
  • General Health & Medical Sciences (AREA)
  • Artificial Intelligence (AREA)
  • Oral & Maxillofacial Surgery (AREA)
  • Dentistry (AREA)
  • Psychiatry (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Signal Processing (AREA)
  • Gastroenterology & Hepatology (AREA)
  • Endocrinology (AREA)
  • Evolutionary Computation (AREA)
  • Fuzzy Systems (AREA)
  • Mathematical Physics (AREA)
  • Geometry (AREA)
  • Measurement Of The Respiration, Hearing Ability, Form, And Blood Characteristics Of Living Organisms (AREA)
  • Measuring And Recording Apparatus For Diagnosis (AREA)
CN201280013867.XA 2011-01-18 2012-01-18 用于吞咽损伤检测的方法和设备 Expired - Fee Related CN103458777B (zh)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US201161433750P 2011-01-18 2011-01-18
US61/433,750 2011-01-18
PCT/CA2012/000036 WO2012097436A1 (en) 2011-01-18 2012-01-18 Method and device for swallowing impairment detection

Publications (2)

Publication Number Publication Date
CN103458777A CN103458777A (zh) 2013-12-18
CN103458777B true CN103458777B (zh) 2016-11-09

Family

ID=46515041

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201280013867.XA Expired - Fee Related CN103458777B (zh) 2011-01-18 2012-01-18 用于吞咽损伤检测的方法和设备

Country Status (8)

Country Link
US (3) US9687191B2 (https=)
EP (1) EP2665408B1 (https=)
JP (1) JP5977255B2 (https=)
CN (1) CN103458777B (https=)
AU (1) AU2012208912B2 (https=)
BR (1) BR112013018168A2 (https=)
CA (1) CA2824787A1 (https=)
WO (1) WO2012097436A1 (https=)

Families Citing this family (48)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US8992446B2 (en) * 2009-06-21 2015-03-31 Holland Bloorview Kids Rehabilitation Hospital Procedure for denoising dual-axis swallowing accelerometry signals
NZ624922A (en) 2009-10-01 2016-05-27 Adare Pharmaceuticals Inc Orally administered corticosteroid compositions
WO2012097436A1 (en) * 2011-01-18 2012-07-26 Toronto Rehabilitation Institute Method and device for swallowing impairment detection
EP3925523A1 (en) * 2012-06-19 2021-12-22 Société des Produits Nestlé S.A. Apparatuses for detecting and/or diagnosing swallowing disorders
US9189750B1 (en) * 2013-03-15 2015-11-17 The Mathworks, Inc. Methods and systems for sequential feature selection based on significance testing
WO2015034678A2 (en) 2013-09-06 2015-03-12 Aptalis Pharmatech, Inc. Corticosteroid containing orally disintegrating tablet compositions for eosinophilic esophagitis
US20160235353A1 (en) * 2013-09-22 2016-08-18 Momsense Ltd. System and method for detecting infant swallowing
KR20160096905A (ko) * 2015-02-06 2016-08-17 아주대학교산학협력단 코골이 검출 장치 및 방법
US10542961B2 (en) 2015-06-15 2020-01-28 The Research Foundation For The State University Of New York System and method for infrasonic cardiac monitoring
US10063369B1 (en) * 2015-12-16 2018-08-28 Verily Life Sciences Llc Time synchronization of multi-modality measurements
WO2017137844A1 (en) * 2016-02-09 2017-08-17 Holland Bloorview Kids Rehabilitation Hospital Signal trimming and false positive reduction of post-segmentation swallowing accelerometry data
KR101793816B1 (ko) * 2016-02-29 2017-11-06 건양대학교산학협력단 연하장애 진단보조를 위한 모니터링 시스템
JP6975952B2 (ja) * 2016-07-08 2021-12-01 国立大学法人岩手大学 生体の動作識別システム及び生体の動作識別方法
EP3498165B1 (en) * 2016-08-15 2021-10-06 PLIMES Inc. Swallowing action measuring device and swallowing action supporting system
WO2018035073A1 (en) * 2016-08-17 2018-02-22 University Of Pittsburgh-Of The Commonwealth System Of Higher Education Deep learning for classification of swallows
TWI728172B (zh) 2016-08-18 2021-05-21 美商愛戴爾製藥股份有限公司 治療嗜伊紅性食道炎之方法
JP6998518B2 (ja) * 2016-08-24 2022-01-18 パナソニックＩｐマネジメント株式会社 運動機能推定情報生成装置、運動機能推定システム、運動機能推定情報生成方法、運動機能推定方法及び記録媒体
JP6742620B2 (ja) * 2016-10-14 2020-08-26 公立大学法人大阪 嚥下診断装置およびプログラム
US11832969B2 (en) * 2016-12-22 2023-12-05 The Johns Hopkins University Machine learning approach to beamforming
AU2018225827A1 (en) * 2017-02-24 2019-08-15 Holland Bloorview Kids Rehabilitation Hospital Systems and methods of automatic cough identification
US11490853B2 (en) * 2017-02-28 2022-11-08 Societe Des Produits Nestle S.A. Methods and devices using meta-features extracted from accelerometry signals for swallowing impairment detection
EP3589184A1 (en) * 2017-02-28 2020-01-08 Société des Produits Nestlé S.A. Methods and devices using swallowing accelerometry signals for swallowing impairment detection
US11963789B2 (en) * 2017-03-22 2024-04-23 The Trustees Of Indiana University Measuring and/or characterizing feeding behavior
US20200155057A1 (en) * 2017-07-27 2020-05-21 Holland Bloorview Kids Rehabilitation Hospital Automatic detection of aspiration-penetration using swallowing accelerometry signals
AU2018314497B2 (en) * 2017-08-07 2023-11-16 Societe Des Produits Nestle S.A. Methods and devices for determining signal quality for a swallowing impairment classification model
US20190073448A1 (en) 2017-09-05 2019-03-07 International Business Machines Corporation Monitoring and determining the state of health of a user
CN108175411B (zh) * 2017-12-01 2021-04-02 代润萱 检测装置及检测方法、腰带及腰带使用方法
CN108030480A (zh) * 2018-02-02 2018-05-15 别慧玲 一种儿科临床智能诊断监测装置
MY208960A (en) * 2018-05-23 2025-06-13 Panasonic Ip Man Co Ltd Swallowing function evaluation method, program, swallowing function evaluation device, and swallowing function evaluation system
CN112804941A (zh) * 2018-06-14 2021-05-14 斯特拉多斯实验室公司 用于检测生理事件的装置和方法
EP3598933A1 (en) 2018-06-26 2020-01-29 Koninklijke Philips N.V. Monitoring swallowing in a subject
WO2020055506A1 (en) * 2018-09-12 2020-03-19 St. Jude Medical, Cardiology Division, Inc. System and method for generating three dimensional geometric models of anatomical regions
CA3125073A1 (en) * 2019-02-13 2020-08-20 Societe Des Produits Nestle S.A. Methods and devices for screening swallowing impairment
WO2021059844A1 (ja) * 2019-09-24 2021-04-01 パナソニックＩｐマネジメント株式会社 レシピ出力方法、レシピ出力システム
CN110742618A (zh) * 2019-10-29 2020-02-04 南通大学 一种吞咽智能检测系统
WO2021174020A1 (en) 2020-02-27 2021-09-02 Innovative Therapeutix, Inc. Infant feeding reinforcement system
US12465556B2 (en) 2020-02-27 2025-11-11 Innovative Therapeutix, Inc. Infant feeding reinforcement system
WO2022013940A1 (ja) * 2020-07-14 2022-01-20 オリンパス株式会社 嚥下検査用システム、嚥下検査方法及び嚥下検査プログラムを記録した記録媒体
US11941497B2 (en) * 2020-09-30 2024-03-26 Alteryx, Inc. System and method of operationalizing automated feature engineering
CN112885458A (zh) * 2021-02-04 2021-06-01 中南大学 一种吞咽能力检测设备、方法及存储介质
CN112820405A (zh) * 2021-03-22 2021-05-18 四川大学华西医院 基于喉部振动信息的吞咽障碍识别方法、设备及装置
IL286883B2 (en) * 2021-09-30 2024-02-01 Mor Research Applic Ltd A wearable device for measuring ingestion in real time
KR102854426B1 (ko) * 2022-01-11 2025-09-04 서울대학교병원 음성 분석을 이용한 연하 장애에 관한 보조 정보를 제공하는 방법
WO2024010690A1 (en) 2022-07-08 2024-01-11 Cardiac Pacemakers, Inc. Systems and methods for clustering physiological events
WO2024119188A1 (en) * 2022-12-02 2024-06-06 Sipple Care, Inc. Dynamic infant oral-motor assessment and feedback
CN116153501B (zh) * 2023-02-23 2023-08-18 广州医科大学附属第一医院（广州呼吸中心） 用于吞咽损伤检测的方法和设备
CN116671873B (zh) * 2023-07-26 2024-05-24 北京大学 基于吞咽振动信号分析的吞咽障碍自动诊断系统
CN117064344B (zh) * 2023-10-16 2023-12-22 中国人民解放军总医院第二医学中心 一种多模态刺激的吞咽障碍治疗方法及其系统

Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20050283096A1 (en) * 2004-06-17 2005-12-22 Bloorview Macmillan Children's Centre, A Corp. Registered Under The Ontario Corporations Act Apparatus and method for detecting swallowing activity
US20100160833A1 (en) * 2008-10-29 2010-06-24 Tom Chau Method and system of segmentation and time duration analysis of dual-axis swallowing accelerometry signals

Family Cites Families (30)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2935565B2 (ja) * 1989-06-28 1999-08-16 ジモン，デーヴィッド・エス バルーンタンポン挿入装置と、それを位置づける方法
DE19538925C2 (de) * 1995-10-19 2000-07-27 Wieland Friedmund Vorrichtung zur Auswertung eines Narkose- oder Intensiv-EEG
EP1161178A2 (en) * 1998-12-23 2001-12-12 Medispectra Inc. Systems and methods for optical examination of samples
US6768918B2 (en) * 2002-07-10 2004-07-27 Medispectra, Inc. Fluorescent fiberoptic probe for tissue health discrimination and method of use thereof
FI20025039A0 (fi) * 2002-08-16 2002-08-16 Joni Kettunen Menetelmä II fysiologisen signaalin analysoimiseksi
EP2428159B1 (en) * 2003-02-27 2016-04-20 Nellcor Puritan Bennett Ireland Analysing and processing photoplethysmographic signals by wavelet transform analysis
US8064979B2 (en) * 2003-06-09 2011-11-22 General Electric Company Tempero-spatial physiological signal detection method and apparatus
US20050113673A1 (en) * 2003-11-26 2005-05-26 Avinash Gobal B. Method and system to reduce motion-related image artifacts during breath holding
WO2005117693A1 (en) * 2004-05-27 2005-12-15 Children's Medical Center Corporation Patient-specific seizure onset detection system
US9138171B2 (en) * 2004-06-17 2015-09-22 Holland Bloorview Kids Rehabilitation Hospital System and method for detecting swallowing activity
US9820658B2 (en) * 2006-06-30 2017-11-21 Bao Q. Tran Systems and methods for providing interoperability among healthcare devices
US7819812B2 (en) * 2004-12-15 2010-10-26 Neuropace, Inc. Modulation and analysis of cerebral perfusion in epilepsy and other neurological disorders
CN101916359B (zh) * 2005-01-27 2012-06-20 剑桥研究和仪器设备股份有限公司 把样本的不同区域分类到相应类别的方法和设备
WO2006119186A2 (en) * 2005-05-02 2006-11-09 University Of Virginia Patent Foundation Systems, devices, and methods for interpreting movement
US8388561B2 (en) * 2005-07-01 2013-03-05 The United States Of America, As Represented By The Secretary, Department Of Health And Human Services Systems and methods for recovery from motor control via stimulation to a substituted site to an affected area
US8152731B2 (en) * 2006-02-10 2012-04-10 Inovise Medical, Inc. Wavelet transform and pattern recognition method for heart sound analysis
JP4895655B2 (ja) * 2006-03-29 2012-03-14 住友大阪セメント株式会社 嚥下機能評価装置
JP5077522B2 (ja) * 2006-07-12 2012-11-21 株式会社東京技研 摂食機能測定装置
US8652040B2 (en) * 2006-12-19 2014-02-18 Valencell, Inc. Telemetric apparatus for health and environmental monitoring
US8768447B2 (en) * 2007-01-09 2014-07-01 General Electric Company Processing of physiological signal data in patient monitoring
US8023710B2 (en) * 2007-02-12 2011-09-20 The United States Of America As Represented By The Secretary Of The Department Of Health And Human Services Virtual colonoscopy via wavelets
WO2008157622A1 (en) * 2007-06-18 2008-12-24 University Of Pittsburgh-Of The Commonwealth System Of Higher Education Method, apparatus and system for food intake and physical activity assessment
WO2009001449A1 (ja) 2007-06-27 2008-12-31 Pioneer Corporation 聴取装置
JP2008216991A (ja) 2008-01-29 2008-09-18 Fujitsu Ten Ltd 表示装置
US20090275853A1 (en) * 2008-04-30 2009-11-05 The General Electric Company Method and apparatus for monitoring physiological state of a subject
US20110055121A1 (en) * 2008-09-29 2011-03-03 Ankur Datta System and method for identifying an observed phenemenon
US8696568B2 (en) * 2009-01-15 2014-04-15 Nestec S.A. Methods, system and kit for diagnosing and treating dysphagia
JP5789199B2 (ja) * 2009-02-25 2015-10-07 ヴァレンセル，インコーポレイテッド ヘッドセット及びイアバッド
US8992446B2 (en) 2009-06-21 2015-03-31 Holland Bloorview Kids Rehabilitation Hospital Procedure for denoising dual-axis swallowing accelerometry signals
WO2012097436A1 (en) * 2011-01-18 2012-07-26 Toronto Rehabilitation Institute Method and device for swallowing impairment detection

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20050283096A1 (en) * 2004-06-17 2005-12-22 Bloorview Macmillan Children's Centre, A Corp. Registered Under The Ontario Corporations Act Apparatus and method for detecting swallowing activity
CN101005799A (zh) * 2004-06-17 2007-07-25 布卢尔维尔麦克米兰儿童中心 检测吞咽活动的系统和方法
US20100160833A1 (en) * 2008-10-29 2010-06-24 Tom Chau Method and system of segmentation and time duration analysis of dual-axis swallowing accelerometry signals

Also Published As

Publication number Publication date
US9687191B2 (en) 2017-06-27
AU2012208912A1 (en) 2013-08-01
EP2665408A4 (en) 2018-04-25
AU2012208912B2 (en) 2016-03-03
BR112013018168A2 (pt) 2018-09-25
US20140228714A1 (en) 2014-08-14
JP2014502548A (ja) 2014-02-03
EP2665408A1 (en) 2013-11-27
US20130184538A1 (en) 2013-07-18
WO2012097436A1 (en) 2012-07-26
CA2824787A1 (en) 2012-07-26
EP2665408B1 (en) 2021-08-11
US11033221B2 (en) 2021-06-15
US20180000403A1 (en) 2018-01-04
CN103458777A (zh) 2013-12-18
JP5977255B2 (ja) 2016-08-24

Similar Documents

Publication Publication Date Title
CN103458777B (zh) 用于吞咽损伤检测的方法和设备
Steele et al. Noninvasive detection of thin-liquid aspiration using dual-axis swallowing accelerometry
US11490853B2 (en) Methods and devices using meta-features extracted from accelerometry signals for swallowing impairment detection
US20220322996A1 (en) Methods and devices using swallowing accelerometry signals for swallowing impairment detection
US20220125372A1 (en) Methods and devices for screening swallowing impairment
WO2013086615A1 (en) Device and method for detecting congenital dysphagia
JP7222973B2 (ja) 嚥下障害分類モデルの信号品質を判定するための方法及びデバイス
Luo et al. Towards non-invasive swallowing assessment: an AI-powered interface for swallowing kinematic analysis using high-resolution cervical auscultation
US20200155057A1 (en) Automatic detection of aspiration-penetration using swallowing accelerometry signals
CA2770223A1 (en) Method and device for swallowing impairement detection

Legal Events

Date Code Title Description
C06 Publication
PB01 Publication
C10 Entry into substantive examination
SE01 Entry into force of request for substantive examination
C14 Grant of patent or utility model
GR01 Patent grant
CF01 Termination of patent right due to non-payment of annual fee

Granted publication date: 20161109

Termination date: 20220118

CF01 Termination of patent right due to non-payment of annual fee