WO1999045452A3 - Reseau neural artificiel de prediction de troubles respiratoires et sa methode de developpement - Google Patents

Reseau neural artificiel de prediction de troubles respiratoires et sa methode de developpement Download PDF

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Publication number
WO1999045452A3
WO1999045452A3 PCT/US1999/004808 US9904808W WO9945452A3 WO 1999045452 A3 WO1999045452 A3 WO 1999045452A3 US 9904808 W US9904808 W US 9904808W WO 9945452 A3 WO9945452 A3 WO 9945452A3
Authority
WO
WIPO (PCT)
Prior art keywords
neural network
artificial neural
developing
same
respiratory disturbances
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.)
Ceased
Application number
PCT/US1999/004808
Other languages
English (en)
Other versions
WO1999045452A2 (fr
Inventor
Brydon J B Grant
Ali A El-Solh
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.)
Research Foundation of the State University of New York
Original Assignee
Research Foundation of the State University of New York
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 Research Foundation of the State University of New York filed Critical Research Foundation of the State University of New York
Priority to JP2000534930A priority Critical patent/JP2002505892A/ja
Priority to AU29844/99A priority patent/AU2984499A/en
Priority to EP99911125A priority patent/EP1068567A2/fr
Priority to CA002323059A priority patent/CA2323059A1/fr
Publication of WO1999045452A2 publication Critical patent/WO1999045452A2/fr
Publication of WO1999045452A3 publication Critical patent/WO1999045452A3/fr
Anticipated expiration legal-status Critical
Ceased legal-status Critical Current

Links

Classifications

    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/48—Other medical applications
    • A61B5/4806—Sleep evaluation
    • A61B5/4818—Sleep apnoea
    • 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
    • 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
    • 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
    • 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)
  • Medical Informatics (AREA)
  • Public Health (AREA)
  • General Health & Medical Sciences (AREA)
  • Biomedical Technology (AREA)
  • Pathology (AREA)
  • Primary Health Care (AREA)
  • Surgery (AREA)
  • Veterinary Medicine (AREA)
  • Animal Behavior & Ethology (AREA)
  • Epidemiology (AREA)
  • Physics & Mathematics (AREA)
  • Molecular Biology (AREA)
  • Biophysics (AREA)
  • Heart & Thoracic Surgery (AREA)
  • Data Mining & Analysis (AREA)
  • Pulmonology (AREA)
  • Physiology (AREA)
  • Databases & Information Systems (AREA)
  • Measurement Of The Respiration, Hearing Ability, Form, And Blood Characteristics Of Living Organisms (AREA)

Abstract

Méthode de prédiction de troubles respiratoires et méthode de développement d'un réseau neural artificiel. Les entrées dans la méthode et le réseau neural artificiel de la présente invention sont les réponses données par une personne à une série de questions. Le résultat en sortie du réseau neural artificiel est un indice théorique de troubles respiratoires.
PCT/US1999/004808 1998-03-06 1999-03-05 Reseau neural artificiel de prediction de troubles respiratoires et sa methode de developpement Ceased WO1999045452A2 (fr)

Priority Applications (4)

Application Number Priority Date Filing Date Title
JP2000534930A JP2002505892A (ja) 1998-03-06 1999-03-05 呼吸障害を予測する人工神経網およびそれを発展させる方法
AU29844/99A AU2984499A (en) 1998-03-06 1999-03-05 Artificial neural network for predicting respiratory disturbances and method fordeveloping the same
EP99911125A EP1068567A2 (fr) 1998-03-06 1999-03-05 Reseau neural artificiel de prediction de troubles respiratoires et sa methode de developpement
CA002323059A CA2323059A1 (fr) 1998-03-06 1999-03-05 Reseau neural artificiel de prediction de troubles respiratoires et sa methode de developpement

Applications Claiming Priority (4)

Application Number Priority Date Filing Date Title
US7713298P 1998-03-06 1998-03-06
US7714898P 1998-03-06 1998-03-06
US60/077,132 1998-03-06
US60/077,148 1998-03-06

Publications (2)

Publication Number Publication Date
WO1999045452A2 WO1999045452A2 (fr) 1999-09-10
WO1999045452A3 true WO1999045452A3 (fr) 1999-11-18

Family

ID=26758924

Family Applications (1)

Application Number Title Priority Date Filing Date
PCT/US1999/004808 Ceased WO1999045452A2 (fr) 1998-03-06 1999-03-05 Reseau neural artificiel de prediction de troubles respiratoires et sa methode de developpement

Country Status (5)

Country Link
EP (1) EP1068567A2 (fr)
JP (1) JP2002505892A (fr)
AU (1) AU2984499A (fr)
CA (1) CA2323059A1 (fr)
WO (1) WO1999045452A2 (fr)

Families Citing this family (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2003008027A1 (fr) * 2001-07-19 2003-01-30 Resmed Ltd. Assistance respiratoire sous pression de patients
US8660971B2 (en) * 2008-10-15 2014-02-25 Koninklijke Philips N.V. System and method for detecting respiratory insufficiency in the breathing of a subject
KR102327062B1 (ko) * 2018-03-20 2021-11-17 딜로이트컨설팅유한회사 임상시험 결과 예측 장치 및 방법
CA3089395A1 (fr) * 2020-06-18 2021-12-18 University Of Manitoba Systemes et methodes pour verifier l`apnee du sommeil obstructive pendant l`etat eveille au moyen de renseignements anthropometriques et des bruits de respiration tracheaux

Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5839438A (en) * 1996-09-10 1998-11-24 Neuralmed, Inc. Computer-based neural network system and method for medical diagnosis and interpretation

Patent Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5839438A (en) * 1996-09-10 1998-11-24 Neuralmed, Inc. Computer-based neural network system and method for medical diagnosis and interpretation

Also Published As

Publication number Publication date
AU2984499A (en) 1999-09-20
CA2323059A1 (fr) 1999-09-10
JP2002505892A (ja) 2002-02-26
EP1068567A2 (fr) 2001-01-17
WO1999045452A2 (fr) 1999-09-10

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