HK1095503A1 - Method for classifying cardiography data - Google Patents

Method for classifying cardiography data

Info

Publication number
HK1095503A1
HK1095503A1 HK07101456.8A HK07101456A HK1095503A1 HK 1095503 A1 HK1095503 A1 HK 1095503A1 HK 07101456 A HK07101456 A HK 07101456A HK 1095503 A1 HK1095503 A1 HK 1095503A1
Authority
HK
Hong Kong
Prior art keywords
classifying
cardiography
cardiography data
data
classifying cardiography
Prior art date
Application number
HK07101456.8A
Other languages
English (en)
Inventor
Karsten Sternickel
Mark J Embrechts
Boleslaw K Szymanski
Original Assignee
Cardiomag Imaginginc Cmi
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 Cardiomag Imaginginc Cmi filed Critical Cardiomag Imaginginc Cmi
Publication of HK1095503A1 publication Critical patent/HK1095503A1/xx

Links

Classifications

    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/72—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
    • A61B5/24—Detecting, measuring or recording bioelectric or biomagnetic signals of the body or parts thereof
    • A61B5/242—Detecting biomagnetic fields, e.g. magnetic fields produced by bioelectric currents
    • A61B5/243—Detecting biomagnetic fields, e.g. magnetic fields produced by bioelectric currents specially adapted for magnetocardiographic [MCG] signals
    • 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
    • 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
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G06N3/086—Learning methods using evolutionary algorithms, e.g. genetic algorithms or genetic programming
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B2560/00—Constructional details of operational features of apparatus; Accessories for medical measuring apparatus
    • A61B2560/04—Constructional details of apparatus
    • A61B2560/0475—Special features of memory means, e.g. removable memory cards
    • 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
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F2218/00—Aspects of pattern recognition specially adapted for signal processing
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F2218/00—Aspects of pattern recognition specially adapted for signal processing
    • G06F2218/08—Feature extraction
    • 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

Landscapes

  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Artificial Intelligence (AREA)
  • Molecular Biology (AREA)
  • Biophysics (AREA)
  • Biomedical Technology (AREA)
  • General Health & Medical Sciences (AREA)
  • Physiology (AREA)
  • Heart & Thoracic Surgery (AREA)
  • Surgery (AREA)
  • Animal Behavior & Ethology (AREA)
  • Medical Informatics (AREA)
  • Public Health (AREA)
  • Veterinary Medicine (AREA)
  • Pathology (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Psychiatry (AREA)
  • Signal Processing (AREA)
  • Mathematical Physics (AREA)
  • Evolutionary Computation (AREA)
  • Theoretical Computer Science (AREA)
  • Fuzzy Systems (AREA)
  • General Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • Evolutionary Biology (AREA)
  • Computational Linguistics (AREA)
  • Software Systems (AREA)
  • Computing Systems (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Data Mining & Analysis (AREA)
  • Cardiology (AREA)
  • Complex Calculations (AREA)
  • Measurement And Recording Of Electrical Phenomena And Electrical Characteristics Of The Living Body (AREA)
  • Image Analysis (AREA)
  • Medical Treatment And Welfare Office Work (AREA)
  • Magnetic Resonance Imaging Apparatus (AREA)
  • Measuring Or Testing Involving Enzymes Or Micro-Organisms (AREA)
HK07101456.8A 2003-07-01 2007-02-08 Method for classifying cardiography data HK1095503A1 (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US48396103P 2003-07-01 2003-07-01
PCT/US2004/021307 WO2005002313A2 (en) 2003-07-01 2004-07-01 Machine learning for classification of magneto cardiograms

Publications (1)

Publication Number Publication Date
HK1095503A1 true HK1095503A1 (en) 2007-05-11

Family

ID=33563955

Family Applications (2)

Application Number Title Priority Date Filing Date
HK07101456.8A HK1095503A1 (en) 2003-07-01 2007-02-08 Method for classifying cardiography data
HK11106657.8A HK1152849A1 (en) 2003-07-01 2011-06-28 Method for classifying cardiography data

Family Applications After (1)

Application Number Title Priority Date Filing Date
HK11106657.8A HK1152849A1 (en) 2003-07-01 2011-06-28 Method for classifying cardiography data

Country Status (7)

Country Link
US (5) US7742806B2 (ja)
EP (1) EP1638463A4 (ja)
JP (1) JP5324743B2 (ja)
CN (2) CN101926646B (ja)
CA (1) CA2542937A1 (ja)
HK (2) HK1095503A1 (ja)
WO (1) WO2005002313A2 (ja)

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Also Published As

Publication number Publication date
US9173614B2 (en) 2015-11-03
CN1816303B (zh) 2010-09-01
WO2005002313A2 (en) 2005-01-13
US8744557B2 (en) 2014-06-03
CN101926646B (zh) 2012-11-28
US20110047105A1 (en) 2011-02-24
WO2005002313A3 (en) 2005-03-31
US9655564B2 (en) 2017-05-23
US20070167846A1 (en) 2007-07-19
JP5324743B2 (ja) 2013-10-23
US20140343396A1 (en) 2014-11-20
HK1152849A1 (en) 2012-03-16
EP1638463A4 (en) 2007-11-21
CN1816303A (zh) 2006-08-09
CA2542937A1 (en) 2005-01-13
CN101926646A (zh) 2010-12-29
EP1638463A2 (en) 2006-03-29
US7742806B2 (en) 2010-06-22
US20160066860A1 (en) 2016-03-10
US8391963B2 (en) 2013-03-05
US20130178730A1 (en) 2013-07-11
JP2007527266A (ja) 2007-09-27

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