AU754677B2 - System and method for noninvasive blood analyte measurements - Google Patents

System and method for noninvasive blood analyte measurements Download PDF

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Publication number
AU754677B2
AU754677B2 AU26209/00A AU2620900A AU754677B2 AU 754677 B2 AU754677 B2 AU 754677B2 AU 26209/00 A AU26209/00 A AU 26209/00A AU 2620900 A AU2620900 A AU 2620900A AU 754677 B2 AU754677 B2 AU 754677B2
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AU
Australia
Prior art keywords
calibration
class
classes
membership
classification
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Ceased
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AU26209/00A
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English (en)
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AU2620900A (en
Inventor
Stephen F. Malin
Timothy L. Ruchti
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Sensys Medical Inc
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Sensys Medical Inc
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Publication date
Priority claimed from US09/359,191 external-priority patent/US6280381B1/en
Application filed by Sensys Medical Inc filed Critical Sensys Medical Inc
Publication of AU2620900A publication Critical patent/AU2620900A/en
Application granted granted Critical
Publication of AU754677B2 publication Critical patent/AU754677B2/en
Anticipated expiration legal-status Critical
Ceased legal-status Critical Current

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    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/145Measuring characteristics of blood in vivo, e.g. gas concentration, pH value; Measuring characteristics of body fluids or tissues, e.g. interstitial fluid, cerebral tissue
    • A61B5/14546Measuring characteristics of blood in vivo, e.g. gas concentration, pH value; Measuring characteristics of body fluids or tissues, e.g. interstitial fluid, cerebral tissue for measuring analytes not otherwise provided for, e.g. ions, cytochromes
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/0059Measuring for diagnostic purposes; Identification of persons using light, e.g. diagnosis by transillumination, diascopy, fluorescence
    • A61B5/0075Measuring for diagnostic purposes; Identification of persons using light, e.g. diagnosis by transillumination, diascopy, fluorescence by spectroscopy, i.e. measuring spectra, e.g. Raman spectroscopy, infrared absorption spectroscopy
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/145Measuring characteristics of blood in vivo, e.g. gas concentration, pH value; Measuring characteristics of body fluids or tissues, e.g. interstitial fluid, cerebral tissue
    • A61B5/14532Measuring characteristics of blood in vivo, e.g. gas concentration, pH value; Measuring characteristics of body fluids or tissues, e.g. interstitial fluid, cerebral tissue for measuring glucose, e.g. by tissue impedance measurement
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/145Measuring characteristics of blood in vivo, e.g. gas concentration, pH value; Measuring characteristics of body fluids or tissues, e.g. interstitial fluid, cerebral tissue
    • A61B5/1455Measuring characteristics of blood in vivo, e.g. gas concentration, pH value; Measuring characteristics of body fluids or tissues, e.g. interstitial fluid, cerebral tissue using optical sensors, e.g. spectral photometrical oximeters
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/72Signal processing specially adapted for physiological signals or for diagnostic purposes
    • A61B5/7235Details of waveform analysis
    • A61B5/7264Classification of physiological signals or data, e.g. using neural networks, statistical classifiers, expert systems or fuzzy systems
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N21/00Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
    • G01N21/17Systems in which incident light is modified in accordance with the properties of the material investigated
    • G01N21/47Scattering, i.e. diffuse reflection
    • G01N21/4785Standardising light scatter apparatus; Standards therefor
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B2560/00Constructional details of operational features of apparatus; Accessories for medical measuring apparatus
    • A61B2560/02Operational features
    • A61B2560/0223Operational features of calibration, e.g. protocols for calibrating sensors
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/103Detecting, measuring or recording devices for testing the shape, pattern, colour, size or movement of the body or parts thereof, for diagnostic purposes
    • A61B5/107Measuring physical dimensions, e.g. size of the entire body or parts thereof
    • A61B5/1075Measuring physical dimensions, e.g. size of the entire body or parts thereof for measuring dimensions by non-invasive methods, e.g. for determining thickness of tissue layer
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/72Signal processing specially adapted for physiological signals or for diagnostic purposes
    • A61B5/7235Details of waveform analysis
    • A61B5/7264Classification of physiological signals or data, e.g. using neural networks, statistical classifiers, expert systems or fuzzy systems
    • A61B5/7267Classification of physiological signals or data, e.g. using neural networks, statistical classifiers, expert systems or fuzzy systems involving training the classification device
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H50/00ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
    • G16H50/20ICT 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)
  • Physics & Mathematics (AREA)
  • Engineering & Computer Science (AREA)
  • Pathology (AREA)
  • General Health & Medical Sciences (AREA)
  • Veterinary Medicine (AREA)
  • Biomedical Technology (AREA)
  • Heart & Thoracic Surgery (AREA)
  • Medical Informatics (AREA)
  • Molecular Biology (AREA)
  • Surgery (AREA)
  • Animal Behavior & Ethology (AREA)
  • Public Health (AREA)
  • Biophysics (AREA)
  • Optics & Photonics (AREA)
  • Artificial Intelligence (AREA)
  • Spectroscopy & Molecular Physics (AREA)
  • Mathematical Physics (AREA)
  • Analytical Chemistry (AREA)
  • Fuzzy Systems (AREA)
  • Emergency Medicine (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Physiology (AREA)
  • Psychiatry (AREA)
  • Signal Processing (AREA)
  • Chemical & Material Sciences (AREA)
  • Evolutionary Computation (AREA)
  • Biochemistry (AREA)
  • General Physics & Mathematics (AREA)
  • Immunology (AREA)
  • Measurement Of The Respiration, Hearing Ability, Form, And Blood Characteristics Of Living Organisms (AREA)
  • Investigating Or Analysing Materials By Optical Means (AREA)
  • Measuring Or Testing Involving Enzymes Or Micro-Organisms (AREA)
  • Apparatus Associated With Microorganisms And Enzymes (AREA)
AU26209/00A 1999-01-22 2000-01-19 System and method for noninvasive blood analyte measurements Ceased AU754677B2 (en)

Applications Claiming Priority (5)

Application Number Priority Date Filing Date Title
US11688399P 1999-01-22 1999-01-22
US60/116883 1999-01-22
US09/359191 1999-07-22
US09/359,191 US6280381B1 (en) 1999-07-22 1999-07-22 Intelligent system for noninvasive blood analyte prediction
PCT/US2000/001378 WO2000042907A1 (en) 1999-01-22 2000-01-19 System and method for noninvasive blood analyte measurements

Publications (2)

Publication Number Publication Date
AU2620900A AU2620900A (en) 2000-08-07
AU754677B2 true AU754677B2 (en) 2002-11-21

Family

ID=26814720

Family Applications (1)

Application Number Title Priority Date Filing Date
AU26209/00A Ceased AU754677B2 (en) 1999-01-22 2000-01-19 System and method for noninvasive blood analyte measurements

Country Status (9)

Country Link
EP (1) EP1143850A1 (ja)
JP (1) JP2002535023A (ja)
AU (1) AU754677B2 (ja)
BR (1) BR0008186A (ja)
CA (1) CA2358473A1 (ja)
IL (2) IL144401A0 (ja)
NZ (1) NZ513092A (ja)
TW (1) TW498156B (ja)
WO (1) WO2000042907A1 (ja)

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US7206623B2 (en) 2000-05-02 2007-04-17 Sensys Medical, Inc. Optical sampling interface system for in vivo measurement of tissue
US7383069B2 (en) 1997-08-14 2008-06-03 Sensys Medical, Inc. Method of sample control and calibration adjustment for use with a noninvasive analyzer
US6864978B1 (en) 1999-07-22 2005-03-08 Sensys Medical, Inc. Method of characterizing spectrometer instruments and providing calibration models to compensate for instrument variation
US6512937B2 (en) * 1999-07-22 2003-01-28 Sensys Medical, Inc. Multi-tier method of developing localized calibration models for non-invasive blood analyte prediction
US6512936B1 (en) * 1999-07-22 2003-01-28 Sensys Medical, Inc. Multi-tier method of classifying sample spectra for non-invasive blood analyte prediction
US6456870B1 (en) * 1999-07-22 2002-09-24 Sensys Medical, Inc. Non-invasive method of determining skin thickness and characterizing layers of skin tissue in vivo
US20010041829A1 (en) * 2000-01-12 2001-11-15 Suresh Thennadil Non-invasive method of determining skin thickness and characterizing layers of skin tissue in vivo
EP1290428A1 (en) 2000-06-02 2003-03-12 Medicometrics APS Method and system for classifying a biological sample
CA2441078A1 (en) * 2001-01-26 2002-08-22 Sensys Medical, Inc. Noninvasive measurement of glucose through the optical properties of tissue
WO2002069796A2 (en) * 2001-03-01 2002-09-12 University Of Massachusetts Correction of spectra for subject diversity
JP3931638B2 (ja) * 2001-11-15 2007-06-20 松下電工株式会社 生体成分の定量装置
US7697966B2 (en) 2002-03-08 2010-04-13 Sensys Medical, Inc. Noninvasive targeting system method and apparatus
US8718738B2 (en) 2002-03-08 2014-05-06 Glt Acquisition Corp. Method and apparatus for coupling a sample probe with a sample site
US8504128B2 (en) 2002-03-08 2013-08-06 Glt Acquisition Corp. Method and apparatus for coupling a channeled sample probe to tissue
EP1499231A4 (en) 2002-03-08 2007-09-26 Sensys Medical Inc COMPACT DEVICE FOR NONINVASIVE MEASUREMENT OF GLUCOSE BY NEAR-INFRARED SPECTROSCOPY
JP3566276B1 (ja) 2003-05-07 2004-09-15 株式会社日立製作所 血糖値測定装置
JP3566277B1 (ja) 2003-06-23 2004-09-15 株式会社日立製作所 血糖値測定装置
JP3566278B1 (ja) 2003-07-11 2004-09-15 株式会社日立製作所 血糖値測定装置
JP3590047B1 (ja) 2003-09-24 2004-11-17 株式会社日立製作所 光学測定装置及びそれを用いた血糖値測定装置
EP1522254A1 (en) 2003-10-08 2005-04-13 Hitachi, Ltd. Blood sugar level measuring method and apparatus
JP3557425B1 (ja) 2004-02-17 2004-08-25 株式会社日立製作所 血糖値測定装置
JP3557424B1 (ja) 2004-02-17 2004-08-25 株式会社日立製作所 血糖値測定装置
JP3590054B1 (ja) 2004-02-26 2004-11-17 株式会社日立製作所 血糖値測定装置
US8868147B2 (en) 2004-04-28 2014-10-21 Glt Acquisition Corp. Method and apparatus for controlling positioning of a noninvasive analyzer sample probe
US7251517B2 (en) 2004-06-30 2007-07-31 Hitachi, Ltd. Blood sugar level measuring apparatus
US7215983B2 (en) 2004-06-30 2007-05-08 Hitachi, Ltd. Blood sugar level measuring apparatus
AU2005299929A1 (en) * 2004-10-21 2006-05-04 Optiscan Biomedical Corporation Method and apparatus for determining an analyte concentration in a sample having interferents
US7722537B2 (en) * 2005-02-14 2010-05-25 Optiscan Biomedical Corp. Method and apparatus for detection of multiple analytes
US8251907B2 (en) 2005-02-14 2012-08-28 Optiscan Biomedical Corporation System and method for determining a treatment dose for a patient
US8597190B2 (en) 2007-05-18 2013-12-03 Optiscan Biomedical Corporation Monitoring systems and methods with fast initialization
US10437962B2 (en) 2008-12-23 2019-10-08 Roche Diabetes Care Inc Status reporting of a structured collection procedure
US9117015B2 (en) 2008-12-23 2015-08-25 Roche Diagnostics Operations, Inc. Management method and system for implementation, execution, data collection, and data analysis of a structured collection procedure which runs on a collection device
US9918635B2 (en) * 2008-12-23 2018-03-20 Roche Diabetes Care, Inc. Systems and methods for optimizing insulin dosage
CA2747332C (en) 2008-12-23 2015-01-27 F. Hoffmann-La Roche Ag Management method and system for implementation, execution, data collection, and data analysis of a structured collection procedure which runs on a collection device
US10475529B2 (en) 2011-07-19 2019-11-12 Optiscan Biomedical Corporation Method and apparatus for analyte measurements using calibration sets
US8775096B2 (en) 2009-10-29 2014-07-08 Hoya Corporation Auxiliary diagnostic apparatus and auxiliary diagnostic method
WO2011156522A1 (en) 2010-06-09 2011-12-15 Optiscan Biomedical Corporation Measuring analytes in a fluid sample drawn from a patient
DE112016000095B4 (de) 2015-08-13 2019-07-11 Hoya Corporation Vorrichtung zur Berechnung von Analysewerten und elektronisches Endoskopsystem
DE112016000094B4 (de) 2015-08-13 2019-07-11 Hoya Corporation Vorrichtung zur Berechnung von Analysewerten und elektronisches Endoskopsystem
TWI689439B (zh) * 2018-07-16 2020-04-01 巨大機械工業股份有限公司 避震裝置
CN109211830A (zh) * 2018-08-01 2019-01-15 嘉兴市皮毛和制鞋工业研究所 一种主成分分析和多类判别联用鉴别易混毛皮的方法
CN113164071A (zh) * 2018-08-07 2021-07-23 金达中华有限公司 导航健康空间的健康地图
CN113702317B (zh) * 2021-08-30 2023-10-27 中国农业科学院农业信息研究所 一种流域面源污染组分传感器、监测系统及方法
FR3136555B1 (fr) * 2022-06-10 2024-08-30 Aryballe Procédé et programme d’ordinateur pour l’étalonnage d’un dispositif électronique de caractérisation d’un fluide, dispositif électronique correspondant
US11742059B1 (en) 2022-09-06 2023-08-29 Refana Biomarks Inc. System and method for non-invasive quantification of blood biomarkers
WO2024052898A1 (en) * 2022-09-06 2024-03-14 Refana Inc. System and method for non-invasive quantification of blood biomarkers
WO2024127396A1 (en) * 2022-12-12 2024-06-20 Refana, Inc. System and method for generating a prediction model based on an input dataset

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Also Published As

Publication number Publication date
AU2620900A (en) 2000-08-07
WO2000042907A1 (en) 2000-07-27
WO2000042907A9 (en) 2001-10-25
TW498156B (en) 2002-08-11
JP2002535023A (ja) 2002-10-22
EP1143850A1 (en) 2001-10-17
BR0008186A (pt) 2001-11-06
IL144401A0 (en) 2002-05-23
CA2358473A1 (en) 2000-07-27
IL144401A (en) 2006-06-11
NZ513092A (en) 2003-02-28

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