WO1995005120A1 - Procede non-invasif de mesure du taux de sucre sanguin et instrument de mesure utilise a cet effet - Google Patents
Procede non-invasif de mesure du taux de sucre sanguin et instrument de mesure utilise a cet effet Download PDFInfo
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- WO1995005120A1 WO1995005120A1 PCT/JP1993/001140 JP9301140W WO9505120A1 WO 1995005120 A1 WO1995005120 A1 WO 1995005120A1 JP 9301140 W JP9301140 W JP 9301140W WO 9505120 A1 WO9505120 A1 WO 9505120A1
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- wavelength
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- intensity
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/145—Measuring characteristics of blood in vivo, e.g. gas concentration, pH value; Measuring characteristics of body fluids or tissues, e.g. interstitial fluid, cerebral tissue
- A61B5/1455—Measuring 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
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/145—Measuring characteristics of blood in vivo, e.g. gas concentration, pH value; Measuring characteristics of body fluids or tissues, e.g. interstitial fluid, cerebral tissue
- A61B5/14532—Measuring 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
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- 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
- A61B5/7239—Details of waveform analysis using differentiation including higher order derivatives
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N21/00—Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
- G01N21/17—Systems in which incident light is modified in accordance with the properties of the material investigated
- G01N21/25—Colour; Spectral properties, i.e. comparison of effect of material on the light at two or more different wavelengths or wavelength bands
- G01N21/31—Investigating relative effect of material at wavelengths characteristic of specific elements or molecules, e.g. atomic absorption spectrometry
- G01N21/39—Investigating relative effect of material at wavelengths characteristic of specific elements or molecules, e.g. atomic absorption spectrometry using tunable lasers
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N2201/00—Features of devices classified in G01N21/00
- G01N2201/06—Illumination; Optics
- G01N2201/065—Integrating spheres
Definitions
- the present invention relates to a blood glucose level non-invasive measuring method and a measuring apparatus for measuring a blood glucose level in a non-invasive state using a spectroscopic technique, and more particularly to a method of combining wavelength modulation and intensity modulation of light.
- the present invention relates to a non-invasive blood glucose measurement method and a measuring device for non-invasively measuring glucose in a blood flow or a biological tissue of a patient suspected of having diabetes.
- the wavelength 2 is a specific absorption wavelength of the substance to be measured (for example, glucose), and the wavelength; is a wavelength that is absorbed almost independently of the concentration of the substance to be measured. This wavelength!
- Swiss patent CH-612271 also describes a non-invasive test method for detecting biological substances in a sample or biological substances through the skin using an attenuated total reflection (ATR) prism. Is disclosed.
- a wave guide (ATR prism) is directly applied to the sample to be analyzed (for example, the lips or tongue), and infrared light is guided.
- the refractive index of the waveguide is greater than the refractive index of the sample medium (optical thin layer), and the infrared light passes through it along the total reflection path, so that the infrared light interacts with the thin layer.
- this interaction involves a leaky light component at the reflection site (Hormone & Metabolic Researchs) (See Ser. (1979) pp. 30-35).
- the light propagating through the ATR prism depends on the glucose concentration in the optical thin layer. Therefore, the amount of attenuation is confirmed and processed into glucose detection data.
- a non-invasive detection device for detecting glucose in a patient's eye. More specifically, the device disclosed in this U.S. Patent is a contact lens type sensor device including a light source for irradiating infrared light from one side of the cornea and a detector for detecting the amount of transmitted light on the other side. It is composed of Thus, when the measurement site is irradiated with infrared light, the irradiated infrared light passes through the cornea and aqueous humor and reaches the detector.
- the detector converts the amount of transmitted light into an electrical signal and supplies it to the remote receiver.
- the next reader of the receiver measures the concentration of glucose in the patient's eyeball, and the specific level when the irradiated infrared light passes through the eyeball. Output as a function of change.
- UK Patent Application No. 2035575 states that in the part of the patient near blood flow Detectors have been disclosed that probe for substances, ie, co 2 , oxygen, or glucose.
- This detection device is characterized by comprising light receiving means for detecting attenuated light that has scattered or reflected back from the patient's body, that is, from the subcutaneous tissue.
- Ultraviolet light or infrared light is used as irradiation light.
- US Pat. No. 3,638,640 discloses a method and apparatus for measuring oxygen and other substances in blood and living tissue.
- the device according to this U.S. patent comprises an illuminating light source and a detector placed on the patient's body. When the detector is placed on the patient's ear, the intensity of light passing through the ear is calculated. When it hits the head, it measures the intensity of light reflected from it after passing through the blood and subcutaneous tissue. Irradiation light having a wavelength in the range from the wavelength of the red part of visible light to the wavelength of near-infrared rays, that is, 660 nm, 715 nm, and 805 nm is used.
- the number of wavelengths used simultaneously in this method is equal to the sum of at least one unique wavelength plus one for each substance (including the desired substance) present at the test site.
- UK Patent Application No. 2 0 7 566 6 describes, for example, changes in the redox effect of hemoglobin or cytochrome, or in organs such as the brain, heart and kidney.
- a spectrophotometer that measures and monitors the metabolic functions of living organs in a living body and in a nondestructive state, such as fluctuations in blood flow in government.
- irradiation light in the wavelength range of 700 to 130 nm is used. It is effective in penetrating into.
- FIG. 14 of this UK patent application shows a device for measuring reflectance, which is composed of a light source that guides light to a wave guide (a bundle of optical fibers) applied to a living body. The ones are shown.
- a wave guide a bundle of optical fibers
- the skin surface is irradiated with irradiation light from an oblique direction, and the directional irradiation light penetrates into the body through the skin, and then the amount of light from the light source Or reflected or back-scattered from the tissue to be analyzed at a distance.
- some of the energy is absorbed and is incident on the first detector, which is located on the skin and separated from the light source.
- a second detector is provided at the same time as the light source.
- the second detector detects the back-illumination reference signal, and analyzes the analysis signal from the first detector and the second detector.
- the reference signal is output to the arithmetic circuit, and the output of the arithmetic circuit is used to obtain data on the analysis information required.
- the quality of the spectrum data obtained by the near-infrared spectrometer depends on the performance of the hardware constituting the near-infrared spectrometer. It is almost decided by.
- near-infrared spectrometer signal-to-noise S ZN ratio with the highest performance is the degree of 1 0 5 to 1 0 6.
- conventional methods that simply measure the absolute intensity of a spectrum simply measure, for example, 10 O mg ZdL, a physiological glucose concentration in blood, with practical accuracy spectrophotometrically.
- the, S ZN ratio of space-vector signal is required degree of 1 0 6 to 1 0 5, measured at the spectrometer for It is close to the limit that can be set.
- An object of the present invention is to use a modulation method that combines wavelength modulation and intensity modulation to determine the amount of change from the standard value of the blood glucose level of a patient suspected of having diabetes in a non-invasive and simple manner irrespective of individual differences between patients.
- An object of the present invention is to provide a method for measuring a blood glucose level that can be reliably measured.
- Another object of the present invention is to provide a simple configuration including a wavelength modulating means and an intensity modulating means so that a change amount from a standard value of a blood glucose level of a patient suspected of having diabetes can be obtained regardless of individual differences of the patient.
- An object of the present invention is to provide a compact and inexpensive blood glucose measurement device that can measure easily and securely without invasion.
- the present invention provides a method of wavelength-modulating light and intensity-modulating light to a plurality of intensities, irradiating the wavelength-modulated light and the intensity-modulated light to a test site where a blood sugar level is to be measured, and The intensity of transmitted light or reflected light from the inspection site and the intensity of light incident on the inspection site are detected for The ratio is detected, the rate of change of the ratio with respect to the change in wavelength due to the wavelength modulation is detected, and the differential spectrum of the glucose absorption spectrum at the test site is extracted based on the rate of change. It is characterized in that a blood glucose level at a measurement site is detected based on a differential spectrum.
- wavelength-modulated and intensity-modulated light with a narrow modulation width ⁇ s centered on the wavelength of interest; I is applied to the inspection site, and the intensity of light incident on the inspection site is modulated, resulting in a depth of penetration into the skin.
- the information related to the glucose concentration at the site where the body fluid containing the blood component is present is extracted, and the quantification of the glucose absorption spectrum at the site where the body fluid containing the blood component is present by the differential spectrum is obtained. This makes it possible to easily and reliably detect glucose levels regardless of individual differences among patients.
- the differential vector is preferably integrated and averaged in accordance with the repetition of the wavelength modulation.
- the noise component can be reduced in proportion to the square root of the number of integrations, so that the signal-to-noise (SZN) ratio does not improve.
- the present invention also provides a wavelength-modulated light generating means for generating wavelength-modulated light, an intensity modulating means for intensity-modulating the intensity of the wavelength-modulated light from the wavelength-modulated light generating means to a plurality of intensities, Beam splitter means for separating the optical paths of the wavelength-modulated and intensity-modulated light incident from the intensity modulation means; and a beam splitter which passes through one of the optical paths separated by the beam splitter means and enters a test site where a blood glucose level is to be tested.
- Light collecting means for collecting the transmitted or reflected light
- first light detecting means for detecting the intensity of the light collected by the light collecting means, and another light path separated by the beam splitter.
- a second light detecting means for detecting light intensity, and a ratio of an output of the first light detecting means to an output of the second light detecting means. And a ratio signal corresponding to the above ratio is input from the ratio detecting unit, and a rate of change of the ratio signal with respect to a wavelength change due to the wavelength modulation is detected to detect a glucose absorption spectrum at the test site.
- a differential spectrum signal detecting means for detecting a differential spectrum signal of each of the plurality of lights, and each of the plurality of intensities of light having undergone the intensity modulation detected by the differential spectrum signal detecting means. Calculating means for calculating the blood glucose level at the measurement site based on the differential spectrum signal.
- the wavelength-modulated light generating means is provided to modulate the wavelength of the light, and the wavelength-modulated light is intensity-modulated and incident on the test site to detect the differential spectrum of the glucose absorbance spectrum.
- High-quality differential data can be obtained in real time without the need for computer processing.
- the repetitive scanning speed is faster than a general spectrometer that scans a wide wavelength range, and short-time photometry
- the measurement data of the glucose concentration without the influence of the drift of the optical system can be obtained.
- the wavelength modulated light generating means is preferably a wavelength tunable semiconductor laser.
- a semiconductor laser developed for optical fiber communication can be adopted as the wavelength-tunable semiconductor laser, so that the characteristics of the wavelength-tunable semiconductor laser can be effectively and maximized, and the wavelength of the measurement light can be increased.
- the configuration of the means for modulation is extremely simple, and a compact and non-invasive blood glucose level measuring device with a simple configuration can be obtained.
- FIG. 1 is an explanatory diagram of a unimodal spectrum, its first derivative spectrum, and its second derivative spectrum.
- FIG. 2 is an explanatory diagram of generation of a differential spectrum by wavelength modulation spectroscopy.
- FIG. 3 is an absorbance spectrum of an aqueous glucose solution.
- FIG. 4 is the first derivative spectrum of FIG.
- FIG. 5 is a differential absorbance spectrum with respect to the reference water.
- FIG. 6 is a differential first-order differential vector.
- FIG. 7 is a differential first-order differential vector.
- FIG. 8 is a differential first derivative vector.
- FIG. 9 is a differential first-order differential vector.
- FIG. 10 is a graph showing the relationship between the glucose concentration and the first derivative absorbance.
- FIG. 11 is an explanatory diagram of the structure of the skin and its optical characteristics.
- FIG. 12 is an explanatory diagram of incident light intensity and light penetration depth.
- FIG. 13 is a block diagram of one embodiment of the non-invasive blood sugar level measuring apparatus according to the present invention.
- differential spectroscopy and the wavelength modulation method for obtaining the differential spectrum necessary for understanding the present invention will be described in the following sections [1] and [2], respectively.
- first derivative spectrum, verification for glucose quantification, selection of optimal wavelength, and diffuse reflection spectrum of skin and intensity modulation spectroscopy were described in [3], [4] and [5]. Each section is explained separately. Further, the configuration of the non-invasive blood glucose measurement device will be described in [6].
- Differential spectroscopy The wavelength modulation method is generally used to obtain a differential spectrum. This wavelength modulation method has been described by TC O'Haver in Clinical Force Chemistry, Vol. 25, No. 9, No. 1548 in 1979. Page or 15 ⁇ page 3 ⁇ Potential Clinical 'Applications Ob * Derivative and Wavelength' Modulation 'Sk Tomometry eng th—Mo du 1 ation Spectrom ome try) ”.
- the concepts of wavelength modulation spectroscopy and differential spectroscopy are closely related. They are based on measuring the change in intensity or absorbance over wavelength.
- Differential spectroscopy is the first or higher derivative of the intensity or absorbance spectrum with respect to wavelength and plotting with respect to wavelength.
- the purpose of differential spectroscopy is
- Figure 1 shows the unimodal spectrum and its first and second derivative spectra.
- the peak maximum point P max of the original spectrum is the zero cross point P 01 in the first derivative, and the central peak point P in the second derivative.
- Corresponding to First derivative scan Bae-vector of the peak maximum point P dnia; ⁇ , minimum point P dmin is the maximum slope point P sl of Harasupeku Torr, corresponding respectively to the P s2, also, P. zero crossing points of the second derivative 2 and P 03 respectively.
- the spectrum data is digital and can be processed by computer
- the differential vector can be calculated by numerical differentiation using a software method.
- the differential spectrum can be collected in real time using a hardware method by taking the time derivative of the constant-speed scanning spectrum. If the wavelength scanning rate d AZd t is constant, the differential dl / ⁇ ⁇ of the intensity I with respect to the wavelength is equal to the differential d I / Based on being proportional to dt.
- the differential spectrum can be obtained by the wavelength modulation method described below.
- a sample is irradiated with light that is periodically modulated with a narrow modulation width ⁇ s around a specific wavelength; Ii, and the transmitted light or reflected light is detected by a detector.
- Ripple or AC components are separated from the output signal or measured electrically.
- the modulation width ⁇ is sufficiently smaller than the bandwidth of the spectrum, the AC component of the photoelectric signal at the modulation frequency point has an amplitude within the modulation wavelength width that is proportional to the gradient of the spectrum.
- An AC signal that is, a differential spectrum D is generated.
- the wavelength modulation techniques described above include:
- a method of changing the oscillation wavelength by providing a reflection type diffraction grating outside a semiconductor laser and controlling the angle of the diffraction grating has been conventionally known.
- the wavelength can be changed simultaneously with the narrow spectral line width. If a jump between 'vertical modes' can occur instead of a continuous change, implementation is simple.
- a single-mode oscillation is performed at all arbitrarily set wavelengths by adding a single-mode filter that synchronizes to the tuning wavelength with a narrower bandwidth. These are called external resonant tunable semiconductor lasers.
- a tunable semiconductor laser developed for coherent optical communication is described in “Nikkei Electronics”, June 15, 1987, No. 423, pp. 149 to 161.
- This document describes, for example, a semiconductor laser that controls the wavelength with a three-electrode structure based on a distributed Bragg reflection single-mode laser. It is stated that the wavelength range for changing the wavelength is 3. 1 nm. If the longitudinal mode can be changed in the middle, the wavelength range is about 6 ⁇ .
- Generate Extracting only the amplitude of the AC signal can be done in real time with an appropriate electrical system.
- the DC component is larger than the AC component.
- the ability to cut a DC component having a large value that has no meaning in this way can be achieved by using an A / D converter used in a blood glucose measurement device described later.
- the wavelength modulation method periodically scans back and forth with a narrow modulation width ⁇ s, it can perform repetitive scanning at a higher speed than a general spectroscope that scans over a wide wavelength range. Therefore, the averaging operation is easy. Since the noise component can be reduced in proportion to the square root of the number of integrations, the signal-to-noise (SZN) ratio can be improved by increasing the number of integrations. In addition, short-time photometry has a great effect of suppressing the drift of the optical system of the spectroscope.
- the wavelength range is limited to a narrow ⁇ .
- the use of the wavelength modulation method has an advantage that a high-quality differential spectrum can be obtained in real time without requiring any computer processing. This makes wavelength modulation suitable for routine analysis of well-characterized samples, for example, for quality control and clinical analysis.
- the differential spectrum can be calculated by numerical differentiation if the spectral data is a digital value. Therefore, the first derivative spectrum was obtained by numerically differentiating the absorbance spectrum obtained with the Fourier transform spectrometer, and the quantitativeness of the glucose concentration by the wavelength modulation method was verified.
- the first derivative spectrum was calculated, and the difference was visually observed.
- the differentiation operation was performed from the long wavelength side to the short wavelength side.
- Fig. 3 shows the absorbance spectrum
- Fig. 4 shows its first derivative spectrum
- Fig. 5 shows the differential absorption spectrum.
- glucose absorption is observed at 1.55 to 1.85 / zm.
- S-shaped characteristics are observed at 1.35 m to 1.45 m. This is due to the shift of the water absorption peak 1.43, which is due to the hydration phenomenon.
- the center wavelength of the wavelength modulation is a wavelength range of 1.45 to 1.58 m at or near the zero crossing point where no interference is received.
- the center frequency can be selected from 1.6 to 1.67 t / m and 1.75 to 1.85 ⁇ m in the sharp wavelength range.
- the wavelength range of 1.5 / m band can be easily implemented as a wavelength tunable semiconductor laser developed for optical fiber communication applications. Applying the wavelength tunable semiconductor laser to the wavelength modulation method can effectively and maximize the characteristics of the wavelength tunable semiconductor laser.
- the skin is composed of the stratum corneum 1, the epidermis 2 and the dermis 3 in order from the outside, and has an anisotropic structure in the depth direction.
- the glucose concentration at the site where the body fluid containing blood components is present (capillary bed) 4 was measured transcutaneously from above the skin using the diffuse reflection method.
- the wavelength used is important and inseparable from the measurement method.
- the following is a comparative comparison between the long-wavelength region near mid-infrared light and the single-wavelength region near visible light.
- the path length may be shorter because the absorption coefficient of the glucose absorption band is large. That is, the light penetration depth may be relatively small.
- the optimal glucose measurement wavelength is selected from the selected wavelength bands already described, and from the characteristic absorption coefficient of glucose, the depth of penetration of light into the skin, and from a practical viewpoint, the coherent optical fiber It is preferable to select from 1.45 to 1.58 m because the wavelength tunable semiconductor laser for one communication application can be used.
- the light penetration depth into the skin is ensured by changing the incident light intensity.
- the higher the intensity of the incident light the deeper the information is included as compared to the case where the intensity is low.
- This third equation has spectrum information only near the skin surface.
- the diffuse reflection intensity I s2 from / 2 is measured, and the ratio is calculated and normalized by the following formula (4).
- a 2 log (I 02 / I s 2 )... (4)
- This fourth equation includes deeper spectral information. Then, the difference ⁇ between them is calculated.
- the above formula (5) is based on the spectrum of the tissue near the skin surface that does not contain glucose of the person to be measured as a normalization standard. This means that, from a different perspective, it is not affected by individual differences such as race, gender and age.
- the modulation of the incident light intensity can be performed, for example, by switching between rotating disks equipped with attenuators having different attenuation ratios. Normalization is performed by calculating the intensity ratio for each cycle of the modulation of the incident light intensity, and the difference calculation of the absorbance is performed. Then, the integrated averaging process is performed over many cycles. By doing so, the SZN ratio can be improved.
- the algorithm of the incident light intensity modulation method has been described using the spectrum intensity I.
- Fig. 13 shows the configuration of the blood glucose level non-invasive Discussion measuring device.
- the blood glucose level non-invasive measuring device includes a tunable semiconductor laser 11, an attenuator 12 that periodically changes the intensity of the wavelength-modulated laser light from the tunable semiconductor laser 11, and an attenuator 12.
- a beam splitter 14 that separates the optical path 13 of the incident wavelength-modulated and intensity-modulated laser light into optical paths 13 a and 13 b, and one optical path separated by the beam splitter 14.
- An integrating sphere 18 is provided that collects the transmitted or reflected laser light that has passed through 13a and entered the test site 17 of the skin 16 to be tested for blood glucose.
- the non-invasive blood sugar measurement device also detects the intensity of laser light transmitted through the beam splitter 14 and the first detector 21 that detects the intensity of laser light collected by the integrating sphere 18.
- Logarithmic ratio amplifier that outputs the logarithmic value of the output ratio.
- the wavelength-tunable semiconductor laser 11 has a center wavelength; I i, and a wavelength-modulated laser beam adjusted and controlled to have a wavelength modulation width ⁇ .
- the beam is split into two beams at split evening 14.
- the laser beam L 2 transmitted through the beam splitter 14 is used to monitor the intensity of the incident light. Is converted to The other laser beam is incident on the test site 17 for testing a blood glucose level.
- the diffusely reflected light from the inspection site 17 is collected by the integrating sphere 18 and then converted into an electric signal Is by the first detector 21.
- This log ratio amplifier 25 is a normalized absorbance signal expressed by the following equation (6).
- the absorbance signal A is the electrical signal I s and I 0 are the first detector 2 1 and the second detector 2 2, simultaneously metering the laser beam the same laser light is separated by the beam splitter 1 4
- the accuracy of the measurement is high because the value is obtained, and is not affected by drift.
- the lock-in amplifier 25 extracts only the amplitude of the AC signal as shown in the following equation (7).
- ⁇ ⁇ / ⁇ ... (7)
- the AC component is a signal proportional to the gradient of the sample spectrum at the center wavelength point of the wavelength modulation.
- Athens 12 modulates the incident light intensity to change the depth of light penetration into the examination site 17 of the skin 16 as described above, and two sets of Athens units with different attenuation ratios are used. It has a configuration in which at least one unit of 12a, 12b or more is switched by the rotating disk 12c. By this incident light intensity modulation, the glucose concentration at the site where the body fluid containing the blood component exists can be measured more accurately.
- the mouth-in amplifier 26 outputs an AC signal represented by the following equation 8 with respect to the incident light intensity I 01 by the attenuator 12,
- the above-mentioned mouth-in amplifier 26 generates an AC signal represented by the following ninth equation with respect to the incident light intensity I 02 due to Athens 12:
- the AC signal Di and D 2 converts A / D, for each cycle of the modulation of the incident light intensity of the AC signal D 2, the difference calculation represented by the first 0 equation of the following Do.
- the processor 27 uses the data of the regression equation stored in a memory (not shown) is obtained in advance, the first The glucose concentration at the test site is detected from the value obtained by the equation (10).
- SZN ratio can be improved by performing multi-cycle integrated averaging processing of alternately switching units 12a and 12b.
- the optimum incident light intensity range for glucose quantification can be determined, and the optimal attenuator intensity can be obtained.
- the selection and method of 2 can be further refined.
- the standard diffuser used for calibration in the conventional diffuse reflection method is not required.
- the thickness information of the inspection site is unnecessary unlike the transmission method.
Description
Claims
Priority Applications (6)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
PCT/JP1993/001140 WO1995005120A1 (fr) | 1993-08-12 | 1993-08-12 | Procede non-invasif de mesure du taux de sucre sanguin et instrument de mesure utilise a cet effet |
US08/411,631 US5533509A (en) | 1993-08-12 | 1993-08-12 | Method and apparatus for non-invasive measurement of blood sugar level |
EP95908156A EP0670143B1 (en) | 1993-08-12 | 1993-08-12 | Non invasive method and instrument for measuring blood sugar level |
AT95908156T ATE241315T1 (de) | 1993-08-12 | 1993-08-12 | Nicht-invasives verfahren und instrument zur messung des blutzuckerspiegels |
CA002146856A CA2146856C (en) | 1993-08-12 | 1993-08-12 | Method and apparatus for non-invasive measurement of blood sugar level |
DE69333010T DE69333010T2 (de) | 1993-08-12 | 1993-08-12 | Nicht-invasives verfahren und instrument zur messung des blutzuckerspiegels |
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
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PCT/JP1993/001140 WO1995005120A1 (fr) | 1993-08-12 | 1993-08-12 | Procede non-invasif de mesure du taux de sucre sanguin et instrument de mesure utilise a cet effet |
CA002146856A CA2146856C (en) | 1993-08-12 | 1993-08-12 | Method and apparatus for non-invasive measurement of blood sugar level |
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WO1995005120A1 true WO1995005120A1 (fr) | 1995-02-23 |
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PCT/JP1993/001140 WO1995005120A1 (fr) | 1993-08-12 | 1993-08-12 | Procede non-invasif de mesure du taux de sucre sanguin et instrument de mesure utilise a cet effet |
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EP (1) | EP0670143B1 (ja) |
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US5747806A (en) * | 1996-02-02 | 1998-05-05 | Instrumentation Metrics, Inc | Method and apparatus for multi-spectral analysis in noninvasive nir spectroscopy |
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JPH10258036A (ja) * | 1997-03-19 | 1998-09-29 | Matsushita Electric Ind Co Ltd | 血糖計 |
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US7809416B2 (en) | 2004-08-25 | 2010-10-05 | Panasonic Electric Works Co., Ltd. | Method of preparing calibration curve for quantitative analysis of in-vivo component, and quantitative analyzer using the calibration curve |
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JP2009119173A (ja) * | 2007-11-19 | 2009-06-04 | Panasonic Electric Works Co Ltd | 光走査測定装置 |
Also Published As
Publication number | Publication date |
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EP0670143B1 (en) | 2003-05-28 |
EP0670143A1 (en) | 1995-09-06 |
US5533509A (en) | 1996-07-09 |
EP0670143A4 (en) | 1996-02-07 |
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