摘要:
Spectrometer instruments are characterized by classifying their spectra into previously defined clusters. The spectra are mapped to the clusters and a classification is made based on similarity of extracted spectral features to one of the previously defined clusters. Calibration models for each cluster are provided to compensate for instrumental variation. Calibration models are provided either by transferring a master calibration to slave calibrations or by calculating a separate calibration for each cluster.A simplified method of calibration transfer maps clusters to each other, so that a calibration transferred between clusters models only the difference between the two clusters, substantially reducing the complexity of the model.
摘要:
Described is a method for calibrating a spectrophometric apparatus. This method involves obtaining a first set of absorbance measurements of a set of calibrators on a First Apparatus that is in control at wavelengths from a first wavelength calibration table. A second wavelength calibration table on a second apparatus is established, wherein the first and the second wavelength calibration tables may be the same or different. A second set of absorbance measurements of the set of calibrators is obtained on the Second Apparatus, at wavelengths from the second wavelength calibration table. First and second interpolated absorbances are determined, for the first and the second absorbance measurement, respectively, for at least one wavelength of a Standard Set of Wavelengths. Using the first and the second interpolated absorbances, a linear regression equation for each wavelength of said Standard Set of Wavelengths is determined. The linear regression equation and at least one Primary Calibration Algorithm are incorporated onto the Second Apparatus, to produce a calibrated apparatus. The present invention is also directed to a medium storing instructions adapted to be executed by a processor to determine analyte concentration within a sample. Furthermore, the present invention provides an apparatus for determining analyte concentration of a sample, and a system for determining presence of an analyte in a sample.
摘要:
Described is a method for calibrating a spectrophometric apparatus. This method involves obtaining a first set of absorbance measurements of a set of calibrators on a First Apparatus that is in control at wavelengths from a first wavelength calibration table. A second wavelength calibration table on a second apparatus is established, wherein the first and the second wavelength calibration tables may be the same or different. A second set of absorbance measurements of the set of calibrators is obtained on the Second Apparatus, at wavelengths from the second wavelength calibration table. First and second interpolated absorbances are determined, for the first and the second absorbance measurement, respectively, for at least one wavelength of a Standard Set of Wavelengths. Using the first and the second interpolated absorbances, a linear regression equation for each wavelength of said Standard Set of Wavelengths is determined. The linear regression equation and at least one Primary Calibration Algorithm are incorporated onto the Second Apparatus, to produce a calibrated apparatus. The present invention is also directed to a medium storing instructions adapted to be executed by a processor to determine analyte concentration within a sample. Furthermore, the present invention provides an apparatus for determining analyte concentration of a sample, and a system for determining presence of an analyte in a sample.
摘要:
The invention provides a class of samples that model the human body. This family of samples is based upon emulsions of oil in water with lecithin acting as the emulsifier. These solutions that have varying particle sizes may be spiked with basis set components (albumin, urea and glucose) to simulate skin tissues further. The family of samples is such that other organic compounds such as collagen, elastin, globulin and bilirubin may be added, as can salts such as Nanull, Knull and Clnull. Layers of varying thickness with known index of refraction and particle size distributions may be generated using simple crosslinking reagents, such as collagen (gelatin). The resulting samples are flexible in each analyte's concentration and match the skin layers of the body in terms of the samples reduced scattering and absorption coefficients, nullnulls and nulla. This family of samples is provided for use in the medical field where lasers and spectroscopy based analyzers are used in treatment of the body. In particular, knowledge may be gained on net analyte signal, photon depth of penetration, photon radial diffusion, photon interaction between tissue layers, photon density (all as a function of frequency) and on instrument parameter specifications such as resolution and required dynamic range (A/D bits required). In particular, applications to delineate said parameters have been developed for the application of noninvasive glucose determination in the near-IR region from 700 to 2500 nm with an emphasis on the region 1000 to 2500 nm (10,000 to 4,000 cmnull1).
摘要:
A method of multi-tier classification and calibration in noninvasive blood analyte prediction minimizes prediction error by limiting co-varying spectral interferents. Tissue samples are categorized based on subject demographic and instrumental skin measurements, including in vivo near-IR spectral measurements. A multi-tier intelligent pattern classification sequence organizes spectral data into clusters having a high degree of internal consistency in tissue properties. In each tier, categories are successively refined using subject demographics, spectral measurement information and other device measurements suitable for developing tissue classifications. The multi-tier classification approach to calibration utilizes multivariate statistical arguments and multi-tiered classification using spectral features. Variables used in the multi-tiered classification can be skin surface hydration, skin surface temperature, tissue volume hydration, and an assessment of relative optical thickness of the dermis by the near-IR fat band. All tissue parameters are evaluated using the NIR spectrum signal along key wavelength segments.
摘要:
A novel approach to measuring the overall and layer-by-layer thickness of in vivo skin tissue based on near infrared absorbance spectra is described. The different biological and chemical compounds present in the various layers of a tissue sample have differing absorbance spectra and scattering properties that enable them to be discerned and quantified, thus allowing an estimate of the thickness of the tissue being sampled. The method of the invention also yields the chemical composition of the absorbing and/or scattering species of each layer. Additionally, a method of path length normalization for the purpose of noninvasive analyte prediction on the basis of skin thickness and layer constituents is provided.
摘要:
Procedure for taking a reference measurement employing an optical device which comprises the following: an illuminating means having a source of radiation, its light being directed at a predetermined angle to a surface to be measured; a first optical measuring means which is aligned at a predetermined angle to said measurement surface and which receives a portion of the light reflected from said measurement surface and which comprises a photo sensor which emits a measurement signal characteristic of said reflected light; a second optical measuring means which is aligned at a predetermined angle to said measurement surface and which receives a portion of the light reflected from said measurement surface and which comprises a photo sensor which emits an electrical measurement signal characteristic of said reflected light; a control and evaluation means having a processor and memory means for controlling the measurement sequence and evaluating the measurement results which are then output via an output means. The procedure comprises the following steps: a reference surface is aligned with respect to the optical device and a measurement is taken by the first optical measuring means. A deviation parameter is determined from this measured value and a first stored calibration parameter. A measurement is then taken by the second optical measuring means and a second deviation parameter is derived from this measured value and a second stored calibration parameter. A variance parameter is derived from the first deviation parameter and the second deviation parameter, which is characteristic of the difference between the measured values of the first and the second optical measuring means. The measured value of the first measuring means is stored as the first reference parameter and the measured value of the second measuring means is stored as the second reference parameter or a warning signal is emitted when the variance parameter either exceeds or falls short of a predetermined range.
摘要:
An apparatus and method for non-invasively quantifying the hydration of the stratum corneum of a living subject utilizes in vivo spectral measurements made by irradiating skin tissue with near infrared (NIR) light. The apparatus includes a spectroscopic instrument in conjunction with a subject interface. The resulting NIR absorption spectra are passed to an analyzer for further processing, which includes detecting and eliminating invalid spectral measurements, and preprocessing to increase the signal-to-noise ratio. Finally, a calibration model developed from an exemplary set of measurements is applied to predict the SC hydration for the sample. The method of SC hydration measurement provides additional information about primary sources of systematic tissue variability, namely, the water content of the epidermal layer of skin and the penetration depth of the incident light. The stratum corneum hydration measurement is therefore suitable for further spectral analysis and the quantification of biological and chemical compounds, such as blood analytes.
摘要:
An optical scanning system includes a power meter that during calibration operations is illuminated by an attenuated excitation beam. The power meter measures optical power in the attenuated excitation beam at various index settings of a variable optical attenuator, and the system constructs a lookup table that relates incident excitation beam power to the index settings of the attenuator. The system then uses the table to select the appropriate setting for the attenuator in order to deliver to the sample an excitation beam of a specified optical power. The system calibrates the gain of a detector by redirecting, or reflecting, the excitation beam of known intensity to the detector. A photometric device in the detector produces a signal that is proportional to the intensity of the beam at various gain settings. The system then produces a lookup table that relates the gain settings to the actual gain of the detector, that is, to the ratio of the known incident power to the detector readings. The system thereafter uses the table to select the appropriate gain setting for data collection and/or to normalize the data. A beam splitter included in the system preferably discriminates between the light is passes and the light it redirects based on the spatial properties of the light. During calibration operations the excitation beam is reflected to the detector as wide diameter beams, which are passed through the beam splitter. During sample measurement operations the excitation beam is reflected by the sample as a narrow-diameter beam, which the beam splitter directs away from the detector.
摘要:
An apparatus which permits an analytical probe to be calibrated by pressing the tip against a block of material of controlled characteristics. A transparent elastomer is used into which has been incorporated a light-scattering material. Elastomer calibrators may also be made part of a preassembled probe component such as a disposable sheath. In that case the turbid elastomer is assembled on the tip with the other components of the sheath and is removed after calibrating the system and before the probe put into use. An additional film of flexible polymer having optical characteristics analogous to the material to be detected by the probe may be placed on top to simulate the structure of the material that is to be measured.