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    • 4. 发明授权
    • Apparatus using reference measurement for calibration
    • 使用参考测量仪进行校准
    • US07183102B2
    • 2007-02-27
    • US11122669
    • 2005-05-04
    • Stephen L. MonfreKevin H. HazenTimothy L. RuchtiThomas B. BlankJames R. Henderson
    • Stephen L. MonfreKevin H. HazenTimothy L. RuchtiThomas B. BlankJames R. Henderson
    • C12M1/34
    • A61B5/1455A61B5/14532A61B5/1495G01N21/274G01N21/359G01N21/49
    • A method and apparatus for calibrating noninvasive or implantable glucose analyzers that uses either alternative invasive glucose determinations or noninvasive glucose determinations to calibrate noninvasive or implantable glucose analyzers. Use of an alternative invasive or noninvasive glucose determination in the calibration allows minimization of errors due to sampling methodology, and spatial and temporal variations that are built into the calibration model. An additional embodiment uses statistical correlations between noninvasive and alternative invasive glucose determinations and traditional invasive glucose determinations to adjust noninvasive or alternative invasive glucose concentrations to traditional invasive glucose concentrations. The invention provides a means for calibrating on the basis of glucose determinations that reflect the matrix observed and the variable measured by the analyzer more closely. A glucose analyzer couples an invasive fingerstick meter to a noninvasive glucose analyzer for calibration, validation, adaptation, and safety check of the calibration model embodied in the noninvasive analyzer.
    • 一种用于校准无创或可植入的葡萄糖分析仪的方法和装置,其使用替代的侵入性葡萄糖测定或非侵入性葡萄糖测定来校准无创或可植入的葡萄糖分析仪。 在校准中使用替代入侵或非侵入性葡萄糖测定可以最大限度地减少由采样方法引起的误差,以及内置于校准模型中的空间和时间变化。 另外的实施方案使用非侵入性和替代性侵入性葡萄糖测定与传统的侵入性葡萄糖测定之间的统计学相关性来调整对于传统侵入性葡萄糖浓度的非侵入性或替代性侵入性葡萄糖浓度。 本发明提供了一种用于基于反映观察到的基质的葡萄糖测定和由分析仪更仔细测量的变量进行校准的方法。 葡萄糖分析仪将无创手指计与无创葡萄糖分析仪相结合,用于非侵入性分析仪中体现的校准模型的校准,验证,适应和安全性检查。
    • 5. 发明授权
    • Method and apparatus using alternative site glucose determinations to calibrate and maintain noninvasive and implantable analyzers
    • 使用替代部位葡萄糖测定来校准和维护无创和可植入分析仪的方法和设备
    • US06998247B2
    • 2006-02-14
    • US10377916
    • 2003-02-28
    • Stephen L. MonfreKevin H. HazenTimothy L. RuchtiThomas B. BlankJames R. Henderson
    • Stephen L. MonfreKevin H. HazenTimothy L. RuchtiThomas B. BlankJames R. Henderson
    • C12Q1/54
    • A61B5/1455A61B5/14532A61B5/1495G01N21/274G01N21/359G01N21/49
    • Methods for calibrating noninvasive or implantable glucose analyzers utilize either alternative invasive glucose determinations or noninvasive glucose determinations for calibrating noninvasive or implantable glucose analyzers. Use of an alternative invasive or noninvasive glucose determination in the calibration allows minimization of errors due to sampling methodology, and spatial and temporal variation that are built into the calibration model. An additional method uses statistical correlations between noninvasive and alternative invasive glucose determinations and traditional invasive glucose determinations to adjust noninvasive or alternative invasive glucose concentrations to traditional invasive glucose concentrations. The methods provide a means for calibrating on the basis of glucose determinations that reflect the matrix observed and the variable measured by the analyzer more closely. A glucose analyzer couples an invasive fingerstick meter to a noninvasive glucose analyzer for calibration, validation, adaptation, and safety check of the calibration model embodied in the noninvasive analyzer.
    • 用于校准无创或可植入葡萄糖分析仪的方法利用替代侵入性葡萄糖测定或非侵入性葡萄糖测定来校准无创或可植入的葡萄糖分析仪。 在校准中使用替代入侵或无创葡萄糖测定可以最小化由采样方法引起的误差,以及内置于校准模型中的空间和时间变化。 一种额外的方法使用非侵入性和替代性侵入性葡萄糖测定与传统侵入性葡萄糖测定之间的统计学相关性来调整传统侵入性葡萄糖浓度的无创或替代侵入性葡萄糖浓度。 这些方法提供了一种基于反映观察到的基质的葡萄糖测定和由分析仪更接近测量的变量进行校准的方法。 葡萄糖分析仪将无创手指计与无创葡萄糖分析仪相结合,用于非侵入性分析仪中体现的校准模型的校准,验证,适应和安全性检查。
    • 8. 再颁专利
    • Multi-tier method of developing localized calibration models for non-invasive blood analyte prediction
    • 开发用于非侵入性血液分析物预测的局部校准模型的多层方法
    • USRE41333E1
    • 2010-05-11
    • US11046673
    • 2005-01-27
    • Thomas B. BlankStephen L. MonfreTimothy L. RuchtiSuresh N. Thennadill
    • Thomas B. BlankStephen L. MonfreTimothy L. RuchtiSuresh N. Thennadill
    • A61B5/1455
    • G01N21/274A61B5/1075A61B5/14532A61B5/1455A61B5/1495A61B5/7264A61B2560/0223A61B2560/0233G01N21/359G01N21/4785G01N21/49
    • 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.
    • 非侵入性血液分析物预测中的多层分类和校准方法通过限制共同变化的光谱干扰来最小化预测误差。 组织样品根据受试者的人口统计学和仪器皮肤测量进行分类,包括体内近红外光谱测量。 多层智能图案分类序列将光谱数据组织成具有组织性质内部高度一致性的簇。 在每个层次中,使用主题人口统计学,光谱测量信息和适合于开发组织分类的其它装置测量法来连续地改进类别。 校准的多层分类方法利用多变量统计学参数和使用光谱特征的多层次分类。 用于多层次分类的变量可以是皮肤表面水合,皮肤表面温度,组织体积水合,以及近红外脂肪带对真皮的相对光学厚度的评估。 使用沿关键波长段的NIR光谱信号评估所有组织参数。