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    • 4. 发明申请
    • SYSTEMS AND METHODS FOR RECONSTRUCTION OF SENSITIVITY ENCODED MRI DATA
    • 用于重建感光度编码的MRI数据的系统和方法
    • US20090224759A1
    • 2009-09-10
    • US12414632
    • 2009-03-30
    • Evgueni G. KholmovskiDennis Lee Parker
    • Evgueni G. KholmovskiDennis Lee Parker
    • G01R33/20
    • G01R33/5611
    • Methods and systems in a parallel magnetic resonance imaging (MRI) system utilize sensitivity-encoded MRI data acquired from multiple receiver coils together with spatially dependent receiver coil sensitivities to generate MRI images. The acquired MRI data forms a reduced MRI data set that is undersampled in at least a phase-encoding direction in a frequency domain. The acquired MRI data and auto-calibration signal data are used to determine reconstruction coefficients for each receiver coil using a weighted or a robust least squares method. The reconstruction coefficients vary spatially with respect to at least the spatial coordinate that is orthogonal to the undersampled, phase-encoding direction(s) (e.g., a frequency encoding direction). Values for unacquired MRI data are determined by linearly combining the reconstruction coefficients with the acquired MRI data within neighborhoods in the frequency domain that depend on imaging geometry, coil sensitivity characteristics, and the undersampling factor of the acquired MRI data. An MRI image is determined from the reconstructed unacquired data and the acquired MRI data.
    • 并行磁共振成像(MRI)系统中的方法和系统利用从多个接收器线圈获取的灵敏度编码的MRI数据以及空间相关的接收器线圈灵敏度来产生MRI图像。 获取的MRI数据形成在频域中的至少相位编码方向上欠采样的减小的MRI数据集。 所获取的MRI数据和自动校准信号数据用于使用加权或鲁棒最小二乘法来确定每个接收器线圈的重建系数。 至少相对于欠采样的相位编码方向(例如,频率编码方向)正交的空间坐标,重建系数在空间上变化。 通过线性组合重构系数与取决于所获取的MRI数据的成像几何,线圈灵敏度特性和欠采样因子的频域中的邻域内的获取的MRI数据来确定未查询的MRI数据的值。 根据重建的无序数据和获取的MRI数据确定MRI图像。
    • 5. 发明授权
    • Systems and methods for reconstruction of sensitivity encoded MRI data
    • 用于图像重建的灵敏度编码MRI数据的系统和方法
    • US07884604B2
    • 2011-02-08
    • US12414632
    • 2009-03-30
    • Evgueni G. KholmovskiDennis Lee Parker
    • Evgueni G. KholmovskiDennis Lee Parker
    • G01V3/00A61B5/05
    • G01R33/5611
    • Methods and systems in a parallel magnetic resonance imaging (MRI) system utilize sensitivity-encoded MRI data acquired from multiple receiver coils together with spatially dependent receiver coil sensitivities to generate MRI images. The acquired MRI data forms a reduced MRI data set that is undersampled in at least a phase-encoding direction in a frequency domain. The acquired MRI data and auto-calibration signal data are used to determine reconstruction coefficients for each receiver coil using a weighted or a robust least squares method. The reconstruction coefficients vary spatially with respect to at least the spatial coordinate that is orthogonal to the undersampled, phase-encoding direction(s) (e.g., a frequency encoding direction). Values for unacquired MRI data are determined by linearly combining the reconstruction coefficients with the acquired MRI data within neighborhoods in the frequency domain that depend on imaging geometry, coil sensitivity characteristics, and the undersampling factor of the acquired MRI data. An MRI image is determined from the reconstructed unacquired data and the acquired MRI data.
    • 并行磁共振成像(MRI)系统中的方法和系统利用从多个接收器线圈获取的灵敏度编码的MRI数据以及空间相关的接收器线圈灵敏度来产生MRI图像。 获取的MRI数据形成在频域中的至少相位编码方向上欠采样的减小的MRI数据集。 所获取的MRI数据和自动校准信号数据用于使用加权或鲁棒最小二乘法来确定每个接收器线圈的重建系数。 至少相对于欠采样的相位编码方向(例如,频率编码方向)正交的空间坐标,重建系数在空间上变化。 通过线性组合重构系数与取决于所获取的MRI数据的成像几何,线圈灵敏度特性和欠采样因子的频域中的邻域内的获取的MRI数据来确定未查询的MRI数据的值。 根据重建的无序数据和获取的MRI数据确定MRI图像。
    • 6. 发明授权
    • Systems and methods for image reconstruction of sensitivity encoded MRI data
    • 用于图像重建的灵敏度编码MRI数据的系统和方法
    • US07511495B2
    • 2009-03-31
    • US11412073
    • 2006-04-25
    • Evgueni G. KholmovskiDennis Lee ParkerEdward V. R. Dibella
    • Evgueni G. KholmovskiDennis Lee ParkerEdward V. R. Dibella
    • G01V3/00
    • G01R33/5611
    • Methods and systems in a parallel magnetic resonance imaging (MRI) system utilize sensitivity-encoded MRI data acquired from multiple receiver coils together with spatially dependent receiver coil sensitivities to generate MRI images. The acquired MRI data forms a reduced MRI data set that is undersampled in at least a phase-encoding direction in a frequency domain. The acquired MRI data and auto-calibration signal data are used to determine reconstruction coefficients for each receiver coil using a weighted or a robust least squares method. The reconstruction coefficients vary spatially with respect to at least the spatial coordinate that is orthogonal to the undersampled, phase-encoding direction(s) (e.g., a frequency encoding direction). Values for unacquired MRI data are determined by linearly combining the reconstruction coefficients with the acquired MRI data within neighborhoods in the frequency domain that depend on imaging geometry, coil sensitivity characteristics, and the undersampling factor of the acquired MRI data. An MRI image is determined from the reconstructed unacquired data and the acquired MRI data.
    • 并行磁共振成像(MRI)系统中的方法和系统利用从多个接收器线圈获取的灵敏度编码的MRI数据以及空间相关的接收器线圈灵敏度来产生MRI图像。 获取的MRI数据形成在频域中的至少相位编码方向上欠采样的减小的MRI数据集。 所获取的MRI数据和自动校准信号数据用于使用加权或鲁棒最小二乘法来确定每个接收器线圈的重建系数。 至少相对于欠采样的相位编码方向(例如,频率编码方向)正交的空间坐标,重建系数在空间上变化。 通过线性组合重构系数与取决于所获取的MRI数据的成像几何,线圈灵敏度特性和欠采样因子的频域中的邻域内的获取的MRI数据来确定未查询的MRI数据的值。 根据重建的无序数据和获取的MRI数据确定MRI图像。
    • 8. 发明授权
    • PPA MRT method and apparatus with scaled contribution of k-space data to the reconstructed image
    • PPA MRT方法和装置,其具有k空间数据对重建图像的贡献
    • US07429862B2
    • 2008-09-30
    • US11406573
    • 2006-04-18
    • Evgueni G. KholmovskiStephan Kannengiesser
    • Evgueni G. KholmovskiStephan Kannengiesser
    • G01V3/00
    • G01R33/5611
    • In a PPA MRT method and apparatus, a selected region of k-space containing respective portions of some of the incomplete, measured data lines and respective portions of some of the complete, reconstructed data lines is designated. For each data line in the selected region, a level of the noise therein is identified. For each reconstructed, complete data line in the selected region, a scaling factor is calculated that is dependent on the noise level in that reconstructed, complete data line and the noise level in at least one neighboring incomplete, measured data line in the selected region. The scaling factor is then applied to the reconstructed, complete data line in question, so that the contribution of that line to the overall reconstructed image is adjusted according to the scaling factor. The scaling factor can be limited dependent on where the selected region is located in k-space.
    • 在PPA MRT方法和装置中,指定包含一些不完整测量数据线的各部分的k空间的选定区域以及一些完整的重建数据线的相应部分。 对于所选区域中的每个数据线,识别其中的噪声水平。 对于所选区域中的每个重建的完整数据线,计算取决于该重建的完整数据线中的噪声电平和所选区域中的至少一个相邻不完整测量数据线中的噪声电平的缩放因子。 然后将缩放因子应用于所讨论的重建的完整数据线,使得根据缩放因子来调整该线对整个重建图像的贡献。 缩放因子可以根据所选择的区域在k空间中的位置进行限制。
    • 10. 发明申请
    • SYSTEMS AND METHODS FOR IMAGE RECONSTRUCTION OF SENSITIVITY ENCODED MRI DATA
    • 用于图像重建的灵敏度编码的MRI数据的系统和方法
    • US20110084693A1
    • 2011-04-14
    • US12972192
    • 2010-12-17
    • Evgueni G. KholmovskiDennis Lee Parker
    • Evgueni G. KholmovskiDennis Lee Parker
    • G01R33/44
    • G01R33/5611
    • Methods and systems in a parallel magnetic resonance imaging (MRI) system utilize sensitivity-encoded MRI data acquired from multiple receiver coils together with spatially dependent receiver coil sensitivities to generate MRI images. The acquired MRI data forms a reduced MRI data set that is undersampled in at least a phase-encoding direction in a frequency domain. The acquired MRI data and auto-calibration signal data are used to determine reconstruction coefficients for each receiver coil using a weighted or a robust least squares method. The reconstruction coefficients vary spatially with respect to at least the spatial coordinate that is orthogonal to the undersampled, phase-encoding direction(s) (e.g., a frequency encoding direction). Values for unacquired MRI data are determined by linearly combining the reconstruction coefficients with the acquired MRI data within neighborhoods in the frequency domain that depend on imaging geometry, coil sensitivity characteristics, and the undersampling factor of the acquired MRI data. An MRI image is determined from the reconstructed unacquired data and the acquired MRI data.
    • 并行磁共振成像(MRI)系统中的方法和系统利用从多个接收器线圈获取的灵敏度编码的MRI数据以及空间相关的接收器线圈灵敏度来产生MRI图像。 获取的MRI数据形成在频域中的至少相位编码方向上欠采样的减小的MRI数据集。 所获取的MRI数据和自动校准信号数据用于使用加权或鲁棒最小二乘法来确定每个接收器线圈的重建系数。 至少相对于欠采样的相位编码方向(例如,频率编码方向)正交的空间坐标,重建系数在空间上变化。 通过线性组合重构系数与取决于所获取的MRI数据的成像几何,线圈灵敏度特性和欠采样因子的频域中的邻域内的获取的MRI数据来确定未查询的MRI数据的值。 根据重建的无序数据和获取的MRI数据确定MRI图像。