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    • 1. 发明授权
    • Method of reconstructing a tomographic image using a graphics processing unit
    • 使用图形处理单元重建断层图像的方法
    • US08314796B2
    • 2012-11-20
    • US11710273
    • 2007-02-23
    • Guillem PratxPeter D. OlcottCraig S. Levin
    • Guillem PratxPeter D. OlcottCraig S. Levin
    • G06T17/00G06K9/00
    • G06T11/005A61B6/508
    • The present invention provides a method of reconstructing a tomographic image. In a first step, a tomographic image is forward-projected along a list of geometrical lines in a GPU. This list of geometrical lines may be list-mode event data acquired from a tomographic scanner. Alternatively, the list may be a list of weighted lines derived from a sinogram, a histogram, or a timogram acquired from a tomographic scanner. Next, the list of geometrical lines is back-projected into a 3-dimensional volume using the GPU. The results of the forward- and back-projection are then used to reconstruct the tomographic image, which is then provided as an output, e.g. to make the image available for further processing. Examples of output include storage on a storage medium and display on a display device.
    • 本发明提供一种重建断层图像的方法。 在第一步中,断层图像沿着GPU中的几何线的列表向前投影。 该几何线列表可以是从断层扫描仪获得的列表模式事件数据。 或者,列表可以是从断层扫描仪获取的正弦图,直方图或时间图图导出的加权线列表。 接下来,使用GPU将几何线的列表反投影到3维体积中。 然后将前向和后向投影的结果用于重建断层图像,然后将其提供为输出,例如。 以使图像可用于进一步处理。 输出的示例包括在存储介质上的存储并显示在显示设备上。
    • 3. 发明申请
    • Molecular imaging using radioluminescent nanoparticles
    • 使用放射性发光纳米粒子的分子成像
    • US20110251484A1
    • 2011-10-13
    • US13066190
    • 2011-04-08
    • Colin M. CarpenterLei XingGuillem PratxConroy Ghin Chee Sun
    • Colin M. CarpenterLei XingGuillem PratxConroy Ghin Chee Sun
    • A61B6/00
    • A61B6/4057A61B6/032A61B6/425A61B6/508
    • Molecular imaging of radioluminescent nanoparticle probes injected into biological tissue is performed by irradiated the tissue with ionizing radiation to induce radioluminescence at optical wavelengths, preferably at predetermined near infrared wavelengths. The optical light is detected and processed to determine a spatial distribution of the probes. The radioluminescent nanoparticles may be inorganic or organic phosphors, scintillators, or quantum dots. Imaging systems realizing this technique include tomographic systems using an x-ray beam to sequentially irradiate selected regions, systems with a radioactive source producing the ionizing radiation from outside the tissue, such as with a beam, or inside the tissue, such as with an endoscope or injected radiopharmaceutical. The optical signals may be detected by a photodetector array external to the tissue, a photodetector integrated with an endoscope or mammographic paddle, integrated into a capsule endoscope, or an array positioned near the biological tissue.
    • 注射到生物组织中的放射性发光纳米颗粒探针的分子成像通过用电离辐射照射组织来进行,以在光波长下诱导放射性发光,优选在预定的近红外波长处。 检测和处理光学光以确定探针的空间分布。 放射性发光纳米颗粒可以是无机或有机磷光体,闪烁体或量子点。 实现该技术的成像系统包括使用X射线束依次照射所选择的区域的断层摄影系统,具有从组织外部产生电离辐射的放射源的系统,例如用光束或在组织内部,例如用内窥镜 或注射放射性药物。 光信号可以通过组织外部的光电检测器阵列检测,与内窥镜或乳房X射线检查器集成的光电检测器集成到胶囊型内窥镜中,或者位于靠近生物组织的阵列中。
    • 5. 发明申请
    • Method of reconstructing a tomographic image using a graphics processing unit
    • 使用图形处理单元重建断层图像的方法
    • US20070201611A1
    • 2007-08-30
    • US11710273
    • 2007-02-23
    • Guillem PratxPeter OlcottCraig Levin
    • Guillem PratxPeter OlcottCraig Levin
    • H05G1/60A61B6/00G01N23/00G21K1/12
    • G06T11/005A61B6/508
    • The present invention provides a method of reconstructing a tomographic image. In a first step, a tomographic image is forward-projected along a list of geometrical lines in a GPU. This list of geometrical lines may be list-mode event data acquired from a tomographic scanner. Alternatively, the list may be a list of weighted lines derived from a sinogram, a histogram, or a timogram acquired from a tomographic scanner. Next, the list of geometrical lines is back-projected into a 3-dimensional volume using the GPU. The results of the forward- and back-projection are then used to reconstruct the tomographic image, which is then provided as an output, e.g. to make the image available for further processing. Examples of output include storage on a storage medium and display on a display device.
    • 本发明提供一种重建断层图像的方法。 在第一步中,断层图像沿着GPU中的几何线的列表向前投影。 该几何线列表可以是从断层扫描仪获得的列表模式事件数据。 或者,列表可以是从断层扫描仪获取的正弦图,直方图或时间图图导出的加权线列表。 接下来,使用GPU将几何线的列表反投影到3维体积中。 然后将前向和后向投影的结果用于重建断层图像,然后将其提供为输出,例如。 以使图像可用于进一步处理。 输出的示例包括在存储介质上的存储并显示在显示设备上。
    • 6. 发明授权
    • Molecular imaging using radioluminescent nanoparticles
    • 使用放射性发光纳米粒子的分子成像
    • US09456794B2
    • 2016-10-04
    • US13066190
    • 2011-04-08
    • Colin M CarpenterLei XingGuillem PratxConroy Ghin Chee Sun
    • Colin M CarpenterLei XingGuillem PratxConroy Ghin Chee Sun
    • A61B6/00A61B6/03
    • A61B6/4057A61B6/032A61B6/425A61B6/508
    • Molecular imaging of radioluminescent nanoparticle probes injected into biological tissue is performed by irradiated the tissue with ionizing radiation to induce radioluminescence at optical wavelengths, preferably at predetermined near infrared wavelengths. The optical light is detected and processed to determine a spatial distribution of the probes. The radioluminescent nanoparticles may be inorganic or organic phosphors, scintillators, or quantum dots. Imaging systems realizing this technique include tomographic systems using an x-ray beam to sequentially irradiate selected regions, systems with a radioactive source producing the ionizing radiation from outside the tissue, such as with a beam, or inside the tissue, such as with an endoscope or injected radiopharmaceutical. The optical signals may be detected by a photodetector array external to the tissue, a photodetector integrated with an endoscope or mammographic paddle, integrated into a capsule endoscope, or an array positioned near the biological tissue.
    • 注射到生物组织中的放射性发光纳米颗粒探针的分子成像通过用电离辐射照射组织来进行,以在光波长下诱导放射性发光,优选在预定的近红外波长处。 检测和处理光学光以确定探针的空间分布。 放射性发光纳米颗粒可以是无机或有机磷光体,闪烁体或量子点。 实现该技术的成像系统包括使用X射线束依次照射所选择的区域的断层摄影系统,具有从组织外部产生电离辐射的放射源的系统,例如用光束或在组织内部,例如用内窥镜 或注射放射性药物。 光信号可以通过组织外部的光电检测器阵列检测,与内窥镜或乳房X射线检查器集成的光电检测器集成到胶囊型内窥镜中,或者位于靠近生物组织的阵列中。
    • 8. 发明授权
    • Shift-varying line projection using graphics hardware
    • 使用图形硬件的变化线投影
    • US09111381B2
    • 2015-08-18
    • US12931263
    • 2011-01-27
    • Craig S. LevinGuillem PratxJingyu CuiSven P. Prevrhal
    • Craig S. LevinGuillem PratxJingyu CuiSven P. Prevrhal
    • G06T15/00G06T11/00
    • G06T11/006G06T15/005G06T2211/421G06T2211/428
    • Line segments are classified according to orientation to improve list mode reconstruction of tomography data using graphics processing units (GPUs). The new approach addresses challenges which include compute thread divergence and random memory access by exploiting GPU capabilities such as shared memory and atomic operations. The benefits of the GPU implementation are compared with a reference CPU-based code. When applied to positron emission tomography (PET) image reconstruction, the GPU implementation is 43× faster, and images are virtually identical. In particular, the deviation between the GPU and the CPU implementation is less than 0.08% (RMS) after five iterations of the reconstruction algorithm, which is of negligible consequence in typical clinical applications.
    • 线段根据方向进行分类,以使用图形处理单元(GPU)来改进层析成像数据的列表模式重建。 新方法解决了通过利用GPU功能(如共享内存和原子操作)来计算线程发散和随机存储器访问的挑战。 将GPU实现的好处与基于CPU的代码进行比较。 当应用于正电子发射断层扫描(PET)图像重建时,GPU实现速度提高43倍,图像几乎相同。 特别地,在重建算法的五次迭代之后,GPU和CPU实现之间的偏差小于0.08%(RMS),这在典型的临床应用中可以忽略不计。
    • 9. 发明授权
    • Method and apparatus for imaging using robust bayesian sequence reconstruction
    • 使用鲁棒贝叶斯序列重建的成像方法和装置
    • US08274054B2
    • 2012-09-25
    • US12607853
    • 2009-10-28
    • Guillem PratxCraig S. Levin
    • Guillem PratxCraig S. Levin
    • G01T1/00
    • G01T1/2985A61B6/037A61B6/508
    • Methods and systems for determining a sequence of energy interactions in a detector. A plurality of discrete energy interactions is received in a plurality of detector voxels. A plurality of possible sequences of interaction is formed based on the received plurality of discrete energy interactions. For each of the plurality of possible sequences of interaction, an a posteriori probability is computed, where the a posteriori probability is based on a likelihood that the possible sequence of interaction is consistent with the received plurality of discrete energy interactions. Additionally or alternatively, the a posteriori probability may be based on an a priori probability. One of the formed plurality of possible sequences of interaction is selected based on the computed a posteriori probability.
    • 用于确定检测器中能量相互作用序列的方法和系统。 在多个检测器体素中接收多个离散能量相互作用。 基于所接收的多个离散能量相互作用形成多个可能的相互作用序列。 对于多个可能的交互序列中的每一个,计算后验概率,其中后验概率基于可能的交互序列与所接收的多个离散能量相互作用一致的可能性。 另外或替代地,后验概率可以基于先验概率。 基于所计算的后验概率来选择所形成的多个可能的交互序列中的一个。
    • 10. 发明申请
    • METHOD AND APPARATUS FOR IMAGING USING ROBUST BAYESIAN SEQUENCE RECONSTRUCTION
    • 使用稳健的BAYESIAN序列重建成像的方法和装置
    • US20100108894A1
    • 2010-05-06
    • US12607853
    • 2009-10-28
    • Guillem PratxCraig S. Levin
    • Guillem PratxCraig S. Levin
    • G01T1/20G01T1/24
    • G01T1/2985A61B6/037A61B6/508
    • Methods and systems for determining a sequence of energy interactions in a detector. A plurality of discrete energy interactions is received in a plurality of detector voxels. A plurality of possible sequences of interaction is formed based on the received plurality of discrete energy interactions. For each of the plurality of possible sequences of interaction, an a posteriori probability is computed, where the a posteriori probability is based on a likelihood that the possible sequence of interaction is consistent with the received plurality of discrete energy interactions. Additionally or alternatively, the a posteriori probability may be based on an a priori probability. One of the formed plurality of possible sequences of interaction is selected based on the computed a posteriori probability.
    • 用于确定检测器中能量相互作用序列的方法和系统。 在多个检测器体素中接收多个离散能量相互作用。 基于所接收的多个离散能量相互作用形成多个可能的相互作用序列。 对于多个可能的交互序列中的每一个,计算后验概率,其中后验概率基于可能的交互序列与所接收的多个离散能量相互作用一致的可能性。 另外或替代地,后验概率可以基于先验概率。 基于所计算的后验概率来选择所形成的多个可能的交互序列中的一个。