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公开(公告)号：US10964017B2
公开(公告)日：2021-03-30
申请号：US16192551
申请日：2018-11-15
Applicant: General Electric Company
Inventor： Jed Douglas Pack , Peter Michael Edic , Xin Wang , Xia Li , Prem Venugopal , James Vradenburg Miller
Abstract: The present disclosure relates to training one or more neural networks for vascular vessel assessment using synthetic image data for which ground-truth data is known. In certain implementations, the synthetic image data may be based in part, or derived from, clinical image data for which ground-truth data is not known or available. Neural networks trained in this manner may be used to perform one or more of vessel segmentation, decalcification, Hounsfield unit scoring, and/or estimation of a hemodynamic parameter.
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公开(公告)号：US10082473B2
公开(公告)日：2018-09-25
申请号：US14793432
申请日：2015-07-07
Applicant: GENERAL ELECTRIC COMPANY
Inventor： Jed Douglas Pack , Vance Scott Robinson
IPC: G21K3/00 , G01N23/046 , G21K1/02
CPC classification number: G01N23/046 , G01N2223/313 , G01N2223/419 , G21K1/025
Abstract: An X-ray filter assembly is disclosed having a stack of X-ray attenuating sheets that are angled so as to have a focus point. When implemented in an imaging system, the focus point of the filter assembly is spatially offset (e.g., behind) the X-ray emission location. The filter assembly may be used (e.g., translated, rotated, and so forth) to adjust the intensity profile of the X-rays seen in an imaging volume.
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公开(公告)号：US20170039735A1
公开(公告)日：2017-02-09
申请号：US14820293
申请日：2015-08-06
Applicant: GENERAL ELECTRIC COMPANY
Inventor： Ali Can , Bruno Kristiaan Bernard De Man , Jed Douglas Pack , John Christopher Boot , Eri Haneda
CPC classification number: G01N23/046 , G01N33/24 , G01N2223/419 , G01N2223/616 , G06T11/005
Abstract: Approaches related to performing calibration of a CT scanner or of processes (e.g., correction and/or reconstruction) performed on acquired CT scan data are described. In certain described approaches, calibration is attained without performing a calibration scan using a dedicated calibration phantom. In certain embodiments, calibration is performed using a feature intrinsic to the imaged object, such as a jacket disposed about a drilled core sample.
Abstract translation: 描述与执行CT扫描器的校准或对获取的CT扫描数据执行的处理（例如，校正和/或重构）相关的方法。 在某些描述的方法中，在不使用专用校准体模进行校准扫描的情况下获得校准。 在某些实施例中，使用成像对象固有的特征来执行校准，例如围绕钻孔芯样本设置的护套。
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公开(公告)号：US20170011815A1
公开(公告)日：2017-01-12
申请号：US14793432
申请日：2015-07-07
Applicant: General Electric Company
Inventor： Jed Douglas Pack , Vance Scott Robinson
CPC classification number: G01N23/046 , G01N2223/313 , G01N2223/419 , G21K1/025
Abstract: An X-ray filter assembly is disclosed having a stack of X-ray attenuating sheets that are angled so as to have a focus point. When implemented in an imaging system, the focus point of the filter assembly is spatially offset (e.g., behind) the X-ray emission location. The filter assembly may be used (e.g., translated, rotated, and so forth) to adjust the intensity profile of the X-rays seen in an imaging volume.
Abstract translation: 公开了一种X射线滤光器组件，其具有倾斜以便具有焦点的X射线衰减片的堆叠。 当在成像系统中实现时，过滤器组件的焦点在X射线发射位置处被空间偏移（例如在后面）。 可以使用（例如，平移，旋转等等）的过滤器组件来调节在成像体积中看到的X射线的强度分布。
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公开(公告)号：US20160210762A1
公开(公告)日：2016-07-21
申请号：US14597896
申请日：2015-01-15
Applicant: General Electric Company
Inventor： Lin Fu , Bruno Kristiaan Bernard DeMan , Jed Douglas Pack
IPC: G06T11/00
CPC classification number: G06T11/006 , G06T2211/421 , G06T2211/424 , G06T2211/432
Abstract: The present approaches relate to frequency-split iterative reconstruction approaches. In some embodiment, such approaches provide for the combination of the low frequency components of an analytical reconstruction (e.g., a filtered back projection) and the high frequency components of an iterative reconstruction. In certain embodiments, frequency-split iterative reconstruction is used for generating region of interest images.
Abstract translation: 目前的方法涉及频率分割迭代重建方法。 在一些实施例中，这种方法提供了分析重构（例如，滤波反投影）的低频分量与迭代重建的高频分量的组合。 在某些实施例中，使用频率分割迭代重构来产生感兴趣区域图像。
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Patent Agency Ranking
6.发明申请SYSTEMS AND METHODS FOR ADJUSTABLE VIEW FREQUENCY COMPUTED TOMOGRAPHY IMAGING 有权用于可调节视频频率计算机图像成像的系统和方法公开(公告)号：US20160038113A1
公开(公告)日：2016-02-11
申请号：US14451616
申请日：2014-08-05
Applicant: General Electric Company
Inventor： Jiahua Fan , Jed Douglas Pack , Guangzhi Cao , David Joseph Pitterle , Grant Morey Stevens
Abstract: An imaging system includes a computed tomography (CT) acquisition unit and a processing unit. The CT acquisition unit includes an X-ray source and a CT detector configured to collect CT imaging data of an object to be imaged. The X-ray source and CT detector are configured to be rotated about the object to be imaged and to collect a series of views of the object as the X-ray source and CT detector rotate about the object to be imaged. The processing unit is operably coupled to the CT acquisition unit and configured to control the CT acquisition unit to vary a view duration for the views of the series. The view duration for a particular view defines an imaging information acquisition period for the particular view, wherein the series of views includes a first group of views having a first view duration and a second group of views having a second view duration that is different than the first view duration.
Abstract translation: 成像系统包括计算机断层摄影（CT）获取单元和处理单元。 CT采集单元包括：X射线源和CT检测器，被配置为收集待成像对象的CT成像数据。 X射线源和CT检测器被配置为围绕待成像对象旋转，并且当X射线源和CT检测器围绕待成像对象旋转时，收集对象的一系列视图。 处理单元可操作地耦合到CT采集单元并且被配置为控制CT采集单元以改变该系列视图的视图持续时间。 特定视图的视图持续时间定义了特定视图的成像信息获取周期，其中，所述一系列视图包括具有第一视图持续时间的第一组视图和具有不同于第二视图持续时间的第二视图持续时间 第一次观看时间。
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公开(公告)号：US20200163639A1
公开(公告)日：2020-05-28
申请号：US16200175
申请日：2018-11-26
Applicant: General Electric Company
Inventor： Bruno Kristiaan Bernard De Man , Eri Haneda , Jed Douglas Pack , Bernhard Erich Hermann Claus
Abstract: In accordance with the present disclosure, the present technique finds a diagnostic scan timing for a non-static object (e.g., a heart or other dynamic object undergoing motion) from raw scan data, as opposed to reconstructed image data. To find the scan timing, a monitoring scan of a patient's heart is performed. In the monitoring scan, the patient dose may be limited or minimized. As the projection data is acquired during such a monitoring scan, the projection data may be subjected to sinogram analysis in a concurrent or real-time manner to determine when to start (or trigger) the diagnostic scan.
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公开(公告)号：US20200043204A1
公开(公告)日：2020-02-06
申请号：US16056111
申请日：2018-08-06
Applicant: General Electric Company
Inventor： Lin Fu , Sathish Ramani , Jie Tang , Bruno Kristiaan Bernard De Man , Jed Douglas Pack , Jiang Hsieh , Ge Wang
Abstract: The present disclosure relates to image reconstruction with favorable properties in terms of noise reduction, spatial resolution, detail preservation and computational complexity. The disclosed techniques may include some or all of: a first-pass reconstruction, a simplified datafit term, and/or a deep learning denoiser. In various implementations, the disclosed technique is portable to different CT platforms, such as by incorporating a first-pass reconstruction step.
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公开(公告)号：US10448915B2
公开(公告)日：2019-10-22
申请号：US15633819
申请日：2017-06-27
Applicant: General Electric Company
Inventor： Bruno Kristiaan Bernard De Man , Jed Douglas Pack , Eri Haneda , Sathish Ramani , Jiang Hsieh , James Vradenburg Miller , Peter Michael Edic
Abstract: A method for characterizing anatomical features includes receiving scanned data and image data corresponding to a subject. The scanned data comprises sinogram data. The method further includes identifying a first region in an image of the image data corresponding to a region of interest. The method also includes determining a second region in the scanned data. The second region corresponds to the first region. The method further includes identifying a sinogram trace corresponding to the region of interest. The sinogram trace comprises sinogram data present within the second region. The method includes determining a data feature of the subject based on the sinogram trace and a deep learning network. The method also includes determining a diagnostic condition corresponding to a medical condition of the subject based on the data feature.
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公开(公告)号：US09953440B2
公开(公告)日：2018-04-24
申请号：US14597896
申请日：2015-01-15
Applicant: GENERAL ELECTRIC COMPANY
Inventor： Lin Fu , Bruno Kristiaan Bernard DeMan , Jed Douglas Pack
IPC: G06T11/00
CPC classification number: G06T11/006 , G06T2211/421 , G06T2211/424 , G06T2211/432
Abstract: The present approaches relate to frequency-split iterative reconstruction approaches. In some embodiment, such approaches provide for the combination of the low frequency components of an analytical reconstruction (e.g., a filtered back projection) and the high frequency components of an iterative reconstruction. In certain embodiments, frequency-split iterative reconstruction is used for generating region of interest images.
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