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公开(公告)号：US20190138693A1
公开(公告)日：2019-05-09
申请号：US15808536
申请日：2017-11-09
Applicant: General Electric Company
Inventor： Serge Muller , Axel Crasemann , Marco Blumenthal , Sylvain Bernard , Razvan Iordache
Abstract: Apparatus, systems, and methods for computer-aided detection are disclosed and described. An example apparatus includes at least one processor and a memory. The example memory includes instructions which, when executed, cause the at least one processor to at least: associate first patient data and first outcome data according to a set of association rules; train a processing model using machine learning and the associated first patient data and first outcome data; generate a computer-aided decision processing algorithm using the processing model; update the computer-aided decision processing algorithm based on at least one of second patient data or second outcome data received from a cloud infrastructure; and deploy the updated computer-aided decision processing algorithm to be applied to third patient data.
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公开(公告)号：US20180165840A1
公开(公告)日：2018-06-14
申请号：US15377465
申请日：2016-12-13
Applicant: General Electric Company
Inventor： Sylvain Bernard , Giovanni Palma
IPC: G06T11/00 , G06T7/00 , G06K9/46 , A61B6/02 , A61B6/00 , A61B5/055 , A61B8/08 , A61B90/11 , A61B6/04
Abstract: Abstract systems and methods of biopsy control include reconstructing a 3D volume from a plurality of tomosynthesis projection images and producing a plurality of synthetic stereo images from the plurality of tomosynthesis projection images. At least the synthetic stereo images are presented on a graphical display to a clinician to facilitate at least one input of a biopsy location for biopsy control.
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公开(公告)号：US20160183901A1
公开(公告)日：2016-06-30
申请号：US14984846
申请日：2015-12-30
Applicant: GENERAL ELECTRIC COMPANY
Inventor： Sylvain Bernard
CPC classification number: A61B6/5205 , A61B6/025 , A61B6/502 , A61B6/5258 , A61B6/542 , G06T11/005 , G06T2211/436
Abstract: Method and system for obtaining images of an object of interest using a system comprising an x-ray source facing a detector. The method and system enable the acquiring of a plurality of 2D projection images of the object of interest in a plurality of orientations. A selected 2D projection image such as the zero projection of the plurality of projections can be enhanced by using at least a subset of the plurality of tomosynthesis projection images. The obtained enhanced 2D projection image is displayed for review.
Abstract translation: 用于使用包括面向检测器的x射线源的系统来获得感兴趣对象的图像的方法和系统。 该方法和系统使得能够以多个取向获取感兴趣对象的多个2D投影图像。 可以通过使用多个断层合成投影图像的至少一个子集来增强所选择的2D投影图像，例如多个投影的零投影。 获得的增强2D投影图像被显示以供审查。
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公开(公告)号：US10796430B2
公开(公告)日：2020-10-06
申请号：US15960803
申请日：2018-04-24
Applicant: General Electric Company
Inventor： Sylvain Bernard , Cynthia Davis
Abstract: A system and method for the detection of ROIs in images obtained of a breast or other tissue of a patient significantly improves the speed and precision/accuracy of navigation between multimodality 2D and 3D images. In the system and method, images of the tissue are obtained in a DBT acquisition to generate a synthetic 2D image of the imaged tissue and in a 3D, e.g., ultrasound, image acquisition. The 2D image generation process creates a synthetic 2D image that embed a navigation map correlating pixels in the 2D images to sections of the 3D ultrasound volume, such as via a registration between the 3D ultrasound volume and a 3D volume created using the DBT image data. When a synthetic 2D image is reviewed, an ROI on the 2D image is selected and the system will additionally present the user with the section of the 3D volume containing that ROI.
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公开(公告)号：US20200211240A1
公开(公告)日：2020-07-02
申请号：US16235046
申请日：2018-12-28
Applicant: General Electric Company
Inventor： Sylvain Bernard
IPC: G06T11/00
Abstract: Methods, apparatus and systems for deep learning based image reconstruction are disclosed herein. An example at least one computer-readable storage medium includes instructions that, when executed, cause at least one processor to at least: obtain a plurality of two-dimensional (2D) tomosynthesis projection images of an organ by rotating an x-ray emitter to a plurality of orientations relative to the organ and emitting a first level of x-ray energization from the emitter for each projection image of the plurality of 2D tomosynthesis projection images; reconstruct a three-dimensional (3D) volume of the organ from the plurality of 2D tomosynthesis projection images; obtain an x-ray image of the organ with a second level of x-ray energization; generate a synthetic 2D image generation algorithm from the reconstructed 3D volume based on a similarity metric between the synthetic 2D image and the x-ray image; and deploy a model instantiating the synthetic 2D image generation algorithm.
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Patent Agency Ranking
公开(公告)号：US20190325573A1
公开(公告)日：2019-10-24
申请号：US15960803
申请日：2018-04-24
Applicant: General Electric Company
Inventor： Sylvain Bernard , Cynthia Davis
Abstract: A system and method for the detection of ROIs in images obtained of a breast or other tissue of a patient significantly improves the speed and precision/accuracy of navigation between multimodality 2D and 3D images. In the system and method, images of the tissue are obtained in a DBT acquisition to generate a synthetic 2D image of the imaged tissue and in a 3D, e.g., ultrasound, image acquisition. The 2D image generation process creates a synthetic 2D image that embed a navigation map correlating pixels in the 2D images to sections of the 3D ultrasound volume, such as via a registration between the 3D ultrasound volume and a 3D volume created using the DBT image data. When a synthetic 2D image is reviewed, an ROI on the 2D image is selected and the system will additionally present the user with the section of the 3D volume containing that ROI.
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7.发明申请METHOD AND SYSTEM FOR OBTAINING LOW DOSE TOMOSYNTHESIS AND MATERIAL DECOMPOSITION IMAGES 审中-公开用于获得低剂量酪蛋白和材料分解图像的方法和系统公开(公告)号：US20160189376A1
公开(公告)日：2016-06-30
申请号：US14978460
申请日：2015-12-22
Applicant: GENERAL ELECTRIC COMPANY
Inventor： Sylvain Bernard , Razvan Gabriel Iordache , Serge Louis Wilfrid Muller , Giovanni John Jacques Palma , Ann-Katherine Carton , Pablo Milioni de Carvalho
CPC classification number: G06T11/006 , A61B6/025 , A61B6/481 , A61B6/482 , A61B6/502 , G06T2211/408 , G06T2211/436
Abstract: Method and system for obtaining tomosynthesis and material decomposition images of an object of interest using a system comprising an x-ray source facing a detector. The method comprises generating a 2D material decomposition image of an object of interest from at least two sets of acquisitions. Each set is performed at a different energy spectrum and comprises at least one projection image or a plurality of projection images acquired at different x-ray source angulation positions, and the 2D material decomposition image can be generated for a predetermined orientation selected from one of said different x-ray source angulation positions or from a virtual orientation. At least one of the plurality of 3D volume portion images and/or the 2D contrast enhanced material decomposition image are displayed for review by a health care professional.
Abstract translation: 用于使用包括面向检测器的x射线源的系统来获得感兴趣对象的体层合成和材料分解图像的方法和系统。 该方法包括从至少两组获取生成感兴趣对象的2D材料分解图像。 每个组以不同的能量谱进行，并且包括在不同x射线源角度位置处获取的至少一个投影图像或多个投影图像，并且2D材料分解图像可以针对从所述 不同的x射线源角度位置或虚拟方向。 多个3D体积部分图像和/或2D对比增强材料分解图像中的至少一个被显示供医疗保健专业人员审阅。
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公开(公告)号：US10535167B2
公开(公告)日：2020-01-14
申请号：US16154275
申请日：2018-10-08
Applicant: GENERAL ELECTRIC COMPANY
Inventor： Sylvain Bernard
Abstract: A method and system for obtaining images of an object of interest using a system comprising an X-ray source facing a detector. The method and system enable the acquiring of a plurality of 2D projection images of the object of interest in a plurality of orientations. A selected 2D projection image such as the zero projection of the plurality of projections can be enhanced by using at least a subset of the plurality of tomosynthesis projection images. The obtained enhanced 2D projection image is displayed for review.
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公开(公告)号：US09861323B2
公开(公告)日：2018-01-09
申请号：US14065864
申请日：2013-10-29
Applicant: General Electric Company
Inventor： Sylvain Bernard , Henri Souchay
CPC classification number: A61B6/025 , A61B6/502 , A61B6/5205
Abstract: A method for obtaining tomosynthesis images of an object of interest using an imaging system, wherein the imaging system comprises an X-ray source arranged to facing a detector on which the object of interest is positioned. The method comprises acquiring a plurality of projected 2D images of the object of interest in a plurality of orientations identified relative to a perpendicular to the detector, wherein a zero orientation is closest to the perpendicular and applying at least one filter to the acquired projected 2D images to obtain filtered, projection images of the object of interest. The method further comprises determining a reconstruction slice of the object of interest from the backprojection of at least two of the filtered projections, the set of reconstruction slices being the filtered, reconstructed volume of the object of interest, wherein a filter used on the 2D projection images is an adaptive filter.
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公开(公告)号：US11227418B2
公开(公告)日：2022-01-18
申请号：US16235046
申请日：2018-12-28
Applicant: General Electric Company
Inventor： Sylvain Bernard
IPC: G06T11/00
Abstract: Methods, apparatus and systems for deep learning based image reconstruction are disclosed herein. An example at least one computer-readable storage medium includes instructions that, when executed, cause at least one processor to at least: obtain a plurality of two-dimensional (2D) tomosynthesis projection images of an organ by rotating an x-ray emitter to a plurality of orientations relative to the organ and emitting a first level of x-ray energization from the emitter for each projection image of the plurality of 2D tomosynthesis projection images; reconstruct a three-dimensional (3D) volume of the organ from the plurality of 2D tomosynthesis projection images; obtain an x-ray image of the organ with a second level of x-ray energization; generate a synthetic 2D image generation algorithm from the reconstructed 3D volume based on a similarity metric between the synthetic 2D image and the x-ray image; and deploy a model instantiating the synthetic 2D image generation algorithm.
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