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    METHODS AND APPARATUS FOR SELF-LEARNING CLINICAL DECISION SUPPORT
    12.
    发明申请
    METHODS AND APPARATUS FOR SELF-LEARNING CLINICAL DECISION SUPPORT 审中-公开

    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

    IPC: G06F19/00 ,  G06T7/00 ,  G06N3/02

    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.

    METHODS FOR THE ASSISTED MANIPULATION OF AN INSTRUMENT, AND ASSOCIATED ASSISTIVE ASSEMBLY
    14.
    发明申请
    METHODS FOR THE ASSISTED MANIPULATION OF AN INSTRUMENT, AND ASSOCIATED ASSISTIVE ASSEMBLY 审中-公开
    辅助操纵仪器和相关协助组件的方法

    公开(公告)号：US20140343407A1

    公开(公告)日：2014-11-20

    申请号：US14359662

    申请日：2012-11-21

    Applicant: GENERAL ELECTRIC COMPANY

    Inventor： Serge Muller ,  Laurence Vancamberg ,  Razvan Iordache ,  Guillame Morel ,  Anis Sahbani

    IPC: A61B19/00 ,  A61B5/06

    CPC classification number: A61B5/061 ,  A61B6/025 ,  A61B6/12 ,  A61B6/502 ,  A61B10/0041 ,  A61B10/0233 ,  A61B34/20 ,  A61B34/30 ,  A61B34/76 ,  A61B90/10 ,  A61B90/14 ,  A61B90/17 ,  A61B2017/00119 ,  A61B2017/00128 ,  A61B2017/00681 ,  A61B2017/00796 ,  A61B2090/364 ,  A61B2090/376

    Abstract: A method for the assisted manipulation of an instrument in an assistive assembly for instrument manipulation, comprising: a medical imaging system comprising a support to immobilize at least one part of a patient intended to be imaged or already imaged by said system, an assistive device for assisted manipulation of an instrument intended to be used in said patient, said device comprising: a mobile mechanical structure operable by an operator, on which at least one instrument can be fixed, said method being characterized in that it comprises the step to calibrate the position of the assistive device relative to the position of the imaging system, thereby allowing the position of the patient part to be known within a reference frame related to the assistive device, to assist the operator in manipulating the instrument in the patient.

    Abstract translation: 一种用于辅助操纵用于仪器操纵的辅助组件中的仪器的方法，包括：医疗成像系统，其包括用于固定想要被所述系统成像或已经成像的患者的至少一部分的支撑件，用于 所述装置包括：由操作人员操作的可移动机械结构，在该移动机械结构上至少可以固定至少一个仪器，所述方法的特征在于，其包括校准位置的步骤 的辅助装置相对于成像系统的位置，从而允许患者部分的位置在与辅助装置相关的参考框架内是已知的，以帮助操作者操纵患者体内的器械。

    SYSTEMS AND METHODS FOR DEEP LEARNING-BASED IMAGE RECONSTRUCTION
    15.
    发明申请
    SYSTEMS AND METHODS FOR DEEP LEARNING-BASED IMAGE RECONSTRUCTION 审中-公开

    公开(公告)号：US20190102916A1

    公开(公告)日：2019-04-04

    申请号：US15720632

    申请日：2017-09-29

    Applicant: General Electric Company

    Inventor： Giovanni John Jacques Palma ,  Razvan Iordache

    IPC: G06T11/00 ,  A61B6/00 ,  A61B6/02 ,  G06N3/08 ,  G06T7/33 ,  G06N3/04

    Abstract: Methods and systems for deep learning based image reconstruction are disclosed herein. An example method includes receiving a set of imaging projections data, identifying a voxel to reconstruct, receiving a trained regression model, and reconstructing the voxel. The voxel is reconstructed by: projecting the voxel on each imaging projection in the set of imaging projections according to an acquisition geometry, extracting adjacent pixels around each projected voxel, feeding the regression model with the extracted adjacent pixel data to produce a reconstructed value of the voxel, and repeating the reconstruction for each voxel to be reconstructed to produce a reconstructed image.

    METHOD FOR ACQUIRING MORPHOLOGY OF A BREAST
    18.
    发明申请
    METHOD FOR ACQUIRING MORPHOLOGY OF A BREAST 审中-公开
    获取乳腺形态的方法

    公开(公告)号：US20150110239A1

    公开(公告)日：2015-04-23

    申请号：US14585648

    申请日：2014-12-30

    Applicant: General Electric Company

    Inventor： Serge Muller ,  Sylvie Puong ,  Ann-Katherine Carton ,  Razvan Iordache

    IPC: A61B6/00 ,  A61B6/03

    CPC classification number: A61B6/482 ,  A61B6/025 ,  A61B6/032 ,  A61B6/0414 ,  A61B6/481 ,  A61B6/502

    Abstract: An imaging method performed by a device comprising an X-ray emitting source, a receiver positioned facing the source, and a support on which a subject or organ to be imaged is positioned, the method comprises defining a first set of orientations of the source and a second set of orientations of the source, and acquiring images at the defined orientations of the source, wherein it the first set of orientations comprises an orientation that the second set of orientations does not comprise, only one image is acquired at the orientation, and if both the first set of orientations and the second set of orientations comprise the same orientation, at least two images are acquired at distinct acquisition parameters at the orientation,

    Abstract translation: 一种由包括X射线发射源，面向源极的接收器以及待成像对象或器官定位在其上的支撑件的装置执行的成像方法，所述方法包括限定所述源的第一组取向和 所述源的第二组取向，并且在所述源的所述定义的取向处获取图像，其中，所述第一组取向包括所述第二组取向不包括的取向，在所述取向处仅获取一个图像，以及 如果第一组取向和第二组取向都包括相同的取向，则在取向处以不同的采集参数获取至少两个图像，

    METHOD FOR PROCESSING DUAL-ENERGY RADIOLOGICAL IMAGES
    19.
    发明申请
    METHOD FOR PROCESSING DUAL-ENERGY RADIOLOGICAL IMAGES 审中-公开
    用于处理双能量放射性图像的方法

    公开(公告)号：US20140140604A1

    公开(公告)日：2014-05-22

    申请号：US14084253

    申请日：2013-11-19

    Applicant: GENERAL ELECTRIC COMPANY

    Inventor： Ann-Katherine Carton ,  Giovanni Palma ,  Sylvie Puong ,  Razvan Iordache ,  Serge Muller

    IPC: G06T3/00

    CPC classification number: G06T3/00 ,  A61B6/463 ,  A61B6/481 ,  A61B6/482 ,  A61B6/502 ,  A61B6/5217 ,  A61B6/5235 ,  A61B6/548

    Abstract: A method for processing radiological images of a region of interest in a patient, the method comprising obtaining a set of images of the region of interest comprising at least two images, acquired using a medical imaging system, each image of the set of images being acquired at one X-ray energy, determining at least one recombined image by recombining a plurality of images forming a sub-set of images of the set of images for each recombination, segmenting at least one image from among the set of images, to detect and isolate at least one zone of the region of interest, and merging with the at least one recombined image whereby the at least one zone of the region of interest derived from segmentation is merged so as to visualize the at least one zone in the recombined image.

    Abstract translation: 一种用于处理患者感兴趣区域的放射学图像的方法，所述方法包括获得包含使用医学成像系统获取的至少两个图像的感兴趣区域的一组图像集，所述图像集合被获取 在一个X射线能量下，通过重新组合形成用于每个重组的该组图像的图像的子集的多个图像来确定至少一个重新组合的图像，从该组图像中分割至少一个图像，以检测和 隔离所述感兴趣区域的至少一个区域，并且与所述至少一个重组图像合并，从而将从所述分割得到的所述感兴趣区域的所述至少一个区域合并，以使所述重组图像中的所述至少一个区域可视化。

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