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1.
公开(公告)号:US12119107B2
公开(公告)日:2024-10-15
申请号:US18319727
申请日:2023-05-18
Applicant: Hologic, Inc.
Inventor: Ashwini Kshirsagar , Haili Chui , Nikolaos Gkanatsios , Adora Dsouza , Xiangwei Zhang
IPC: G16H40/20 , G06Q10/0631 , G06Q10/0639 , G06Q10/1093 , G06T7/00 , G16H10/20 , G16H30/20 , G16H30/40 , G16H50/20 , G16H50/30
CPC classification number: G16H40/20 , G06Q10/06311 , G06Q10/06398 , G06Q10/1097 , G06T7/0012 , G16H10/20 , G16H30/20 , G16H30/40 , G16H50/20 , G16H50/30 , G06T2200/24 , G06T2207/20081 , G06T2207/30068
Abstract: Examples of the present disclosure describe systems and methods for predicting the reading time and/or reading complexity of a breast image. In aspects, a first set of data relating to the reading time of breast images may be collected from one or more data sources, such as image acquisition workstations, image review workstations, and healthcare professional profile data. The first set of data may be used to train a predictive model to predict/estimate an expected reading time and/or an expected reading complexity for various breast images. Subsequently, a second set of data comprising at least one breast image may be provided as input to the trained predictive model. The trained predictive model may output an estimated reading time and/or reading complexity for the breast image. The output of the trained predictive model may be used to prioritize mammographic studies or optimize the utilization of available time for radiologists.
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公开(公告)号:US11883206B2
公开(公告)日:2024-01-30
申请号:US16942268
申请日:2020-07-29
Applicant: Hologic, Inc.
Inventor: Biao Chen , Haili Chui
CPC classification number: A61B5/708 , A61B5/004 , A61B5/0073 , A61B5/0077 , A61B5/1072 , A61B5/4312 , A61B5/442 , A61B17/3403 , G06N20/00 , G06T5/50 , G06T2207/20221
Abstract: Examples of the present disclosure describe systems and methods for personalized breast imaging. In aspects, a first set of patient attributes may be collected. The first set of patient attributes may relate to, or be used to determine, for example, breast size, breast thickness, and/or three-dimensional (3D) breast shape. The first set of patient attributes may be used to customize image acquisition parameters for the patient. A second set of patient attributes may also be collected. The second set of patient attributes may relate to, or be used to determine, for example, breast elasticity and breast density. The second set of patient attributes may be used to customize breast compression parameters for the patient. The customized image acquisition parameters and breast compression parameters may then be used to perform one or more procedures (e.g., an imaging procedure, a biopsy procedure, etc.) on the patient's breast.
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3.
公开(公告)号:US11694792B2
公开(公告)日:2023-07-04
申请号:US17033372
申请日:2020-09-25
Applicant: Hologic, Inc.
Inventor: Ashwini Kshirsagar , Haili Chui , Nikolaos Gkanatsios , Adora Dsouza , Xiangwei Zhang
IPC: G16H40/20 , G16H30/20 , G16H50/30 , G16H50/20 , G16H30/40 , G16H10/20 , G06Q10/0631 , G06Q10/0639 , G06Q10/1093 , G06T7/00
CPC classification number: G16H40/20 , G06Q10/06311 , G06Q10/06398 , G06Q10/1097 , G06T7/0012 , G16H10/20 , G16H30/20 , G16H30/40 , G16H50/20 , G16H50/30 , G06T2200/24 , G06T2207/20081 , G06T2207/30068
Abstract: Examples of the present disclosure describe systems and methods for predicting the reading time and/or reading complexity of a breast image. In aspects, a first set of data relating to the reading time of breast images may be collected from one or more data sources, such as image acquisition workstations, image review workstations, and healthcare professional profile data. The first set of data may be used to train a predictive model to predict/estimate an expected reading time and/or an expected reading complexity for various breast images. Subsequently, a second set of data comprising at least one breast image may be provided as input to the trained predictive model. The trained predictive model may output an estimated reading time and/or reading complexity for the breast image. The output of the trained predictive model may be used to prioritize mammographic studies or optimize the utilization of available time for radiologists.
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公开(公告)号:US20230054121A1
公开(公告)日:2023-02-23
申请号:US17871129
申请日:2022-07-22
Applicant: Hologic, Inc.
Inventor: Haili Chui , Xiaomin Liu , Xiangwei Zhang
Abstract: A method for processing breast tissue image data includes processing image data of a patient's breast tissue to generate a high-dimensional grid depicting one or more high-dimensional objects in the patient's breast tissue; determining a probability or confidence of each of the one or more high-dimensional objects depicted in the high-dimensional grid; and modifying one or more aspects of at least one of the one or more high-dimensional objects based at least in part on its respective determined probability or confidence to thereby generate a lower-dimensional format version of the one or more high-dimensional objects. The method may further include displaying the lower-dimensional format version of the one or more high-dimensional objects in a synthesized image of the patient's breast tissue.
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5.
公开(公告)号:US20230053489A1
公开(公告)日:2023-02-23
申请号:US17869235
申请日:2022-07-20
Applicant: Hologic, Inc.
Inventor: Kevin Kreeger , Andrew P. Smith , Ashwini Kshirsagar , Jun Ge , Xiangwei Zhang , Haili Chui , Christopher Ruth , Yiheng Zhang , Liyang Wei , Jay Stein
Abstract: The invention includes a method including the steps of obtaining a plurality of images, each of the images in the plurality having at least one corresponding region, generating a merged image, the merged image also having the corresponding region. The step of generating includes selecting an image source from the plurality of images to source image data for the corresponding region in the merged image by comparing attributes of the corresponding regions of the plurality of images to identify the image source having preferred attributes.
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公开(公告)号:US11419565B2
公开(公告)日:2022-08-23
申请号:US16792127
申请日:2020-02-14
Applicant: HOLOGIC, INC.
Inventor: Nikolaos Gkanatsios , Haili Chui , Xiangwei Zhang
Abstract: A system for processing breast tissue images includes an image processing computer and a user interface operatively coupled to the image processing computer, wherein the image processing computer is configured to obtain image data of breast tissue, processing the image data to generate a set of reconstructed image slices, the reconstructed image slices collectively depicting the breast tissue, process respective subsets of the reconstructed image slices to generate a set of image slabs, each image slab comprising a synthesized 2D image of a portion of the breast tissue obtained from a respective subset of the set of reconstructed image slices.
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公开(公告)号:US20200345320A1
公开(公告)日:2020-11-05
申请号:US16853454
申请日:2020-04-20
Applicant: HOLOGIC, INC.
Inventor: Jin-Long Chen , Haili Chui , Kevin Kreeger , Xiangwei Zhang
IPC: A61B6/00 , A61B6/02 , G16H30/20 , G06F3/0484 , G06F3/16 , G06K9/46 , G06K9/52 , G06K9/62 , G06T3/40 , G06T7/00 , G06T11/00 , G06T11/60
Abstract: A system and method for reviewing a tomosynthesis image data set comprising volumetric image data of a breast, the method comprising, in one embodiment, causing an image or a series of images from the data set to be displayed on a display monitor and selecting or indicating through a user interface an object or region of interest in a presently displayed image of the data set, thereby causing an image from the data set having a best focus measure of the user selected or indicated object or region of interest to be automatically displayed on the display monitor.
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8.
公开(公告)号:US20200258479A1
公开(公告)日:2020-08-13
申请号:US16792182
申请日:2020-02-14
Applicant: HOLOGIC, INC.
Inventor: Kevin Kreeger , Andrew P. Smith , Ashwini Kshirsagar , Jun Ge , Yiheng Zhang , Haili Chui , Christopher Ruth , Xiangwei Zhang , Liyang Wei , Jay Stein
Abstract: The invention includes a method including the steps of obtaining a plurality of images, each of the images in the plurality having at least one corresponding region, generating a merged image, the merged image also having the corresponding region. The step of generating includes selecting an image source from the plurality of images to source image data for the corresponding region in the merged image by comparing attributes of the corresponding regions of the plurality of images to identify the image source having preferred attributes.
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公开(公告)号:US20190392637A1
公开(公告)日:2019-12-26
申请号:US16555925
申请日:2019-08-29
Applicant: HOLOGIC, INC.
Inventor: Jin-Long Chen , Haili Chui , Nikolaos Gkanatsios , Kevin Kreeger , Julian Marshall , David Mislan , Mark A. Prazer , Xiangwei Zhang
IPC: G06T19/00 , A61B6/02 , A61B6/00 , G06F3/0481 , G06F3/0484 , G06T7/00
Abstract: A system and method for displaying and navigating breast tissue is configured for or includes obtaining a plurality of 2D and/or 3D images of a patient's breast; generating a synthesized 2D image of the breast from the obtained images; displaying the synthesized 2D image; receiving a user command, or otherwise detecting through a user interface, a user selection or other indication of an object or region in the synthesized 2D image; and displaying at least a portion of one or more images from the plurality, including a source image and/or most similar representation of the user selected or indicated object or region.
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公开(公告)号:US20180047211A1
公开(公告)日:2018-02-15
申请号:US15794635
申请日:2017-10-26
Applicant: HOLOGIC, INC.
Inventor: Jin-Long Chen , Haili Chui , Nikolaos Gkanatsios , Kevin Kreeger , Julian Marshall , David Mislan , Mark A. Prazer , Xiangwei Zhang
IPC: G06T19/00 , A61B6/00 , G06F3/0484 , A61B6/02 , G06F3/0481 , G06T7/00
CPC classification number: G06T19/003 , A61B6/025 , A61B6/466 , A61B6/502 , G06F3/04815 , G06F3/04842 , G06T7/0012 , G06T2207/30068
Abstract: A system and method for displaying and navigating breast tissue is configured for or includes obtaining a plurality of 2D and/or 3D images of a patient's breast; generating a synthesized 2D image of the breast from the obtained images; displaying the synthesized 2D image; receiving a user command, or otherwise detecting through a user interface, a user selection or other indication of an object or region in the synthesized 2D image; and displaying at least a portion of one or more images from the plurality, including a source image and/or most similar representation of the user selected or indicated object or region.
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