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1.发明申请公开(公告)号：US20220192615A1
公开(公告)日：2022-06-23
申请号：US17692989
申请日：2022-03-11
Applicant: Hologic, Inc.
Inventor： Haili CHUI , Liyang WEI , Jun GE , Xiangwei ZHANG , Nikolaos GKANATSIOS
Abstract: A method for processing breast tissue image data includes processing the image data to generate a set of image slices collectively depicting the patient's breast; for each image slice, applying one or more filters associated with a plurality of multi-level feature modules, each configured to represent and recognize an assigned characteristic or feature of a high-dimensional object; generating at each multi-level feature module a feature map depicting regions of the image slice having the assigned feature; combining the feature maps generated from the plurality of multi-level feature modules into a combined image object map indicating a probability that the high-dimensional object is present at a particular location of the image slice; and creating a 2D synthesized image identifying one or more high-dimensional objects based at least in part on object maps generated for a plurality of image slices.
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Patent Agency Ranking
2.发明申请公开(公告)号：US20210100518A1
公开(公告)日：2021-04-08
申请号：US16497767
申请日：2018-03-28
Applicant: HOLOGIC, INC.
Inventor： Haili CHUI , Liyang WEI , Jun GE , Nikolaos GKANATSIOS
Abstract: A method for processing breast tissue image data includes obtaining image data of a patient's breast tissue, processing the image data to generate a set of image slices, the image slices collectively depicting the patient's breast tissue; feeding image slices of the set through each of a plurality of object-recognizing modules, each of the object-recognizing modules being configured to recognize a respective type of object that may be present in the image slices; combining objects recognized by the respective object-recognizing modules to generate a synthesized image of the patient's breast tissue; and displaying the synthesized image.
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3.发明申请公开(公告)号：US20210113167A1
公开(公告)日：2021-04-22
申请号：US16497764
申请日：2018-03-28
Applicant: HOLOGIC, INC.
Inventor： Haili CHUI , Liyang WEI , Jun GE , Xiangwei ZHANG , Nikolaos GKANATSIOS
Abstract: A method for processing breast tissue image data includes processing the image data to generate a set of image slices collectively depicting the patient's breast; for each image slice, applying one or more filters associated with a plurality of multi-level feature modules, each configured to represent and recognize an assigned characteristic or feature of a high-dimensional object; generating at each multi-level feature module a feature map depicting regions of the image slice having the assigned feature; combining the feature maps generated from the plurality of multi-level feature modules into a combined image object map indicating a probability that the high-dimensional object is present at a particular location of the image slice; and creating a 2D synthesized image identifying one or more high-dimensional objects based at least in part on object maps generated for a plurality of image slices.
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4.发明申请公开(公告)号：US20250082292A1
公开(公告)日：2025-03-13
申请号：US18776823
申请日：2024-07-18
Applicant: Hologic, Inc.
Inventor： Haili CHUI , Liyang WEI , Jun GE , Nikolaos GKANATSIOS
Abstract: A method for processing breast tissue image data includes obtaining image data of a patient's breast tissue, processing the image data to generate a set of image slices, the image slices collectively depicting the patient's breast tissue; feeding image slices of the set through each of a plurality of object-recognizing modules, each of the object-recognizing modules being configured to recognize a respective type of object that may be present in the image slices; combining objects recognized by the respective object-recognizing modules to generate a synthesized image of the patient's breast tissue; and displaying the synthesized image.
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5.发明公开公开(公告)号：US20240315654A1
公开(公告)日：2024-09-26
申请号：US18590033
申请日：2024-02-28
Applicant: Hologic, Inc.
Inventor： Haili CHUI , Liyang WEI , Jun GE , Xiangwei ZHANG , Nikolaos GKANATSIOS
CPC classification number: A61B6/502 , A61B6/025 , G06F18/254 , G06T7/0012 , G06T17/10 , G06V10/806 , G06V10/809 , G06V30/2504 , G06T2207/30068
Abstract: A method for processing breast tissue image data includes processing the image data to generate a set of image slices collectively depicting the patient's breast; for each image slice, applying one or more filters associated with a plurality of multi-level feature modules, each configured to represent and recognize an assigned characteristic or feature of a high-dimensional object; generating at each multi-level feature module a feature map depicting regions of the image slice having the assigned feature; combining the feature maps generated from the plurality of multi-level feature modules into a combined image object map indicating a probability that the high-dimensional object is present at a particular location of the image slice; and creating a 2D synthesized image identifying one or more high-dimensional objects based at least in part on object maps generated for a plurality of image slices.
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6.发明申请公开(公告)号：US20230082494A1
公开(公告)日：2023-03-16
申请号：US17847720
申请日：2022-06-23
Applicant: Hologic, Inc.
Inventor： Haili CHUI , Liyang WEI , Jun GE , Nikolaos GKANATSIOS
Abstract: A method for processing breast tissue image data includes obtaining image data of a patient's breast tissue, processing the image data to generate a set of image slices, the image slices collectively depicting the patient's breast tissue; feeding image slices of the set through each of a plurality of object-recognizing modules, each of the object-recognizing modules being configured to recognize a respective type of object that may be present in the image slices; combining objects recognized by the respective object-recognizing modules to generate a synthesized image of the patient's breast tissue; and displaying the synthesized image.
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