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21.发明公开公开(公告)号：US20240212854A1
公开(公告)日：2024-06-27
申请号：US18390555
申请日：2023-12-20
Applicant: Cleerly, Inc.
Inventor： James K. Min , James P. Earls , Shant Malkasian , Hugo Miguel Rodrigues Marques , Chung Chan , Shai Ronen
CPC classification number: G16H50/30 , A61B5/02028 , A61B5/4848 , G06T7/0016 , G06T7/10 , G06T7/60 , G06V20/50 , G16H30/40 , G06T2207/10048 , G06T2207/10081 , G06T2207/10088 , G06T2207/10101 , G06T2207/10104 , G06T2207/10108 , G06T2207/10116 , G06T2207/10132 , G06T2207/20081 , G06T2207/30048 , G06T2207/30101 , G06V2201/031
Abstract: Various embodiments described herein relate to systems, devices, and methods for non-invasive image-based plaque analysis and risk determination. In particular, in some embodiments, the systems, devices, and methods described herein are related to analysis of one or more regions of plaque, such as for example coronary plaque, using non-invasively obtained images that can be analyzed using computer vision or machine learning to identify, diagnose, characterize, treat and/or track coronary artery disease.
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22.发明公开公开(公告)号：US20230419488A1
公开(公告)日：2023-12-28
申请号：US18457050
申请日：2023-08-28
Applicant: Cleerly, Inc.
Inventor： James K. Min , James P. Earls , Shant Malkasian , Hugo Miguel Rodrigues Marques , Chung Chan , Shai Ronen
CPC classification number: G06T7/0012 , G06T7/62 , A61B5/7275 , G06T2207/10104 , G06T2207/10108 , G06T2207/10081 , G06T2207/20081 , G06T2207/10116 , G06T2207/10048 , G06T2207/30101 , G06T2207/10132 , G06T2207/10101
Abstract: Systems and methods of facilitating determination of risk of coronary artery disease (CAD) based at least in part on one or more measurements derived from non-invasive medical image analysis. The methods can include accessing a non-invasive generated medical image, identifying one or more arteries, identifying, regions of plaque within an artery, analyzing the regions of plaque to identify low density non-calcified plaque, non-calcified plaque, or calcified plaque based at least in part on density, determining a distance from identified regions of low density non-calcified plaque to one or more of a lumen wall or vessel wall, determining embeddedness of the regions of low density non-calcified plaque by one or more of non-calcified plaque or calcified plaque, determining a shape of the more regions of low density non-calcified plaque, and generating a display of the analysis to facilitate determination of one or more of a risk of CAD of the subject.
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23.发明公开公开(公告)号：US20230401710A1
公开(公告)日：2023-12-14
申请号：US18456329
申请日：2023-08-25
Applicant: Cleerly, Inc.
Inventor： James K. Min , James P. Earls , Shant Malkasian , Hugo Miguel Rodrigues Marques , Chung Chan , Shai Ronen
CPC classification number: G06T7/0012 , G06T7/62 , A61B5/7275 , G06T2207/10081 , G06T2207/10108 , G06T2207/10101 , G06T2207/30101 , G06T2207/10132 , G06T2207/10048 , G06T2207/20081 , G06T2207/10104 , G06T2207/10116
Abstract: Systems and methods of facilitating determination of risk of coronary artery disease (CAD) based at least in part on one or more measurements derived from non-invasive medical image analysis. The methods can include accessing a non-invasive generated medical image, identifying one or more arteries, identifying, regions of plaque within an artery, analyzing the regions of plaque to identify low density non-calcified plaque, non-calcified plaque, or calcified plaque based at least in part on density, determining a distance from identified regions of low density non-calcified plaque to one or more of a lumen wall or vessel wall, determining embeddedness of the regions of low density non-calcified plaque by one or more of non-calcified plaque or calcified plaque, determining a shape of the more regions of low density non-calcified plaque, and generating a display of the analysis to facilitate determination of one or more of a risk of CAD of the subject.
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