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51.
公开(公告)号:US20240233954A1
公开(公告)日:2024-07-11
申请号:US18614590
申请日:2024-03-22
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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52.
公开(公告)号:US20240212147A1
公开(公告)日:2024-06-27
申请号:US18531500
申请日:2023-12-06
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 , A61B5/7275 , G06T7/62 , G06T2207/10048 , G06T2207/10081 , G06T2207/10101 , G06T2207/10104 , G06T2207/10108 , G06T2207/10116 , G06T2207/10132 , G06T2207/20081 , G06T2207/30101
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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53.
公开(公告)号:US20240197281A1
公开(公告)日:2024-06-20
申请号:US18592253
申请日:2024-02-29
Applicant: Cleerly, Inc.
Inventor: James K. Min
IPC: A61B6/00 , A61B6/03 , A61B6/50 , G06T7/00 , G06T7/62 , G06V10/22 , G06V10/26 , G16H30/40 , G16H50/20
CPC classification number: A61B6/5217 , A61B6/032 , A61B6/503 , A61B6/504 , A61B6/507 , A61B6/5229 , G06T7/0012 , G06T7/62 , G06V10/22 , G06V10/26 , G16H30/40 , G16H50/20 , G06T2207/10081 , G06T2207/20076 , G06T2207/30048 , G06T2207/30104 , 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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54.
公开(公告)号:US11948301B2
公开(公告)日:2024-04-02
申请号:US18454364
申请日:2023-08-23
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 , A61B5/7275 , G06T7/62 , G06T2207/10048 , G06T2207/10081 , G06T2207/10101 , G06T2207/10104 , G06T2207/10108 , G06T2207/10116 , G06T2207/10132 , G06T2207/20081 , G06T2207/30101
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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公开(公告)号:US20240023918A1
公开(公告)日:2024-01-25
申请号:US18446822
申请日:2023-08-09
Applicant: CLEERLY, INC.
Inventor: James K. Min
CPC classification number: A61B6/504 , A61B6/032 , A61B6/5217 , A61B6/5223 , G06T7/97 , G06T7/0012 , G06T2207/10072 , G06T2207/30101 , G06T2207/10028
Abstract: A method for characterization of coronary plaque tissue data and perivascular tissue data using image data gathered from a computed tomography (CT) scan along a blood vessel, the image information including radiodensity values of coronary plaque and perivascular tissue located adjacent to the coronary plaque, the method comprising quantifying radiodensity in regions of coronary plaque, quantifying, radiodensity in at least one region of corresponding perivascular tissue adjacent to the coronary plaque, determining gradients of the quantified radiodensity values within the coronary plaque and the quantified radiodensity values within the corresponding perivascular tissue, and determining a ratio of the quantified radiodensity values within the coronary plaque and the corresponding perivascular tissue; and characterizing the coronary plaque by analyzing a gradient of the quantified radiodensity values in the coronary plaque and the corresponding perivascular, and/or the ratio of the coronary plaque radiodensity values and the radiodensity values of the corresponding perivascular tissue.
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公开(公告)号:US11861833B2
公开(公告)日:2024-01-02
申请号:US18149006
申请日:2022-12-30
Applicant: CLEERLY, INC.
Inventor: James K. Min , James P. Earls , Hugo Miguel Rodrigues Marques , Shant Malkasian , Ben Hootnick
IPC: G06T7/00 , A61B8/14 , A61B6/00 , A61B6/03 , A61B5/00 , A61B8/12 , A61B5/055 , A61K49/04 , G06F18/10
CPC classification number: G06T7/0012 , A61B5/0066 , A61B5/0075 , A61B5/055 , A61B5/7267 , A61B5/742 , A61B5/7475 , A61B6/032 , A61B6/037 , A61B6/481 , A61B6/504 , A61B6/5205 , A61B8/12 , A61B8/14 , A61K49/04 , G06F18/10 , G06T2207/10081 , G06T2207/10088 , G06T2207/10101 , G06T2207/10132 , G06T2207/20081 , G06T2207/30048 , G06T2207/30101
Abstract: The disclosure herein relates to systems, methods, and devices for medical image analysis, diagnosis, risk stratification, decision making and/or disease tracking. In some embodiments, the systems, devices, and methods described herein are configured to analyze non-invasive medical images of a subject to automatically and/or dynamically identify one or more features, such as plaque and vessels, and/or derive one or more quantified plaque parameters, such as radiodensity, radiodensity composition, volume, radiodensity heterogeneity, geometry, location, perform computational fluid dynamics analysis, facilitate assessment of risk of heart disease and coronary artery disease, enhance drug development, determine a CAD risk factor goal, provide atherosclerosis and vascular morphology characterization, and determine indication of myocardial risk, and/or the like. In some embodiments, the systems, devices, and methods described herein are further configured to generate one or more assessments of plaque-based diseases from raw medical images using one or more of the identified features and/or quantified parameters.
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57.
公开(公告)号:US20230419487A1
公开(公告)日:2023-12-28
申请号:US18456707
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 , G06T2207/30101 , G06T2207/20081 , G06T2207/10048 , G06T2207/10108 , G06T2207/10104 , G06T2207/10101 , G06T2207/10116 , G06T2207/10132 , G06T2207/10081
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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公开(公告)号:US11779292B2
公开(公告)日:2023-10-10
申请号:US18149020
申请日:2022-12-30
Applicant: CLEERLY, INC.
Inventor: James K. Min , James P. Earls , Hugo Miguel Rodrigues Marques , Ben Hootnick
IPC: A61B6/00 , A61B8/14 , A61B6/03 , A61B5/00 , G06T7/00 , A61B8/12 , A61B5/055 , A61K49/04 , A61B5/02 , G06F18/10 , G06V10/74 , G06V10/764 , G06V10/20 , G06V10/24 , G06V40/14
CPC classification number: A61B6/481 , A61B5/0066 , A61B5/0075 , A61B5/02007 , A61B5/055 , A61B5/7267 , A61B5/742 , A61B5/7475 , A61B6/032 , A61B6/037 , A61B6/504 , A61B6/5205 , A61B6/5217 , A61B8/12 , A61B8/14 , A61K49/04 , G06F18/10 , G06T7/0012 , G06V10/20 , G06V10/245 , G06V10/761 , G06V10/764 , G06V40/14 , G06T2207/10081 , G06T2207/10088 , G06T2207/10101 , G06T2207/10132 , G06T2207/20081 , G06T2207/30048 , G06T2207/30101 , G06V10/247
Abstract: The disclosure herein relates to systems, methods, and devices for medical image analysis, diagnosis, risk stratification, decision making and/or disease tracking. In some embodiments, the systems, devices, and methods described herein are configured to analyze non-invasive medical images of a subject to automatically and/or dynamically identify one or more features, such as plaque and vessels, and/or derive one or more quantified plaque parameters, such as radiodensity, radiodensity composition, volume, radiodensity heterogeneity, geometry, location, and/or the like. In some embodiments, the systems, devices, and methods described herein are further configured to generate one or more assessments of plaque-based diseases from raw medical images using one or more of the identified features and/or quantified parameters.
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公开(公告)号:US11737718B2
公开(公告)日:2023-08-29
申请号:US18148249
申请日:2022-12-29
Applicant: CLEERLY, INC.
Inventor: James K. Min , James P. Earls , Hugo Miguel Rodrigues Marques
IPC: A61B6/00 , G06T7/00 , A61B5/055 , A61B6/03 , A61B8/14 , A61B8/12 , A61B5/00 , A61K49/04 , G06F18/10 , G06V10/74 , G06V10/764 , G06V10/82 , G06V10/20 , G06V10/24
CPC classification number: A61B6/504 , A61B5/0066 , A61B5/0075 , A61B5/055 , A61B5/7267 , A61B5/742 , A61B5/7475 , A61B6/032 , A61B6/037 , A61B6/463 , A61B6/467 , A61B6/481 , A61B6/5205 , A61B8/12 , A61B8/14 , A61K49/04 , G06F18/10 , G06T7/0012 , G06V10/20 , G06V10/245 , G06V10/761 , G06V10/764 , G06V10/82 , G06T2207/10081 , G06T2207/10088 , G06T2207/10101 , G06T2207/10132 , G06T2207/20081 , G06T2207/30048 , G06T2207/30101 , G06V10/247
Abstract: The disclosure herein relates to systems, methods, and devices for medical image analysis, diagnosis, risk stratification, decision making and/or disease tracking. In some embodiments, the systems, devices, and methods described herein are configured to analyze non-invasive medical images of a subject to automatically and/or dynamically identify one or more features, such as plaque and vessels, and/or derive one or more quantified plaque parameters, such as radiodensity, radiodensity composition, volume, radiodensity heterogeneity, geometry, location, and/or the like. In some embodiments, the systems, devices, and methods described herein are further configured to generate one or more assessments of plaque-based diseases from raw medical images using one or more of the identified features and/or quantified parameters.
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公开(公告)号:US20230138144A1
公开(公告)日:2023-05-04
申请号:US18149017
申请日:2022-12-30
Applicant: CLEERLY, INC.
Inventor: James K. Min , James P. Earls , Hugo Miguel Rodrigues Marques , Shant Malkasian , Ben Hootnick
IPC: G06T7/00 , A61B8/14 , A61B6/00 , A61B6/03 , A61B5/00 , A61B8/12 , A61B5/055 , A61K49/04 , G06F18/10
Abstract: The disclosure herein relates to systems, methods, and devices for medical image analysis, diagnosis, risk stratification, decision making and/or disease tracking. In some embodiments, the systems, devices, and methods described herein are configured to analyze non-invasive medical images of a subject to automatically and/or dynamically identify one or more features, such as plaque and vessels, and/or derive one or more quantified plaque parameters, such as radiodensity, radiodensity composition, volume, radiodensity heterogeneity, geometry, location, perform computational fluid dynamics analysis, facilitate assessment of risk of heart disease and coronary artery disease, enhance drug development, determine a CAD risk factor goal, provide atherosclerosis and vascular morphology characterization, and determine indication of myocardial risk, and/or the like. In some embodiments, the systems, devices, and methods described herein are further configured to generate one or more assessments of plaque-based diseases from raw medical images using one or more of the identified features and/or quantified parameters.
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