公开(公告)号：US20250037437A1

公开(公告)日：2025-01-30

申请号：US18918308

申请日：2024-10-17

Applicant: ELUCID BIOIMAGING INC.

Inventor： Matthew H. PHILLIPS ,  Andrew J. BUCKLER

IPC: G06V10/774 ,  A61B5/024 ,  G06T7/00 ,  G06T7/73 ,  G06V20/70 ,  G16H50/50

Abstract: Systems and method can be provided to transform input data (e.g., CT imaging data) into structured representations to create interpretable models. Another aspect of the current invention can be generating labels synthetically to apply to real data according to a biologically-based labelling technique to guide the model training with a priori mechanistic knowledge.

公开(公告)号：US20240202915A1

公开(公告)日：2024-06-20

申请号：US18415125

申请日：2024-01-17

Applicant: ELUCID BIOIMAGING INC.

Inventor： Andrew J. BUCKLER ,  Kjell JOHNSON ,  Xiaonan MA ,  Keith A. MOULTON ,  David S. PAIK

IPC: G06T7/00 ,  G06F18/211 ,  G06F18/214 ,  G06F18/24 ,  G06N3/08 ,  G06N20/00 ,  G06T3/00 ,  G06T5/73 ,  G06T7/11 ,  G06V10/25 ,  G06V10/764 ,  G06V20/69

CPC classification number: G06T7/0012 ,  G06F18/211 ,  G06F18/2148 ,  G06F18/24 ,  G06N3/08 ,  G06N20/00 ,  G06T3/00 ,  G06T5/73 ,  G06T7/11 ,  G06V10/25 ,  G06V10/764 ,  G06V20/69 ,  G06T2207/10048 ,  G06T2207/10081 ,  G06T2207/10088 ,  G06T2207/10101 ,  G06T2207/10104 ,  G06T2207/10108 ,  G06T2207/10132 ,  G06T2207/20081 ,  G06T2207/30096 ,  G06T2207/30104

Abstract: Systems and methods for analyzing pathologies utilizing quantitative imaging are presented herein. Advantageously, the systems and methods of the present disclosure utilize a hierarchical analytics framework that identifies and quantify biological properties/analytes from imaging data and then identifies and characterizes one or more pathologies based on the quantified biological properties/analytes. This hierarchical approach of using imaging to examine underlying biology as an intermediary to assessing pathology provides many analytic and processing advantages over systems and methods that are configured to directly determine and characterize pathology from underlying imaging data.

公开(公告)号：US20240161296A1

公开(公告)日：2024-05-16

申请号：US18545550

申请日：2023-12-19

Applicant: ELUCID BIOIMAGING INC.

Inventor： Andrew J. BUCKLER ,  Kjell JOHNSON ,  Xiaonan MA ,  Keith A. MOULTON ,  David S. PAIK

IPC: G06T7/00 ,  G06F18/211 ,  G06F18/214 ,  G06F18/24 ,  G06N3/08 ,  G06N20/00 ,  G06T3/00 ,  G06T5/73 ,  G06T7/11 ,  G06V10/25 ,  G06V10/764 ,  G06V20/69

CPC classification number: G06T7/0012 ,  G06F18/211 ,  G06F18/2148 ,  G06F18/24 ,  G06N3/08 ,  G06N20/00 ,  G06T3/00 ,  G06T5/73 ,  G06T7/11 ,  G06V10/25 ,  G06V10/764 ,  G06V20/69 ,  G06T2207/10048 ,  G06T2207/10081 ,  G06T2207/10088 ,  G06T2207/10101 ,  G06T2207/10104 ,  G06T2207/10108 ,  G06T2207/10132 ,  G06T2207/20081 ,  G06T2207/30096 ,  G06T2207/30104

Abstract: Systems and methods for analyzing pathologies utilizing quantitative imaging are presented herein. Advantageously, the systems and methods of the present disclosure utilize a hierarchical analytics framework that identifies and quantify biological properties/analytes from imaging data and then identifies and characterizes one or more pathologies based on the quantified biological properties/analytes. This hierarchical approach of using imaging to examine underlying biology as an intermediary to assessing pathology provides many analytic and processing advantages over systems and methods that are configured to directly determine and characterize pathology from underlying imaging data.

公开(公告)号：US20240153252A1

公开(公告)日：2024-05-09

申请号：US18504769

申请日：2023-11-08

Applicant: ELUCID BIOIMAGING INC.

Inventor： Matthew PHILLIPS ,  Andrew J. BUCKLER

IPC: G06V10/774 ,  A61B5/024 ,  G06T7/00 ,  G06T7/73 ,  G06V20/70 ,  G16H50/50

CPC classification number: G06V10/774 ,  A61B5/024 ,  G06T7/0012 ,  G06T7/73 ,  G06V20/70 ,  G16H50/50 ,  G06T2207/20081 ,  G06T2207/30016 ,  G06T2207/30048 ,  G06T2207/30104 ,  G06V2201/03

Abstract: Systems and method can be provided to transform input data (e.g., CT imaging data) into structured representations to create interpretable models. Another aspect of the current invention can be generating labels synthetically to apply to real data according to a biologically-based labelling technique to guide the model training with a priori mechanistic knowledge.

公开(公告)号：US20220398706A1

公开(公告)日：2022-12-15

申请号：US17888826

申请日：2022-08-16

Applicant: ELUCID BIOIMAGING INC.

Inventor： Andrew J. BUCKLER ,  Changguo Ji ,  Murali Ayyapillai

IPC: G06T5/50 ,  A61B6/00 ,  G06T7/00 ,  G06T7/174

Abstract: Systems and methods for improving soft tissue contrast, characterizing tissue, classifying phenotype, stratifying risk, and performing multi-scale modeling aided by multiple energy or contrast excitation and evaluation are provided. The systems and methods can include single and multi-phase acquisitions and broad and local spectrum imaging to assess atherosclerotic plaque tissues in the vessel wall and perivascular space.

公开(公告)号：US20220392070A1

公开(公告)日：2022-12-08

申请号：US17890822

申请日：2022-08-18

Applicant: ELUCID BIOIMAGING INC.

Inventor： Andrew J. BUCKLER

IPC: G06T7/00 ,  G06T7/11 ,  A61B6/00 ,  A61B8/08 ,  A61B5/02

Abstract: A system including a hierarchical analytics framework that can utilize a first set of machine learned algorithms to identify and quantify a set of biological properties utilizing medical imaging data is provided. System can segment the medical imaging data based on the quantified biological properties to delineate existence of perivascular adipose tissue. The system can also segment the medical imaging data based on the quantified biological properties to determine a lumen boundary and/or determine a cap thickness based on a minimum distance between the lumen boundary and LRNC regions.

公开(公告)号：US20220012865A1

公开(公告)日：2022-01-13

申请号：US17314767

申请日：2021-05-07

Applicant: ELUCID BIOIMAGING INC.

Inventor： Andrew J. BUCKLER ,  Mark A. Buckler

IPC: G06T7/00 ,  G06K9/32 ,  G06K9/46 ,  G06T11/00 ,  G16H30/20 ,  G16H10/60 ,  G16H50/20 ,  G16H30/40 ,  G16H70/60 ,  A61B6/00

Abstract: Systems and methods for analyzing pathologies utilizing quantitative imaging are presented herein. Advantageously, the systems and methods of the present disclosure utilize a hierarchical analytics framework that identifies and quantify biological properties/analytes from imaging data and then identifies and characterizes one or more pathologies based on the quantified biological properties/analytes. This hierarchical approach of using imaging to examine underlying biology as an intermediary to assessing pathology provides many analytic and processing advantages over systems and methods that are configured to directly determine and characterize pathology from underlying imaging data.

公开(公告)号：US20210390689A1

公开(公告)日：2021-12-16

申请号：US17328414

申请日：2021-05-24

Applicant: ELUCID BIOIMAGING INC.

Inventor： Andrew J. BUCKLER ,  Kjell JOHNSON ,  Xiaonan MA ,  Keith A. MOULTON ,  Mark A. BUCKLER ,  Vladimir VALTCHINOV ,  David S. PAIK

IPC: G06T7/00 ,  G06T7/11 ,  G06N20/00 ,  G06N3/08 ,  G06K9/32 ,  G06K9/00 ,  G06T5/00 ,  G06K9/62 ,  G06T3/00

Abstract: Systems and methods for analyzing pathologies utilizing quantitative imaging are presented herein. Advantageously, the systems and methods of the present disclosure utilize a hierarchical analytics framework that identifies and quantify biological properties/analytes from imaging data and then identifies and characterizes one or more pathologies based on the quantified biological properties/analytes. This hierarchical approach of using imaging to examine underlying biology as an intermediary to assessing pathology provides many analytic and processing advantages over systems and methods that are configured to directly determine and characterize pathology from underlying imaging data.