CN110494893B - 基于ffr的对非侵入性成像的交互监测 - Google Patents
基于ffr的对非侵入性成像的交互监测 Download PDFInfo
- Publication number
- CN110494893B CN110494893B CN201880023385.XA CN201880023385A CN110494893B CN 110494893 B CN110494893 B CN 110494893B CN 201880023385 A CN201880023385 A CN 201880023385A CN 110494893 B CN110494893 B CN 110494893B
- Authority
- CN
- China
- Prior art keywords
- traffic light
- centerline
- light engine
- simulation
- features
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Active
Links
Classifications
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/0002—Inspection of images, e.g. flaw detection
- G06T7/0012—Biomedical image inspection
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/02—Detecting, measuring or recording for evaluating the cardiovascular system, e.g. pulse, heart rate, blood pressure or blood flow
- A61B5/026—Measuring blood flow
- A61B5/029—Measuring blood output from the heart, e.g. minute volume
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/02—Detecting, measuring or recording for evaluating the cardiovascular system, e.g. pulse, heart rate, blood pressure or blood flow
- A61B5/02007—Evaluating blood vessel condition, e.g. elasticity, compliance
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B6/00—Apparatus or devices for radiation diagnosis; Apparatus or devices for radiation diagnosis combined with radiation therapy equipment
- A61B6/46—Arrangements for interfacing with the operator or the patient
- A61B6/467—Arrangements for interfacing with the operator or the patient characterised by special input means
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B6/00—Apparatus or devices for radiation diagnosis; Apparatus or devices for radiation diagnosis combined with radiation therapy equipment
- A61B6/50—Apparatus or devices for radiation diagnosis; Apparatus or devices for radiation diagnosis combined with radiation therapy equipment specially adapted for specific body parts; specially adapted for specific clinical applications
- A61B6/507—Apparatus or devices for radiation diagnosis; Apparatus or devices for radiation diagnosis combined with radiation therapy equipment specially adapted for specific body parts; specially adapted for specific clinical applications for determination of haemodynamic parameters, e.g. perfusion CT
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B6/00—Apparatus or devices for radiation diagnosis; Apparatus or devices for radiation diagnosis combined with radiation therapy equipment
- A61B6/52—Devices using data or image processing specially adapted for radiation diagnosis
- A61B6/5211—Devices using data or image processing specially adapted for radiation diagnosis involving processing of medical diagnostic data
- A61B6/5217—Devices using data or image processing specially adapted for radiation diagnosis involving processing of medical diagnostic data extracting a diagnostic or physiological parameter from medical diagnostic data
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B6/00—Apparatus or devices for radiation diagnosis; Apparatus or devices for radiation diagnosis combined with radiation therapy equipment
- A61B6/54—Control of apparatus or devices for radiation diagnosis
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/10—Segmentation; Edge detection
- G06T7/12—Edge-based segmentation
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/10—Segmentation; Edge detection
- G06T7/149—Segmentation; Edge detection involving deformable models, e.g. active contour models
-
- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H30/00—ICT specially adapted for the handling or processing of medical images
- G16H30/40—ICT specially adapted for the handling or processing of medical images for processing medical images, e.g. editing
-
- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H50/00—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
- G16H50/30—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for calculating health indices; for individual health risk assessment
-
- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H50/00—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
- G16H50/50—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for simulation or modelling of medical disorders
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2207/00—Indexing scheme for image analysis or image enhancement
- G06T2207/10—Image acquisition modality
- G06T2207/10072—Tomographic images
- G06T2207/10081—Computed x-ray tomography [CT]
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2207/00—Indexing scheme for image analysis or image enhancement
- G06T2207/20—Special algorithmic details
- G06T2207/20092—Interactive image processing based on input by user
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2207/00—Indexing scheme for image analysis or image enhancement
- G06T2207/30—Subject of image; Context of image processing
- G06T2207/30004—Biomedical image processing
- G06T2207/30101—Blood vessel; Artery; Vein; Vascular
- G06T2207/30104—Vascular flow; Blood flow; Perfusion
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2207/00—Indexing scheme for image analysis or image enhancement
- G06T2207/30—Subject of image; Context of image processing
- G06T2207/30172—Centreline of tubular or elongated structure
Landscapes
- Health & Medical Sciences (AREA)
- Engineering & Computer Science (AREA)
- Life Sciences & Earth Sciences (AREA)
- Medical Informatics (AREA)
- Public Health (AREA)
- General Health & Medical Sciences (AREA)
- Physics & Mathematics (AREA)
- Biomedical Technology (AREA)
- Pathology (AREA)
- Radiology & Medical Imaging (AREA)
- Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
- Molecular Biology (AREA)
- Biophysics (AREA)
- Heart & Thoracic Surgery (AREA)
- Surgery (AREA)
- Animal Behavior & Ethology (AREA)
- Veterinary Medicine (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Theoretical Computer Science (AREA)
- General Physics & Mathematics (AREA)
- Optics & Photonics (AREA)
- High Energy & Nuclear Physics (AREA)
- Cardiology (AREA)
- Epidemiology (AREA)
- Primary Health Care (AREA)
- Physiology (AREA)
- Hematology (AREA)
- Quality & Reliability (AREA)
- Databases & Information Systems (AREA)
- Data Mining & Analysis (AREA)
- Vascular Medicine (AREA)
- Software Systems (AREA)
- Human Computer Interaction (AREA)
- Dentistry (AREA)
- Oral & Maxillofacial Surgery (AREA)
- Apparatus For Radiation Diagnosis (AREA)
- Image Analysis (AREA)
Applications Claiming Priority (5)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US201762479694P | 2017-03-31 | 2017-03-31 | |
| US62/479,694 | 2017-03-31 | ||
| US201762545599P | 2017-08-15 | 2017-08-15 | |
| US62/545,599 | 2017-08-15 | ||
| PCT/EP2018/055366 WO2018177692A1 (en) | 2017-03-31 | 2018-03-05 | Interaction monitoring of non-invasive imaging based ffr |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN110494893A CN110494893A (zh) | 2019-11-22 |
| CN110494893B true CN110494893B (zh) | 2024-01-23 |
Family
ID=61581301
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201880023385.XA Active CN110494893B (zh) | 2017-03-31 | 2018-03-05 | 基于ffr的对非侵入性成像的交互监测 |
Country Status (5)
| Country | Link |
|---|---|
| US (1) | US11523744B2 (enExample) |
| EP (1) | EP3602485B1 (enExample) |
| JP (1) | JP7426824B2 (enExample) |
| CN (1) | CN110494893B (enExample) |
| WO (1) | WO2018177692A1 (enExample) |
Families Citing this family (9)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US10210956B2 (en) | 2012-10-24 | 2019-02-19 | Cathworks Ltd. | Diagnostically useful results in real time |
| EP4241694A3 (en) | 2016-05-16 | 2023-12-20 | Cathworks Ltd. | Selection of vascular paths from images |
| JP7036742B2 (ja) | 2016-05-16 | 2022-03-15 | キャスワークス リミテッド | 血管評価システム |
| JP7532402B2 (ja) | 2019-04-01 | 2024-08-13 | キャスワークス リミテッド | 血管造影画像選択のための方法および装置 |
| EP4555935A3 (en) | 2019-09-23 | 2025-07-30 | Cathworks Ltd. | Methods, apparatus, and system for synchronization between a three-dimensional vascular model and an imaging device |
| US12315076B1 (en) | 2021-09-22 | 2025-05-27 | Cathworks Ltd. | Four-dimensional motion analysis of a patient's coronary arteries and myocardial wall |
| US11980492B2 (en) | 2021-11-05 | 2024-05-14 | GE Precision Healthcare LLC | System and method for deep-learning based estimation of coronary artery pressure drop |
| CN118985005A (zh) | 2022-02-10 | 2024-11-19 | 凯思沃克斯有限公司 | 用于基于机器学习的传感器分析和血管树分割的系统和方法 |
| US12446965B2 (en) | 2023-08-09 | 2025-10-21 | Cathworks Ltd. | Enhanced user interface and crosstalk analysis for vascular index measurement |
Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN105190630A (zh) * | 2013-01-15 | 2015-12-23 | 凯瑟沃克斯有限公司 | 计算血流储备分数 |
| CN105184086A (zh) * | 2014-06-16 | 2015-12-23 | 西门子公司 | 用于冠状动脉中改进的血液动力学计算的方法及系统 |
| CN106163388A (zh) * | 2014-03-31 | 2016-11-23 | 皇家飞利浦有限公司 | 用于处理生命体的心脏数据的处理装置和方法 |
| CN106539622A (zh) * | 2017-01-28 | 2017-03-29 | 北京欣方悦医疗科技有限公司 | 基于血流动力学分析的冠脉虚拟支架植入方法和系统 |
Family Cites Families (27)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US8442280B2 (en) | 2004-01-21 | 2013-05-14 | Edda Technology, Inc. | Method and system for intelligent qualitative and quantitative analysis of digital radiography softcopy reading |
| US7940974B2 (en) * | 2006-11-21 | 2011-05-10 | General Electric Company | Method and system for adjusting 3D CT vessel segmentation |
| EP2559002A1 (en) * | 2010-04-13 | 2013-02-20 | Koninklijke Philips Electronics N.V. | Image analysing |
| US8315812B2 (en) * | 2010-08-12 | 2012-11-20 | Heartflow, Inc. | Method and system for patient-specific modeling of blood flow |
| US9119540B2 (en) * | 2010-09-16 | 2015-09-01 | Siemens Aktiengesellschaft | Method and system for non-invasive assessment of coronary artery disease |
| US10373700B2 (en) | 2012-03-13 | 2019-08-06 | Siemens Healthcare Gmbh | Non-invasive functional assessment of coronary artery stenosis including simulation of hyperemia by changing resting microvascular resistance |
| WO2013171644A1 (en) | 2012-05-14 | 2013-11-21 | Koninklijke Philips N.V. | Determination of a fractional flow reserve (ffr) value for a stenosis of a vessel |
| KR20140015079A (ko) | 2012-07-27 | 2014-02-06 | 삼성전자주식회사 | 중심선을 보정하는 방법 및 장치 |
| US9675301B2 (en) * | 2012-10-19 | 2017-06-13 | Heartflow, Inc. | Systems and methods for numerically evaluating vasculature |
| BR112015010012A2 (pt) | 2012-11-06 | 2017-07-11 | Koninklijke Philips Nv | método; e sistema |
| JP6091870B2 (ja) * | 2012-12-07 | 2017-03-08 | 東芝メディカルシステムズ株式会社 | 血管解析装置、医用画像診断装置、血管解析方法、及び血管解析プログラム |
| US8824752B1 (en) | 2013-03-15 | 2014-09-02 | Heartflow, Inc. | Methods and systems for assessing image quality in modeling of patient anatomic or blood flow characteristics |
| JP6215469B2 (ja) * | 2013-07-30 | 2017-10-18 | ハートフロー, インコーポレイテッド | 最適化された診断能のための境界条件を用いて血流をモデル化するための方法及びシステム |
| CN105474264B (zh) * | 2013-08-21 | 2019-08-06 | 皇家飞利浦有限公司 | 用于交互地分割在血管造影图像数据中的血管的分割装置 |
| EP3846176B1 (en) | 2013-09-25 | 2024-09-04 | HeartFlow, Inc. | Systems and methods for validating and correcting automated medical image annotations |
| US9905008B2 (en) * | 2013-10-10 | 2018-02-27 | University Of Rochester | Automated fundus image field detection and quality assessment |
| US10595806B2 (en) * | 2013-10-22 | 2020-03-24 | Koninklijke Philips N.V. | Fractional flow reserve (FFR) index with adaptive boundary condition parameters |
| JP6340815B2 (ja) | 2014-02-19 | 2018-06-13 | カシオ計算機株式会社 | プログラム |
| US9087147B1 (en) * | 2014-03-31 | 2015-07-21 | Heartflow, Inc. | Systems and methods for determining blood flow characteristics using flow ratio |
| CN106659400B (zh) | 2014-06-30 | 2021-01-05 | 皇家飞利浦有限公司 | 用于确定血流储备分数值的装置 |
| US9888968B2 (en) * | 2014-07-22 | 2018-02-13 | Siemens Healthcare Gmbh | Method and system for automated therapy planning for arterial stenosis |
| US9785748B2 (en) * | 2015-07-14 | 2017-10-10 | Heartflow, Inc. | Systems and methods for estimating hemodynamic forces acting on plaque and monitoring patient risk |
| WO2017021201A1 (en) | 2015-08-05 | 2017-02-09 | Koninklijke Philips N.V. | Assistance device and method for an interventional hemodynamic measurement |
| CN108348206B (zh) | 2015-11-05 | 2022-07-29 | 皇家飞利浦有限公司 | 用于无创血流储备分数(ffr)的侧支流建模 |
| EP3544512B1 (en) | 2016-11-22 | 2022-09-14 | Koninklijke Philips N.V. | Vascular tree standardization for biophysical simulation and/or an extension simulation for pruned portions |
| US10163209B2 (en) * | 2016-11-23 | 2018-12-25 | Toshiba Medical Systems Corporation | Medical image processing apparatus, medical image processing method, and X-ray CT apparatus |
| EP3602487B1 (en) | 2017-03-31 | 2023-12-20 | Koninklijke Philips N.V. | Spectral imaging ffr |
-
2018
- 2018-03-05 JP JP2019553424A patent/JP7426824B2/ja active Active
- 2018-03-05 WO PCT/EP2018/055366 patent/WO2018177692A1/en not_active Ceased
- 2018-03-05 EP EP18709342.2A patent/EP3602485B1/en active Active
- 2018-03-05 CN CN201880023385.XA patent/CN110494893B/zh active Active
- 2018-03-05 US US16/498,578 patent/US11523744B2/en active Active
Patent Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN105190630A (zh) * | 2013-01-15 | 2015-12-23 | 凯瑟沃克斯有限公司 | 计算血流储备分数 |
| CN106163388A (zh) * | 2014-03-31 | 2016-11-23 | 皇家飞利浦有限公司 | 用于处理生命体的心脏数据的处理装置和方法 |
| CN105184086A (zh) * | 2014-06-16 | 2015-12-23 | 西门子公司 | 用于冠状动脉中改进的血液动力学计算的方法及系统 |
| CN106539622A (zh) * | 2017-01-28 | 2017-03-29 | 北京欣方悦医疗科技有限公司 | 基于血流动力学分析的冠脉虚拟支架植入方法和系统 |
Also Published As
| Publication number | Publication date |
|---|---|
| JP2020515337A (ja) | 2020-05-28 |
| US20200037893A1 (en) | 2020-02-06 |
| CN110494893A (zh) | 2019-11-22 |
| WO2018177692A1 (en) | 2018-10-04 |
| EP3602485B1 (en) | 2023-10-11 |
| EP3602485A1 (en) | 2020-02-05 |
| US11523744B2 (en) | 2022-12-13 |
| JP7426824B2 (ja) | 2024-02-02 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN110494893B (zh) | 基于ffr的对非侵入性成像的交互监测 | |
| US10595806B2 (en) | Fractional flow reserve (FFR) index with adaptive boundary condition parameters | |
| CN110574121B (zh) | 血流储备分数模拟参数的定制、校准和/或训练 | |
| CN110506293B (zh) | 谱成像ffr | |
| JP6484760B2 (ja) | 非侵襲的血流予備量比(ffr)に対する側副血流モデル化 | |
| EP3544512B1 (en) | Vascular tree standardization for biophysical simulation and/or an extension simulation for pruned portions | |
| EP3606433B1 (en) | Standardized coronary artery disease metric | |
| US12136209B2 (en) | Orientation detection for 2D vessel segmentation for angio-FFR | |
| JP2016529040A (ja) | 心臓データを処理する処理装置 | |
| EP3244790B1 (en) | Instantaneous wave-free ratio (ifr) computer tomography (ct) | |
| WO2018050806A1 (en) | Apparatus and method for determining a fractional flow reserve |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| GR01 | Patent grant | ||
| GR01 | Patent grant |