ATE511161T1 - Unbestimmtheitskarte zur segmentierung in gegenwart von metallartefakten - Google Patents
Unbestimmtheitskarte zur segmentierung in gegenwart von metallartefaktenInfo
- Publication number
- ATE511161T1 ATE511161T1 AT08807295T AT08807295T ATE511161T1 AT E511161 T1 ATE511161 T1 AT E511161T1 AT 08807295 T AT08807295 T AT 08807295T AT 08807295 T AT08807295 T AT 08807295T AT E511161 T1 ATE511161 T1 AT E511161T1
- Authority
- AT
- Austria
- Prior art keywords
- image
- artifact
- segmentation
- metal
- model
- Prior art date
Links
Classifications
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T5/00—Image enhancement or restoration
- G06T5/80—Geometric correction
-
- 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
- A61B6/5258—Devices using data or image processing specially adapted for radiation diagnosis involving detection or reduction of artifacts or noise
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T17/00—Three dimensional [3D] modelling, e.g. data description of 3D objects
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/10—Segmentation; Edge detection
- G06T7/11—Region-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
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2200/00—Indexing scheme for image data processing or generation, in general
- G06T2200/04—Indexing scheme for image data processing or generation, in general involving 3D image data
-
- 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
- G06T2207/10—Image acquisition modality
- G06T2207/10072—Tomographic images
- G06T2207/10088—Magnetic resonance imaging [MRI]
-
- 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
- G06T2207/10104—Positron emission tomography [PET]
-
- 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
- G06T2207/10108—Single photon emission computed tomography [SPECT]
-
- 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
- G06T2207/20004—Adaptive image processing
- G06T2207/20012—Locally adaptive
-
- 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
- G06T2207/30052—Implant; Prosthesis
Landscapes
- Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Health & Medical Sciences (AREA)
- Life Sciences & Earth Sciences (AREA)
- Theoretical Computer Science (AREA)
- General Physics & Mathematics (AREA)
- Medical Informatics (AREA)
- Software Systems (AREA)
- Biomedical Technology (AREA)
- Public Health (AREA)
- Radiology & Medical Imaging (AREA)
- Optics & Photonics (AREA)
- Heart & Thoracic Surgery (AREA)
- Molecular Biology (AREA)
- Surgery (AREA)
- Animal Behavior & Ethology (AREA)
- General Health & Medical Sciences (AREA)
- Pathology (AREA)
- Veterinary Medicine (AREA)
- Biophysics (AREA)
- High Energy & Nuclear Physics (AREA)
- Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
- Geometry (AREA)
- Computer Graphics (AREA)
- Apparatus For Radiation Diagnosis (AREA)
Applications Claiming Priority (2)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US96917607P | 2007-08-31 | 2007-08-31 | |
| PCT/IB2008/053236 WO2009027889A2 (en) | 2007-08-31 | 2008-08-12 | Uncertainty maps for segmentation in the presence of metal artifacts |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| ATE511161T1 true ATE511161T1 (de) | 2011-06-15 |
Family
ID=40387959
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| AT08807295T ATE511161T1 (de) | 2007-08-31 | 2008-08-12 | Unbestimmtheitskarte zur segmentierung in gegenwart von metallartefakten |
Country Status (5)
| Country | Link |
|---|---|
| US (1) | US9730663B2 (de) |
| EP (1) | EP2188776B1 (de) |
| CN (2) | CN102067170A (de) |
| AT (1) | ATE511161T1 (de) |
| WO (1) | WO2009027889A2 (de) |
Families Citing this family (50)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US8073252B2 (en) * | 2006-06-09 | 2011-12-06 | Siemens Corporation | Sparse volume segmentation for 3D scans |
| CN102460509B (zh) * | 2009-06-24 | 2015-01-07 | 皇家飞利浦电子股份有限公司 | 基于图像信息建立结构的轮廓 |
| US8611670B2 (en) * | 2010-02-25 | 2013-12-17 | The Board Of Trustees Of The Leland Stanford Junior University | Intelligent part identification for use with scene characterization or motion capture |
| US9763587B2 (en) * | 2010-06-10 | 2017-09-19 | Biosense Webster (Israel), Ltd. | Operator-controlled map point density |
| DE102010034918A1 (de) * | 2010-08-20 | 2012-02-23 | Siemens Aktiengesellschaft | Verfahren und Vorrichtung zum Bereitstellen von Güteeinformation für eine Röntgenbildgebung |
| IN2014CN03500A (de) * | 2011-11-08 | 2015-10-09 | Koninkl Philips Nv | |
| US8891847B2 (en) * | 2012-01-23 | 2014-11-18 | Medtronic Navigation, Inc. | Automatic implant detection from image artifacts |
| RU2014137155A (ru) | 2012-02-14 | 2016-04-10 | Конинклейке Филипс Н.В. | Способ количественной оценки неопределенности контуров в алгоритмах ручной и автоматической сегментации |
| WO2015116994A1 (en) | 2014-02-03 | 2015-08-06 | Vanderbilt University | Methods for automatic segmentation of inner ear anatomy in post-implantation ct and applications of same |
| JP6243535B2 (ja) * | 2013-12-10 | 2017-12-06 | コーニンクレッカ フィリップス エヌ ヴェKoninklijke Philips N.V. | 解剖学的構造のモデルベースのセグメンテーション |
| US10111714B2 (en) * | 2014-01-27 | 2018-10-30 | Align Technology, Inc. | Adhesive objects for improving image registration of intraoral images |
| KR102220226B1 (ko) * | 2014-02-12 | 2021-02-25 | 삼성전자주식회사 | 컴퓨터 단층 촬영 장치 및 그에 따른 ct 영상 복원 방법 |
| US8958623B1 (en) | 2014-04-29 | 2015-02-17 | Heartflow, Inc. | Systems and methods for correction of artificial deformation in anatomic modeling |
| JP6375575B2 (ja) * | 2014-10-22 | 2018-08-22 | 朝日レントゲン工業株式会社 | 画像処理装置、画像処理方法、及びx線撮影装置 |
| US9704256B2 (en) | 2015-03-10 | 2017-07-11 | Siemens Healthcare Gmbh | Systems and method for computation and visualization of segmentation uncertainty in medical images |
| US10488473B2 (en) | 2015-06-26 | 2019-11-26 | Koninklijke Philips N.V. | Method and detecting unit for detecting metal implants and selecting magnetic resonance pulse sequences for efficient MRI workflow |
| US9697623B1 (en) * | 2015-09-15 | 2017-07-04 | Shanghai United Imaging Healthcare Co., Ltd. | Image reconstruction system and method |
| WO2017045618A1 (en) * | 2015-09-15 | 2017-03-23 | Shanghai United Imaging Healthcare Co., Ltd. | Image reconstruction system and method |
| JP6780948B2 (ja) * | 2016-03-28 | 2020-11-04 | キヤノンメディカルシステムズ株式会社 | X線ct装置 |
| CN105843212B (zh) * | 2016-03-29 | 2018-09-28 | 东北大学 | 一种高炉故障诊断系统及方法 |
| IL245339A (en) * | 2016-04-21 | 2017-10-31 | Rani Ben Yishai | Method and system for verification of registration |
| US11257262B2 (en) | 2016-08-22 | 2022-02-22 | Koninklijke Philips N.V. | Model regularized motion compensated medical image reconstruction |
| US9905044B1 (en) * | 2016-08-25 | 2018-02-27 | General Electric Company | Systems and methods for functional imaging |
| US11138790B2 (en) | 2016-10-14 | 2021-10-05 | Axial Medical Printing Limited | Method for generating a 3D physical model of a patient specific anatomic feature from 2D medical images |
| GB201617507D0 (en) | 2016-10-14 | 2016-11-30 | Axial3D Limited | Axial3D UK |
| CN111684492B (zh) * | 2017-06-26 | 2024-03-15 | 医科达有限公司 | 使用深度卷积神经网络来改善锥形束ct图像质量的方法 |
| IL271743B2 (en) | 2017-06-30 | 2024-08-01 | Promaton Holding Bv | Classification and 3d modelling of 3d dento-maxillofacial structures using deep learning methods |
| EP3462373A1 (de) | 2017-10-02 | 2019-04-03 | Promaton Holding B.V. | Automatisierte klassifizierung und taxonomie von 3d-zahndaten mit tieflernverfahren |
| WO2019096943A1 (en) | 2017-11-16 | 2019-05-23 | Ebamed Sa | Heart arrhythmia non-invasive treatment device and method |
| US11120551B2 (en) | 2017-11-27 | 2021-09-14 | Rensselaer Polytechnic Institute | Training a CNN with pseudo ground truth for CT artifact reduction |
| EP3503038A1 (de) | 2017-12-22 | 2019-06-26 | Promaton Holding B.V. | Automatisierte 3d-vorhersage einer wurzelform mithilfe von tiefenlernverfahren |
| EP3561778A1 (de) * | 2018-04-26 | 2019-10-30 | Promaton Holding B.V. | Automatisierte korrektur von metallbehafteten voxeldarstellungen von röntgendaten mit hilfe von tiefenlerntechniken |
| EP3591616A1 (de) | 2018-07-03 | 2020-01-08 | Promaton Holding B.V. | Automatisierte bestimmung einer kanonischen lage eines 3d-zahnmodells und überlagerung von 3d-zahnstrukturen mittels tiefenlernen |
| EP3833258A4 (de) * | 2018-08-06 | 2022-05-11 | Vanderbilt University | Auf tiefenlernen basierendes verfahren zur metallreduktion in ct-bildern und anwendungen davon |
| EP3620130A1 (de) | 2018-09-04 | 2020-03-11 | Promaton Holding B.V. | Automatische planung zahnmedizinischer behandlungen mit deep learning |
| EP3671531A1 (de) | 2018-12-17 | 2020-06-24 | Promaton Holding B.V. | Semantische segmentierung von nicht-euklidischen 3d-datensätzen mit tiefenlernen |
| GB201900437D0 (en) | 2019-01-11 | 2019-02-27 | Axial Medical Printing Ltd | Axial3d big book 2 |
| US10593112B1 (en) * | 2019-04-15 | 2020-03-17 | Biosense Webster (Israel) Ltd. | Chamber reconstruction from a partial volume |
| WO2020235784A1 (ko) * | 2019-05-22 | 2020-11-26 | 주식회사 디오 | 신경 검출 방법 및 장치 |
| DE102019217524A1 (de) * | 2019-11-13 | 2021-05-20 | Siemens Healthcare Gmbh | Verfahren und Bildverarbeitungsvorrichtung zum Segmentieren von Bilddaten und Computerprogrammprodukt |
| US12156760B2 (en) | 2019-11-14 | 2024-12-03 | Ebamed Sa | Cardiac phase gating system for radiation therapy |
| US11309072B2 (en) | 2020-04-21 | 2022-04-19 | GE Precision Healthcare LLC | Systems and methods for functional imaging |
| CN111862258B (zh) * | 2020-07-23 | 2024-06-28 | 深圳高性能医疗器械国家研究院有限公司 | 一种图像金属伪影抑制方法 |
| JP2024501500A (ja) | 2020-12-23 | 2024-01-12 | エバメッド・エセアー | 多断面運動管理システム |
| US12444506B2 (en) | 2021-02-11 | 2025-10-14 | Axial Medical Printing Limited | Systems and methods for automated segmentation of patient specific anatomies for pathology specific measurements |
| GB202101908D0 (en) | 2021-02-11 | 2021-03-31 | Axial Medical Printing Ltd | Axial3D pathology |
| US12277627B1 (en) | 2021-08-27 | 2025-04-15 | Queensland University Of Technology | Correction of ultrasound probe-induced metal artifacts in X-ray based imaging systems |
| EP4325236B1 (de) * | 2022-08-17 | 2025-07-23 | Siemens Healthineers AG | Verfahren zum durchführen einer untersuchung eines anatomischen bereichs eines probanden durch magnetresonanzbildgebung |
| CN116228916B (zh) * | 2023-05-10 | 2023-07-11 | 中日友好医院(中日友好临床医学研究所) | 一种图像去金属伪影方法、系统及设备 |
| CN120374662B (zh) * | 2025-06-26 | 2025-09-09 | 温州医科大学 | 眼眶组织分割方法及系统 |
Family Cites Families (17)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US6047080A (en) * | 1996-06-19 | 2000-04-04 | Arch Development Corporation | Method and apparatus for three-dimensional reconstruction of coronary vessels from angiographic images |
| US6631212B1 (en) * | 1999-09-13 | 2003-10-07 | Eastman Kodak Company | Twostage scheme for texture segmentation based on clustering using a first set of features and refinement using a second set of features |
| US6507633B1 (en) * | 2001-02-15 | 2003-01-14 | The Regents Of The University Of Michigan | Method for statistically reconstructing a polyenergetic X-ray computed tomography image and image reconstructor apparatus utilizing the method |
| US6721387B1 (en) | 2001-06-13 | 2004-04-13 | Analogic Corporation | Method of and system for reducing metal artifacts in images generated by x-ray scanning devices |
| DE10357206B4 (de) * | 2003-12-08 | 2005-11-03 | Siemens Ag | Verfahren und Bildbearbeitungssystem zur Segmentierung von Schnittbilddaten |
| EP1714255B1 (de) * | 2004-02-05 | 2016-10-05 | Koninklijke Philips N.V. | Reduzierung von vollbildartefakten verursacht durch objekte mit hoher daempfung in ct, zur verwaltung von voxelgewebeklassen |
| WO2005076222A1 (en) | 2004-02-09 | 2005-08-18 | Philips Intellectual Property & Standards Gmbh | Correction of artifacts caused by high attenuating objects |
| DE102004022332A1 (de) * | 2004-05-06 | 2005-12-08 | Siemens Ag | Verfahren zur post-rekonstruktiven Korrektur von Aufnahmen eines Computer-Tomographen |
| EP1603076A1 (de) * | 2004-05-13 | 2005-12-07 | Aalborg Universitet | Rechnergestützte Hirnrindengrenzextraktion aus MR-Bildern |
| US7369695B2 (en) * | 2004-08-20 | 2008-05-06 | General Electric Company | Method and apparatus for metal artifact reduction in 3D X-ray image reconstruction using artifact spatial information |
| US20090074278A1 (en) | 2004-10-12 | 2009-03-19 | Universite Laval | Method and apparatus for metal artifact reduction in computed tomography |
| WO2007035688A2 (en) * | 2005-09-16 | 2007-03-29 | The Ohio State University | Method and apparatus for detecting intraventricular dyssynchrony |
| US7711406B2 (en) * | 2005-11-23 | 2010-05-04 | General Electric Company | System and method for detection of electromagnetic radiation by amorphous silicon x-ray detector for metal detection in x-ray imaging |
| US20080095300A1 (en) * | 2006-10-05 | 2008-04-24 | General Electric Company | System and method for iterative reconstruction using parallel processing |
| US20080085040A1 (en) * | 2006-10-05 | 2008-04-10 | General Electric Company | System and method for iterative reconstruction using mask images |
| EP2102819B1 (de) | 2007-01-04 | 2014-04-02 | Koninklijke Philips N.V. | Vorrichtung, verfahren und computerprogramm zur herstellung eines korrigierten bildes eines zielbereiches aus aufgenommenen projektionsdaten |
| US8311287B2 (en) * | 2008-09-25 | 2012-11-13 | Microsoft Corporation | Validation and correction of map data using oblique images |
-
2008
- 2008-08-12 EP EP08807295A patent/EP2188776B1/de active Active
- 2008-08-12 CN CN200880104577XA patent/CN102067170A/zh active Pending
- 2008-08-12 AT AT08807295T patent/ATE511161T1/de not_active IP Right Cessation
- 2008-08-12 US US12/673,779 patent/US9730663B2/en active Active
- 2008-08-12 WO PCT/IB2008/053236 patent/WO2009027889A2/en not_active Ceased
- 2008-08-12 CN CN201611070118.7A patent/CN106920246B/zh active Active
Also Published As
| Publication number | Publication date |
|---|---|
| EP2188776A2 (de) | 2010-05-26 |
| EP2188776B1 (de) | 2011-05-25 |
| CN106920246B (zh) | 2024-03-08 |
| CN106920246A (zh) | 2017-07-04 |
| US20110038516A1 (en) | 2011-02-17 |
| CN102067170A (zh) | 2011-05-18 |
| WO2009027889A3 (en) | 2010-03-25 |
| WO2009027889A2 (en) | 2009-03-05 |
| US9730663B2 (en) | 2017-08-15 |
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Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| RER | Ceased as to paragraph 5 lit. 3 law introducing patent treaties |