Automated Versus Manual In Vivo Segmentation of Carotid Plaque MRI

R. van 't Klooster; O. Naggara; R. Marsico; J.H.C. Reiber; J.-F. Meder; R.J. van der Geest; E. Touzé; C. Oppenheim

doi:10.3174/ajnr.A3028

Research ArticleExtracranial Vascular

Automated Versus Manual In Vivo Segmentation of Carotid Plaque MRI

R. van 't Klooster, O. Naggara, R. Marsico, J.H.C. Reiber, J.-F. Meder, R.J. van der Geest, E. Touzé and C. Oppenheim

American Journal of Neuroradiology September 2012, 33 (8) 1621-1627; DOI: https://doi.org/10.3174/ajnr.A3028

R. van 't Klooster

aFrom the Division of Image Processing, Department of Radiology (R.v.t.K., J.H.C.R., R.J.v.d.G.), Leiden University Medical Center, Leiden, The Netherlands

Find this author on Google Scholar
Find this author on PubMed
Search for this author on this site

O. Naggara

bUniversité Paris Descartes, INSERM UMR 894, Service d'Imagerie Morphologique et Fonctionnelle (O.N., R.M., J.-F.M., C.O.), Centre Hospitalier Sainte-Anne, Paris, France

Find this author on Google Scholar
Find this author on PubMed
Search for this author on this site

R. Marsico

bUniversité Paris Descartes, INSERM UMR 894, Service d'Imagerie Morphologique et Fonctionnelle (O.N., R.M., J.-F.M., C.O.), Centre Hospitalier Sainte-Anne, Paris, France

Find this author on Google Scholar
Find this author on PubMed
Search for this author on this site

J.H.C. Reiber

aFrom the Division of Image Processing, Department of Radiology (R.v.t.K., J.H.C.R., R.J.v.d.G.), Leiden University Medical Center, Leiden, The Netherlands

Find this author on Google Scholar
Find this author on PubMed
Search for this author on this site

J.-F. Meder

bUniversité Paris Descartes, INSERM UMR 894, Service d'Imagerie Morphologique et Fonctionnelle (O.N., R.M., J.-F.M., C.O.), Centre Hospitalier Sainte-Anne, Paris, France

Find this author on Google Scholar
Find this author on PubMed
Search for this author on this site

R.J. van der Geest

aFrom the Division of Image Processing, Department of Radiology (R.v.t.K., J.H.C.R., R.J.v.d.G.), Leiden University Medical Center, Leiden, The Netherlands

Find this author on Google Scholar
Find this author on PubMed
Search for this author on this site

E. Touzé

cUniversité Paris Descartes, INSERM UMR 894, Service de Neurologie Vasculaire (E.T.), Centre Hospitalier Sainte-Anne, Paris, France

Find this author on Google Scholar
Find this author on PubMed
Search for this author on this site

C. Oppenheim

bUniversité Paris Descartes, INSERM UMR 894, Service d'Imagerie Morphologique et Fonctionnelle (O.N., R.M., J.-F.M., C.O.), Centre Hospitalier Sainte-Anne, Paris, France

Find this author on Google Scholar
Find this author on PubMed
Search for this author on this site

Article
Figures & Data
Info & Metrics
Responses
References
PDF

Article Information

vol. 33 no. 8 1621-1627

DOI

https://doi.org/10.3174/ajnr.A3028

PubMed

22442043

Published By

American Journal of Neuroradiology

Print ISSN

0195-6108

Online ISSN

1936-959X

History

Received September 25, 2011
Accepted after revision December 5, 2011
Published online September 10, 2012.

Author Information

R. van 't Kloostera,
O. Naggarab,
R. Marsicob,
J.H.C. Reibera,
J.-F. Mederb,
R.J. van der Geesta,
E. Touzéc and
C. Oppenheimb

^aFrom the Division of Image Processing, Department of Radiology (R.v.t.K., J.H.C.R., R.J.v.d.G.), Leiden University Medical Center, Leiden, The Netherlands
^bUniversité Paris Descartes, INSERM UMR 894, Service d'Imagerie Morphologique et Fonctionnelle (O.N., R.M., J.-F.M., C.O.), Centre Hospitalier Sainte-Anne, Paris, France
^cUniversité Paris Descartes, INSERM UMR 894, Service de Neurologie Vasculaire (E.T.), Centre Hospitalier Sainte-Anne, Paris, France

Please address correspondence to C. Oppenheim, Service d'Imagerie Morphologique et Fonctionnelle, Centre Hospitalier Sainte-Anne, 1 rue Cabanis, 75014, Paris, France; e-mail: c.oppenheim{at}ch-sainte-anne.fr

View Full Text

Altmetrics

Cited By...

33 Citations
28 Citations
Google Scholar

This article has been cited by the following articles in journals that are participating in Crossref Cited-by Linking.

A Convolutional Neural Network for Automatic Characterization of Plaque Composition in Carotid Ultrasound

Karim Lekadir, Alfiia Galimzianova, Angels Betriu, Maria del Mar Vila, Laura Igual, Daniel L. Rubin, Elvira Fernandez, Petia Radeva, Sandy Napel

IEEE Journal of Biomedical and Health Informatics 2017 21 1
Atherosclerotic Plaque Tissue: Noninvasive Quantitative Assessment of Characteristics with Software-aided Measurements from Conventional CT Angiography

Malachi Sheahan, Xiaonan Ma, David Paik, Nancy A. Obuchowski, Samantha St. Pierre, William P. Newman, Guenevere Rae, Eric S. Perlman, Michael Rosol, James C. Keith, Andrew J. Buckler

Radiology 2018 286 2
A review of computational methods applied for identification and quantification of atherosclerotic plaques in images

Danilo Samuel Jodas, Aledir Silveira Pereira, João Manuel R.S. Tavares

Expert Systems with Applications 2016 46
Association of Progression of Carotid Artery Wall Volume and Recurrent Transient Ischemic Attack or Stroke

Mingming Lu, Peng Peng, Yuanyuan Cui, Huiyu Qiao, Dongye Li, Jianming Cai, Xihai Zhao

Stroke 2018 49 3
Multi-Center MRI Carotid Plaque Component Segmentation Using Feature Normalization and Transfer Learning

Arna van Engelen, Anouk C. van Dijk, Martine T. B. Truijman, Ronald van't Klooster, Annegreet van Opbroek, Aad van der Lugt, Wiro J. Niessen, M. Eline Kooi, Marleen de Bruijne

IEEE Transactions on Medical Imaging 2015 34 6
Can Shape Analysis Differentiate Free-floating Internal Carotid Artery Thrombus from Atherosclerotic Plaque in Patients Evaluated with CTA for Stroke or Transient Ischemic Attack?

Rebecca E. Thornhill, Cheemun Lum, Arash Jaberi, Pawel Stefanski, Carlos H. Torres, Franco Momoli, William Petrcich, Dar Dowlatshahi

Academic Radiology 2014 21 3
Atherosclerotic Plaque Component Segmentation in Combined Carotid MRI and CTA Data Incorporating Class Label Uncertainty

Arna van Engelen, Wiro J. Niessen, Stefan Klein, Harald C. Groen, Hence J. M. Verhagen, Jolanda J. Wentzel, Aad van der Lugt, Marleen de Bruijne, Jean-Claude Baron

PLoS ONE 2014 9 4
Automated registration of multispectral MR vessel wall images of the carotid artery

R. van ˈt Klooster, M. Staring, S. Klein, R. M. Kwee, M. E. Kooi, J. H. C. Reiber, B. P. F. Lelieveldt, R. J. van der Geest

Medical Physics 2013 40 12
Repeatability of in vivo quantification of atherosclerotic carotid artery plaque components by supervised multispectral classification

Shan Gao, Ronald van ’t Klooster, Diederik F. van Wijk, Aart J. Nederveen, Boudewijn P. F. Lelieveldt, Rob J. van der Geest

Magnetic Resonance Materials in Physics, Biology and Medicine 2015 28 6
Spatio‐temporal texture (SpTeT) for distinguishing vulnerable from stable atherosclerotic plaque on dynamic contrast enhancement (DCE) MRI in a rabbit model

Tao Wan, Anant Madabhushi, Alkystis Phinikaridou, James A. Hamilton, Ning Hua, Tuan Pham, Jovanna Danagoulian, Ross Kleiman, Andrew J. Buckler

Medical Physics 2014 41 4
In vivo semi-automatic segmentation of multicontrast cardiovascular magnetic resonance for prospective cohort studies on plaque tissue composition: initial experience

Taku Yoneyama, Jie Sun, Daniel S. Hippe, Niranjan Balu, Dongxiang Xu, William S. Kerwin, Thomas S. Hatsukami, Chun Yuan

The International Journal of Cardiovascular Imaging 2016 32 1
Manual versus Automated Carotid Artery Plaque Component Segmentation in High and Lower Quality 3.0 Tesla MRI Scans

Loek P. Smits, Diederik F. van Wijk, Raphael Duivenvoorden, Dongxiang Xu, Chun Yuan, Erik S. Stroes, Aart J. Nederveen, Gayle E. Woloschak

PLOS ONE 2016 11 12
Medical Image Computing and Computer Assisted Intervention – MICCAI 2021

Shiyu Mi, Qiqi Bao, Zhanghong Wei, Fan Xu, Wenming Yang

2021 12905
Non-invasive imaging techniques and assessment of carotid vasa vasorum neovascularization: Promises and pitfalls

T. Pereira, A. Betriu, R. Alves

Trends in Cardiovascular Medicine 2019 29 2
Numerical simulations of carotid MRI quantify the accuracy in measuring atherosclerotic plaque components in vivo

Harm A. Nieuwstadt, Tom R. Geraedts, Martine T. B. Truijman, M. Eline Kooi, Aad van der Lugt, Anton F. W. van der Steen, Jolanda J. Wentzel, Marcel Breeuwer, Frank J. H. Gijsen

Magnetic Resonance in Medicine 2014 72 1
Carotid atherosclerotic plaque segmentation in multi-weighted MRI using a two-stage neural network: advantages of training with high-resolution imaging and histology

Ran Li, Jie Zheng, Mohamed A. Zayed, Jeffrey E. Saffitz, Pamela K. Woodard, Abhinav K. Jha

Frontiers in Cardiovascular Medicine 2023 10
UR-CarA-Net: A Cascaded Framework With Uncertainty Regularization for Automated Segmentation of Carotid Arteries on Black Blood MR Images

Elizaveta Lavrova, Zohaib Salahuddin, Henry C. Woodruff, Mohamed Kassem, Robin Camarasa, Anja G. Der Van Kolk, Paul J. Nederkoorn, Daniel Bos, Jeroen Hendrikse, M. Eline Kooi, Philippe Lambin

IEEE Access 2023 11
The Differentiation in Image Post-processing and 3D Reconstruction During Evaluation of Carotid Plaques From MR and CT Data Sources

Fengbin Deng, Changping Mu, Ling Yang, Rongqi Yi, Min Gu, Kang Li

Frontiers in Physiology 2021 12
Towards Automated Quantification of Vessel Wall Composition Using MRI

Magnus Ziegler, Elin Good, Jan Engvall, Marcel Warntjes, Ebo de Muinck, Petter Dyverfeldt

Journal of Magnetic Resonance Imaging 2020 52 3
Comparison of Gated and Ungated Black-Blood Fast Spin-echo MRI of Carotid Vessel Wall at 3T

Chengcheng ZHU, Martin J GRAVES, Umar SADAT, Victoria E YOUNG, Jonathan H GILLARD, Andrew J PATTERSON

Magnetic Resonance in Medical Sciences 2016 15 3
Classification of calcified regions in atherosclerotic lesions of the carotid artery in computed tomography angiography images

Danilo Samuel Jodas, Aledir Silveira Pereira, João Manuel R. S. Tavares

Neural Computing and Applications 2020 32 7
Semiautomated Magnetic Resonance Imaging Assessment of Carotid Plaque Lipid Content

Karolina Skagen, Kristin Evensen, Helge Scott, Kirsten Krohg-Sørensen, Svein Are Vatnehol, Per Kristian Hol, Mona Skjelland, David Russell

Journal of Stroke and Cerebrovascular Diseases 2016 25 8
A 3D framework for segmentation of carotid artery vessel wall and identification of plaque compositions in multi-sequence MR images

Jian Wang, Fan Yu, Mengze Zhang, Jie Lu, Zhen Qian

Computerized Medical Imaging and Graphics 2024 116
Learning carotid vessel wall segmentation in black-blood MRI using sparsely sampled cross-sections from 3D data

Hinrich Rahlfs, Markus Hüllebrand, Sebastian Schmitter, Christoph Strecker, Andreas Harloff, Anja Hennemuth

Journal of Medical Imaging 2024 11 04
Deep learning-based automatic segmentation of arterial vessel walls and plaques in MR vessel wall images for quantitative assessment

Long Yang, Xiong Yang, Zhenhuan Gong, Yufei Mao, Shan-shan Lu, Chengcheng Zhu, Liwen Wan, Junhui Huang, Mohd Halim Mohd Noor, Ke Wu, Cheng Li, Guanxun Cheng, Ye Li, Dong Liang, Xin Liu, Hairong Zheng, Zhanli Hu, Na Zhang

European Radiology 2025
Medical Image Understanding and Analysis

Arna van Engelen, Marleen de Bruijne, Torben Schneider, Anouk C. van Dijk, M. Eline Kooi, Jeroen Hendrikse, Aart Nederveen, Wiro J. Niessen, Rene M. Botnar

2017 723
Proceedings of 2024 International Conference on Medical Imaging and Computer-Aided Diagnosis (MICAD 2024)

Hinrich Rahlfs, Markus Hüllebrand, Sebastian Schmitter, Christoph Strecker, Andreas Harloff, Anja Hennemuth

2025 1372
Vessel Based Imaging Techniques

Niranjan Balu, Zechen Zhou, Chun Yuan

2020

PreviousNext

In this issue

American Journal of Neuroradiology

Vol. 33, Issue 8

1 Sep 2012

Table of Contents
Index by author

Download PDF

Email Article

Thank you for your interest in spreading the word on American Journal of Neuroradiology.

NOTE: We only request your email address so that the person you are recommending the page to knows that you wanted them to see it, and that it is not junk mail. We do not capture any email address.

Your Email *

Your Name *

Send To *

Enter multiple addresses on separate lines or separate them with commas.

You are going to email the following Automated Versus Manual In Vivo Segmentation of Carotid Plaque MRI

Message Subject (Your Name) has sent you a message from American Journal of Neuroradiology

Message Body (Your Name) thought you would like to see the American Journal of Neuroradiology web site.

Your Personal Message

CAPTCHA

This question is for testing whether or not you are a human visitor and to prevent automated spam submissions.

Cite this article

R. van 't Klooster, O. Naggara, R. Marsico, J.H.C. Reiber, J.-F. Meder, R.J. van der Geest, E. Touzé, C. Oppenheim

Automated Versus Manual In Vivo Segmentation of Carotid Plaque MRI

American Journal of Neuroradiology Sep 2012, 33 (8) 1621-1627; DOI: 10.3174/ajnr.A3028

Citation Manager Formats

BibTeX
Bookends
EasyBib
EndNote (tagged)
EndNote 8 (xml)
Medlars
Mendeley
Papers
RefWorks Tagged
Ref Manager
RIS
Zotero

0 Responses

Respond to this article

Bookmark this article

User Name *

Password *

Remember my user name & password.

Automated Versus Manual In Vivo Segmentation of Carotid Plaque MRI

R. van 't Klooster, O. Naggara, R. Marsico, J.H.C. Reiber, J.-F. Meder, R.J. van der Geest, E. Touzé, C. Oppenheim

American Journal of Neuroradiology Sep 2012, 33 (8) 1621-1627; DOI: 10.3174/ajnr.A3028

Share This Article:

Tweet Widget
Facebook Like
Google Plus One

Purchase

Jump to section

Article
Figures & Data
Info & Metrics
Responses
References
PDF

No related articles found.

PubMed
Google Scholar

Cited By...

Association of Progression of Carotid Artery Wall Volume and Recurrent Transient Ischemic Attack or Stroke: A Magnetic Resonance Imaging Study

Crossref (28)
Google Scholar

This article has been cited by the following articles in journals that are participating in Crossref Cited-by Linking.

A Convolutional Neural Network for Automatic Characterization of Plaque Composition in Carotid Ultrasound

Karim Lekadir, Alfiia Galimzianova, Angels Betriu, Maria del Mar Vila, Laura Igual, Daniel L. Rubin, Elvira Fernandez, Petia Radeva, Sandy Napel

IEEE Journal of Biomedical and Health Informatics 2017 21 1
Atherosclerotic Plaque Tissue: Noninvasive Quantitative Assessment of Characteristics with Software-aided Measurements from Conventional CT Angiography

Malachi Sheahan, Xiaonan Ma, David Paik, Nancy A. Obuchowski, Samantha St. Pierre, William P. Newman, Guenevere Rae, Eric S. Perlman, Michael Rosol, James C. Keith, Andrew J. Buckler

Radiology 2018 286 2
A review of computational methods applied for identification and quantification of atherosclerotic plaques in images

Danilo Samuel Jodas, Aledir Silveira Pereira, João Manuel R.S. Tavares

Expert Systems with Applications 2016 46
Association of Progression of Carotid Artery Wall Volume and Recurrent Transient Ischemic Attack or Stroke

Mingming Lu, Peng Peng, Yuanyuan Cui, Huiyu Qiao, Dongye Li, Jianming Cai, Xihai Zhao

Stroke 2018 49 3
Multi-Center MRI Carotid Plaque Component Segmentation Using Feature Normalization and Transfer Learning

Arna van Engelen, Anouk C. van Dijk, Martine T. B. Truijman, Ronald van't Klooster, Annegreet van Opbroek, Aad van der Lugt, Wiro J. Niessen, M. Eline Kooi, Marleen de Bruijne

IEEE Transactions on Medical Imaging 2015 34 6
Can Shape Analysis Differentiate Free-floating Internal Carotid Artery Thrombus from Atherosclerotic Plaque in Patients Evaluated with CTA for Stroke or Transient Ischemic Attack?

Rebecca E. Thornhill, Cheemun Lum, Arash Jaberi, Pawel Stefanski, Carlos H. Torres, Franco Momoli, William Petrcich, Dar Dowlatshahi

Academic Radiology 2014 21 3
Atherosclerotic Plaque Component Segmentation in Combined Carotid MRI and CTA Data Incorporating Class Label Uncertainty

Arna van Engelen, Wiro J. Niessen, Stefan Klein, Harald C. Groen, Hence J. M. Verhagen, Jolanda J. Wentzel, Aad van der Lugt, Marleen de Bruijne, Jean-Claude Baron

PLoS ONE 2014 9 4
Automated registration of multispectral MR vessel wall images of the carotid artery

R. van ˈt Klooster, M. Staring, S. Klein, R. M. Kwee, M. E. Kooi, J. H. C. Reiber, B. P. F. Lelieveldt, R. J. van der Geest

Medical Physics 2013 40 12
Repeatability of in vivo quantification of atherosclerotic carotid artery plaque components by supervised multispectral classification

Shan Gao, Ronald van ’t Klooster, Diederik F. van Wijk, Aart J. Nederveen, Boudewijn P. F. Lelieveldt, Rob J. van der Geest

Magnetic Resonance Materials in Physics, Biology and Medicine 2015 28 6
Spatio‐temporal texture (SpTeT) for distinguishing vulnerable from stable atherosclerotic plaque on dynamic contrast enhancement (DCE) MRI in a rabbit model

Tao Wan, Anant Madabhushi, Alkystis Phinikaridou, James A. Hamilton, Ning Hua, Tuan Pham, Jovanna Danagoulian, Ross Kleiman, Andrew J. Buckler

Medical Physics 2014 41 4

Main menu

User menu

Search

American Journal of Neuroradiology

Automated Versus Manual In Vivo Segmentation of Carotid Plaque MRI

Article Information

Author Information

Altmetrics

Cited By...

In this issue

Citation Manager Formats

Related Articles

Cited By...

More in this TOC Section

Similar Articles

Indexed Content

Cases

Special Collections

Resources

Multimedia

About Us

American Society of Neuroradiology