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Standardized evalua...
Standardized evaluation framework for evaluating coronary artery stenosis detection, stenosis quantification and lumen segmentation algorithms in computed tomography angiography
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- Kirişli, Hortense (author)
- Erasmus MC, Rotterdam, The Netherlands,Biomedical Imaging Group Rotterdam
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- Schaap, M. (author)
- Erasmus MC, Rotterdam, The Netherlands,Toshiba Medical Visualization Systems, Edinburgh, UK
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- Metz, C. T. (author)
- Erasmus MC, Rotterdam, The Netherlands
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- Dharampal, A. S. (author)
- Erasmus MC, Rotterdam, The Netherlands
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- Meijboom, W. B. (author)
- Erasmus MC, Rotterdam, The Netherlands
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- Papadopoulou, S. L. (author)
- Erasmus MC, Rotterdam, The Netherlands
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- Dedic, A. (author)
- Erasmus MC, Rotterdam, The Netherlands
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- Nieman, K. (author)
- Erasmus MC, Rotterdam, The Netherlands
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- de Graaf, M. A. (author)
- Leiden UMC, The Netherlands
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- Meijs, M. F. L. (author)
- UMC Utrecht, The Netherlands
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- Cramer, M. J. (author)
- UMC Utrecht, The Netherlands
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- Broersen, A. (author)
- Leiden UMC, The Netherlands
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- Cetin, S. (author)
- SabancıUniversity, Turkey
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- Eslami, A. (author)
- Technical University of Munich, Germany
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- Flórez-Valencia, L. (author)
- Pontificia Universidad Javeriana, Bogotá, Colombia
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- Lor, K.L. (author)
- National Taiwan University, Taipei, Taiwan
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- Matuszewski, B. (author)
- University of Central Lancashire, Preston, UK
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- Melki, I. (author)
- Université Paris-Est, France
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- Mohr, B. (author)
- Toshiba Medical Visualization Systems, Edinburgh, UK
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- Öksüz, I. (author)
- Bahçeşehir University, Istanbul, Turkey
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- Shahzad, R. (author)
- Erasmus MC, Rotterdam The Netherlands
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- Wang, Chunliang (author)
- Linköpings universitet,Centrum för medicinsk bildvetenskap och visualisering, CMIV,Avdelningen för radiologiska vetenskaper,Hälsouniversitetet,Center for Medical Imaging Science and Visualization, Dept.of Medical and Health Sciences, Linköping University, Linköping
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- Kitslaar, P. H. (author)
- Leiden UMC, The Netherlands
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- Unal, G. (author)
- Sabancı University, Turkey
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- Katouzian, A. (author)
- Technical University of Munich, Germany
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- Orkisz, M. (author)
- Université de Lyon, France
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- Chen, C.M. (author)
- National Taiwan University, Taipei, Taiwan
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- Precioso, F. (author)
- University Nice-Sophia Antipolis, France
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- Najman, L. (author)
- Université Paris-Est, France
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- Masood, S. (author)
- Toshiba Medical Visualization Systems, Edinburgh, UK
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- Ünay, D. (author)
- Bahçeşehir University, Istanbul, Turkey
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- van Vliet, L. (author)
- Delft University of Technology, The Netherlands
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- Moreno, Rodrigo, 1973- (author)
- Linköpings universitet,Centrum för medicinsk bildvetenskap och visualisering, CMIV,Avdelningen för radiologiska vetenskaper,Hälsouniversitetet
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- Goldenberg, R. (author)
- Rcadia Medical Imaging, Haïfa, Israel
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- Vuçini, E. (author)
- VRVis Research Center for Virtual Reality and Visualization, Vienna, Austria
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- Krestin, G. P. (author)
- Erasmus MC, Rotterdam, The Netherlands
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- Niessen, W. J. (author)
- Erasmus MC, Rotterdam, The Netherlands
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- van Walsum, T. (author)
- Erasmus MC, Rotterdam, The Netherlands
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Kiri\csli, H A (author)
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(creator_code:org_t)
- Elsevier, 2013
- 2013
- English.
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In: Medical Image Analysis. - : Elsevier. - 1361-8415 .- 1361-8423. ; 17:8, s. 859-876
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https://urn.kb.se/re...
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Abstract
Subject headings
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- Though conventional coronary angiography (CCA) has been the standard of reference for diagnosing coronary artery disease in the past decades, computed tomography angiography (CIA) has rapidly emerged, and is nowadays widely used in clinical practice. Here, we introduce a standardized evaluation framework to reliably evaluate and compare the performance of the algorithms devised to detect and quantify the coronary artery stenoses, and to segment the coronary artery lumen in CIA data. The objective of this evaluation framework is to demonstrate the feasibility of dedicated algorithms to: (I) (semi-)automatically detect and quantify stenosis on CIA, in comparison with quantitative coronary angiography (QCA) and CIA consensus reading, and (2) (semi-)automatically segment the coronary lumen on CIA, in comparison with expert's manual annotation. A database consisting of 48 multicenter multivendor cardiac CIA datasets with corresponding reference standards are described and made available. The algorithms from 11 research groups were quantitatively evaluated and compared. The results show that (1) some of the current stenosis detection/quantification algorithms may be used for triage or as a second-reader in clinical practice, and that (2) automatic lumen segmentation is possible with a precision similar to that obtained by experts. The framework is open for new submissions through the website, at http://coronary.bigr.nl/stenoses/.
Subject headings
- TEKNIK OCH TEKNOLOGIER -- Medicinteknik -- Medicinsk bildbehandling (hsv//swe)
- ENGINEERING AND TECHNOLOGY -- Medical Engineering -- Medical Image Processing (hsv//eng)
Keyword
- Standardized evaluation framework; Coronary arteries; Computed tomography angiography (CTA); stenoses detection; stenoses quantification
Publication and Content Type
- ref (subject category)
- art (subject category)
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- By the author/editor
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Kirişli, Hortens ...
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Schaap, M.
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Metz, C. T.
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Dharampal, A. S.
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Meijboom, W. B.
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Papadopoulou, S. ...
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show more...
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Dedic, A.
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Nieman, K.
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de Graaf, M. A.
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Meijs, M. F. L.
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Cramer, M. J.
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Broersen, A.
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Cetin, S.
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Eslami, A.
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Flórez-Valencia, ...
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Lor, K.L.
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Matuszewski, B.
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Melki, I.
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Mohr, B.
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Öksüz, I.
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Shahzad, R.
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Wang, Chunliang
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Kitslaar, P. H.
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Unal, G.
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Katouzian, A.
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Orkisz, M.
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Chen, C.M.
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Precioso, F.
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Najman, L.
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Masood, S.
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Ünay, D.
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van Vliet, L.
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Moreno, Rodrigo, ...
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Goldenberg, R.
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Vuçini, E.
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Krestin, G. P.
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Niessen, W. J.
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van Walsum, T.
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Kiri\csli, H A
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- About the subject
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- ENGINEERING AND TECHNOLOGY
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ENGINEERING AND ...
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and Medical Engineer ...
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and Medical Image Pr ...
- Articles in the publication
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Medical Image An ...
- By the university
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Linköping University
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Royal Institute of Technology