Automated Three-dimensional Quantification of Noncalcified Coronary Plaque from Coronary CT Angiography: Comparison with Intravascular US
To determine the accuracy of a previously developed automated algorithm (AUTOPLAQ [APQ]) for rapid volumetric quantification of noncalcified and calcified plaque from coronary computed tomographic (CT) angiography in comparison with intravascular ultrasonography (US). This study was approved by the...
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Veröffentlicht in: | Radiology 2010-11, Vol.257 (2), p.516-522 |
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creator | DEY, Damini SCHEPIS, Tiziano MARWAN, Mohamed SLOMKA, Piotr J BERMAN, Daniel S ACHENBACH, Stephan |
description | To determine the accuracy of a previously developed automated algorithm (AUTOPLAQ [APQ]) for rapid volumetric quantification of noncalcified and calcified plaque from coronary computed tomographic (CT) angiography in comparison with intravascular ultrasonography (US).
This study was approved by the institutional review board and was HIPAA compliant; all patients provided written informed consent. APQ combines derived scan-specific attenuation threshold levels for lumen, plaque, and knowledge-based segmentation of coronary arteries for quantification of plaque components. APQ was validated with retrospective analysis of 22 coronary atherosclerotic plaques in 20 patients imaged with coronary CT angiography and intravascular US within 2 days of each other. Coronary CT angiographic data were acquired by using dual-source CT. For each patient, well-defined plaques without calcifications were selected, and plaque volume was measured with APQ and manual tracing at CT and with intravascular US. Measurements were compared with paired t test, correlation, and Bland-Altman analysis.
There was excellent correlation between noncalcified plaque volumes quantified with APQ and intravascular US (r = 0.94, P < .001), with no significant differences (P = .08). Mean plaque volume with intravascular US was 105.9 mm³ ± 83.5 (standard deviation) and with APQ was 116.6 mm³ ± 80.1. Mean plaque volume with manual tracing from CT was 100.8 mm³ ± 81.7 and with APQ was 116.6 mm³ ± 80.1, with excellent correlation (r = 0.92, P < .001) and no significant differences (P = .23).
Automated scan-specific threshold level-based quantification of plaque components from coronary CT angiography allows rapid, accurate measurement of noncalcified plaque volumes, compared with intravascular US, and requires a fraction of the time needed for manual analysis. |
doi_str_mv | 10.1148/radiol.10100681 |
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This study was approved by the institutional review board and was HIPAA compliant; all patients provided written informed consent. APQ combines derived scan-specific attenuation threshold levels for lumen, plaque, and knowledge-based segmentation of coronary arteries for quantification of plaque components. APQ was validated with retrospective analysis of 22 coronary atherosclerotic plaques in 20 patients imaged with coronary CT angiography and intravascular US within 2 days of each other. Coronary CT angiographic data were acquired by using dual-source CT. For each patient, well-defined plaques without calcifications were selected, and plaque volume was measured with APQ and manual tracing at CT and with intravascular US. Measurements were compared with paired t test, correlation, and Bland-Altman analysis.
There was excellent correlation between noncalcified plaque volumes quantified with APQ and intravascular US (r = 0.94, P < .001), with no significant differences (P = .08). Mean plaque volume with intravascular US was 105.9 mm³ ± 83.5 (standard deviation) and with APQ was 116.6 mm³ ± 80.1. Mean plaque volume with manual tracing from CT was 100.8 mm³ ± 81.7 and with APQ was 116.6 mm³ ± 80.1, with excellent correlation (r = 0.92, P < .001) and no significant differences (P = .23).
Automated scan-specific threshold level-based quantification of plaque components from coronary CT angiography allows rapid, accurate measurement of noncalcified plaque volumes, compared with intravascular US, and requires a fraction of the time needed for manual analysis.</description><identifier>ISSN: 0033-8419</identifier><identifier>EISSN: 1527-1315</identifier><identifier>DOI: 10.1148/radiol.10100681</identifier><identifier>PMID: 20829536</identifier><identifier>CODEN: RADLAX</identifier><language>eng</language><publisher>Oak Brook, IL: Radiological Society of North America</publisher><subject>Algorithms ; Automation ; Biological and medical sciences ; Cardiovascular system ; Contrast Media ; Coronary Angiography - methods ; Coronary Artery Disease - diagnostic imaging ; Coronary Vessels - diagnostic imaging ; Female ; Humans ; Image Interpretation, Computer-Assisted - methods ; Imaging, Three-Dimensional ; Investigative techniques, diagnostic techniques (general aspects) ; Iopamidol - analogs & derivatives ; Male ; Medical sciences ; Middle Aged ; Radiodiagnosis. Nmr imagery. Nmr spectrometry ; Retrospective Studies ; Time Factors ; Tomography, X-Ray Computed ; Ultrasonography, Interventional - methods</subject><ispartof>Radiology, 2010-11, Vol.257 (2), p.516-522</ispartof><rights>2015 INIST-CNRS</rights><rights>RSNA, 2010.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c326t-2fde793f7d7706a43020b4354c01ed7abe102ae81eaa2c3cb4960cdad0a9fb483</citedby><cites>FETCH-LOGICAL-c326t-2fde793f7d7706a43020b4354c01ed7abe102ae81eaa2c3cb4960cdad0a9fb483</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,776,780,27901,27902</link.rule.ids><backlink>$$Uhttp://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=23328042$$DView record in Pascal Francis$$Hfree_for_read</backlink><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/20829536$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>DEY, Damini</creatorcontrib><creatorcontrib>SCHEPIS, Tiziano</creatorcontrib><creatorcontrib>MARWAN, Mohamed</creatorcontrib><creatorcontrib>SLOMKA, Piotr J</creatorcontrib><creatorcontrib>BERMAN, Daniel S</creatorcontrib><creatorcontrib>ACHENBACH, Stephan</creatorcontrib><title>Automated Three-dimensional Quantification of Noncalcified Coronary Plaque from Coronary CT Angiography: Comparison with Intravascular US</title><title>Radiology</title><addtitle>Radiology</addtitle><description>To determine the accuracy of a previously developed automated algorithm (AUTOPLAQ [APQ]) for rapid volumetric quantification of noncalcified and calcified plaque from coronary computed tomographic (CT) angiography in comparison with intravascular ultrasonography (US).
This study was approved by the institutional review board and was HIPAA compliant; all patients provided written informed consent. APQ combines derived scan-specific attenuation threshold levels for lumen, plaque, and knowledge-based segmentation of coronary arteries for quantification of plaque components. APQ was validated with retrospective analysis of 22 coronary atherosclerotic plaques in 20 patients imaged with coronary CT angiography and intravascular US within 2 days of each other. Coronary CT angiographic data were acquired by using dual-source CT. For each patient, well-defined plaques without calcifications were selected, and plaque volume was measured with APQ and manual tracing at CT and with intravascular US. Measurements were compared with paired t test, correlation, and Bland-Altman analysis.
There was excellent correlation between noncalcified plaque volumes quantified with APQ and intravascular US (r = 0.94, P < .001), with no significant differences (P = .08). Mean plaque volume with intravascular US was 105.9 mm³ ± 83.5 (standard deviation) and with APQ was 116.6 mm³ ± 80.1. Mean plaque volume with manual tracing from CT was 100.8 mm³ ± 81.7 and with APQ was 116.6 mm³ ± 80.1, with excellent correlation (r = 0.92, P < .001) and no significant differences (P = .23).
Automated scan-specific threshold level-based quantification of plaque components from coronary CT angiography allows rapid, accurate measurement of noncalcified plaque volumes, compared with intravascular US, and requires a fraction of the time needed for manual analysis.</description><subject>Algorithms</subject><subject>Automation</subject><subject>Biological and medical sciences</subject><subject>Cardiovascular system</subject><subject>Contrast Media</subject><subject>Coronary Angiography - methods</subject><subject>Coronary Artery Disease - diagnostic imaging</subject><subject>Coronary Vessels - diagnostic imaging</subject><subject>Female</subject><subject>Humans</subject><subject>Image Interpretation, Computer-Assisted - methods</subject><subject>Imaging, Three-Dimensional</subject><subject>Investigative techniques, diagnostic techniques (general aspects)</subject><subject>Iopamidol - analogs & derivatives</subject><subject>Male</subject><subject>Medical sciences</subject><subject>Middle Aged</subject><subject>Radiodiagnosis. Nmr imagery. Nmr spectrometry</subject><subject>Retrospective Studies</subject><subject>Time Factors</subject><subject>Tomography, X-Ray Computed</subject><subject>Ultrasonography, Interventional - methods</subject><issn>0033-8419</issn><issn>1527-1315</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2010</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNpFkM1v1DAQxS1ERZfCmRvyBXFKO_5I4nBbrQpUqloQ23M08UfXyIkXOwH1T-h_jdFu6WmkN795mvcIecfgnDGpLhIaH8M5AwbQKPaCrFjN24oJVr8kKwAhKiVZd0pe5_wTgMlata_IKQfFu1o0K_K4XuY44mwN3e6StZXxo52yjxMG-n3BafbOa5yLQKOjN3HSGHTRysEmpoKlB_ot4K_FUpfi-CxutnQ93ft4n3C_e_hUFuMek8_F6I-fd_RqmhP-xqyXgIne_XhDThyGbN8e5xm5-3y53Xytrm-_XG3W15UWvJkr7oxtO-Fa07bQoBTAYZCilhqYNS0OlgFHq5hF5FroQXYNaIMGsHODVOKMfDz47lMsX-e5H33WNgScbFxy39ZdzUWjZCEvDqROMedkXb9PfizZegb9v_r7Q_39U_3l4v3RexlGa_7zT30X4MMRKMExuIST9vmZE4IrkFz8Ben2kck</recordid><startdate>20101101</startdate><enddate>20101101</enddate><creator>DEY, Damini</creator><creator>SCHEPIS, Tiziano</creator><creator>MARWAN, Mohamed</creator><creator>SLOMKA, Piotr J</creator><creator>BERMAN, Daniel S</creator><creator>ACHENBACH, Stephan</creator><general>Radiological Society of North America</general><scope>IQODW</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope></search><sort><creationdate>20101101</creationdate><title>Automated Three-dimensional Quantification of Noncalcified Coronary Plaque from Coronary CT Angiography: Comparison with Intravascular US</title><author>DEY, Damini ; SCHEPIS, Tiziano ; MARWAN, Mohamed ; SLOMKA, Piotr J ; BERMAN, Daniel S ; ACHENBACH, Stephan</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c326t-2fde793f7d7706a43020b4354c01ed7abe102ae81eaa2c3cb4960cdad0a9fb483</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2010</creationdate><topic>Algorithms</topic><topic>Automation</topic><topic>Biological and medical sciences</topic><topic>Cardiovascular system</topic><topic>Contrast Media</topic><topic>Coronary Angiography - methods</topic><topic>Coronary Artery Disease - diagnostic imaging</topic><topic>Coronary Vessels - diagnostic imaging</topic><topic>Female</topic><topic>Humans</topic><topic>Image Interpretation, Computer-Assisted - methods</topic><topic>Imaging, Three-Dimensional</topic><topic>Investigative techniques, diagnostic techniques (general aspects)</topic><topic>Iopamidol - analogs & derivatives</topic><topic>Male</topic><topic>Medical sciences</topic><topic>Middle Aged</topic><topic>Radiodiagnosis. Nmr imagery. Nmr spectrometry</topic><topic>Retrospective Studies</topic><topic>Time Factors</topic><topic>Tomography, X-Ray Computed</topic><topic>Ultrasonography, Interventional - methods</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>DEY, Damini</creatorcontrib><creatorcontrib>SCHEPIS, Tiziano</creatorcontrib><creatorcontrib>MARWAN, Mohamed</creatorcontrib><creatorcontrib>SLOMKA, Piotr J</creatorcontrib><creatorcontrib>BERMAN, Daniel S</creatorcontrib><creatorcontrib>ACHENBACH, Stephan</creatorcontrib><collection>Pascal-Francis</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>Radiology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>DEY, Damini</au><au>SCHEPIS, Tiziano</au><au>MARWAN, Mohamed</au><au>SLOMKA, Piotr J</au><au>BERMAN, Daniel S</au><au>ACHENBACH, Stephan</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Automated Three-dimensional Quantification of Noncalcified Coronary Plaque from Coronary CT Angiography: Comparison with Intravascular US</atitle><jtitle>Radiology</jtitle><addtitle>Radiology</addtitle><date>2010-11-01</date><risdate>2010</risdate><volume>257</volume><issue>2</issue><spage>516</spage><epage>522</epage><pages>516-522</pages><issn>0033-8419</issn><eissn>1527-1315</eissn><coden>RADLAX</coden><abstract>To determine the accuracy of a previously developed automated algorithm (AUTOPLAQ [APQ]) for rapid volumetric quantification of noncalcified and calcified plaque from coronary computed tomographic (CT) angiography in comparison with intravascular ultrasonography (US).
This study was approved by the institutional review board and was HIPAA compliant; all patients provided written informed consent. APQ combines derived scan-specific attenuation threshold levels for lumen, plaque, and knowledge-based segmentation of coronary arteries for quantification of plaque components. APQ was validated with retrospective analysis of 22 coronary atherosclerotic plaques in 20 patients imaged with coronary CT angiography and intravascular US within 2 days of each other. Coronary CT angiographic data were acquired by using dual-source CT. For each patient, well-defined plaques without calcifications were selected, and plaque volume was measured with APQ and manual tracing at CT and with intravascular US. Measurements were compared with paired t test, correlation, and Bland-Altman analysis.
There was excellent correlation between noncalcified plaque volumes quantified with APQ and intravascular US (r = 0.94, P < .001), with no significant differences (P = .08). Mean plaque volume with intravascular US was 105.9 mm³ ± 83.5 (standard deviation) and with APQ was 116.6 mm³ ± 80.1. Mean plaque volume with manual tracing from CT was 100.8 mm³ ± 81.7 and with APQ was 116.6 mm³ ± 80.1, with excellent correlation (r = 0.92, P < .001) and no significant differences (P = .23).
Automated scan-specific threshold level-based quantification of plaque components from coronary CT angiography allows rapid, accurate measurement of noncalcified plaque volumes, compared with intravascular US, and requires a fraction of the time needed for manual analysis.</abstract><cop>Oak Brook, IL</cop><pub>Radiological Society of North America</pub><pmid>20829536</pmid><doi>10.1148/radiol.10100681</doi><tpages>7</tpages></addata></record> |
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subjects | Algorithms Automation Biological and medical sciences Cardiovascular system Contrast Media Coronary Angiography - methods Coronary Artery Disease - diagnostic imaging Coronary Vessels - diagnostic imaging Female Humans Image Interpretation, Computer-Assisted - methods Imaging, Three-Dimensional Investigative techniques, diagnostic techniques (general aspects) Iopamidol - analogs & derivatives Male Medical sciences Middle Aged Radiodiagnosis. Nmr imagery. Nmr spectrometry Retrospective Studies Time Factors Tomography, X-Ray Computed Ultrasonography, Interventional - methods |
title | Automated Three-dimensional Quantification of Noncalcified Coronary Plaque from Coronary CT Angiography: Comparison with Intravascular US |
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