Quantitative lung perfusion evaluation using fourier decomposition perfusion MRI
Purpose To quantitatively evaluate lung perfusion using Fourier decomposition perfusion MRI. The Fourier decomposition (FD) method is a noninvasive method for assessing ventilation‐ and perfusion‐related information in the lungs, where the perfusion maps in particular have shown promise for clinical...
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Veröffentlicht in: | Magnetic resonance in medicine 2014-08, Vol.72 (2), p.558-562 |
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creator | Kjørstad, Åsmund Corteville, Dominique M.R. Fischer, Andre Henzler, Thomas Schmid-Bindert, Gerald Zöllner, Frank G. Schad, Lothar R. |
description | Purpose
To quantitatively evaluate lung perfusion using Fourier decomposition perfusion MRI. The Fourier decomposition (FD) method is a noninvasive method for assessing ventilation‐ and perfusion‐related information in the lungs, where the perfusion maps in particular have shown promise for clinical use. However, the perfusion maps are nonquantitative and dimensionless, making follow‐ups and direct comparisons between patients difficult. We present an approach to obtain physically meaningful and quantifiable perfusion maps using the FD method.
Methods
The standard FD perfusion images are quantified by comparing the partially blood‐filled pixels in the lung parenchyma with the fully blood‐filled pixels in the aorta. The percentage of blood in a pixel is then combined with the temporal information, yielding quantitative blood flow values. The values of 10 healthy volunteers are compared with SEEPAGE measurements which have shown high consistency with dynamic contrast enhanced‐MRI.
Results
All pulmonary blood flow (PBF) values are within the expected range. The two methods are in good agreement (mean difference = 0.2 mL/min/100 mL, mean absolute difference = 11 mL/min/100 mL, mean PBF‐FD = 150 mL/min/100 mL, mean PBF‐SEEPAGE = 151 mL/min/100 mL). The Bland‐Altman plot shows a good spread of values, indicating no systematic bias between the methods.
Conclusion
Quantitative lung perfusion can be obtained using the Fourier Decomposition method combined with a small amount of postprocessing. Magn Reson Med 72:558–562, 2014. © 2013 Wiley Periodicals, Inc. |
doi_str_mv | 10.1002/mrm.24930 |
format | Article |
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To quantitatively evaluate lung perfusion using Fourier decomposition perfusion MRI. The Fourier decomposition (FD) method is a noninvasive method for assessing ventilation‐ and perfusion‐related information in the lungs, where the perfusion maps in particular have shown promise for clinical use. However, the perfusion maps are nonquantitative and dimensionless, making follow‐ups and direct comparisons between patients difficult. We present an approach to obtain physically meaningful and quantifiable perfusion maps using the FD method.
Methods
The standard FD perfusion images are quantified by comparing the partially blood‐filled pixels in the lung parenchyma with the fully blood‐filled pixels in the aorta. The percentage of blood in a pixel is then combined with the temporal information, yielding quantitative blood flow values. The values of 10 healthy volunteers are compared with SEEPAGE measurements which have shown high consistency with dynamic contrast enhanced‐MRI.
Results
All pulmonary blood flow (PBF) values are within the expected range. The two methods are in good agreement (mean difference = 0.2 mL/min/100 mL, mean absolute difference = 11 mL/min/100 mL, mean PBF‐FD = 150 mL/min/100 mL, mean PBF‐SEEPAGE = 151 mL/min/100 mL). The Bland‐Altman plot shows a good spread of values, indicating no systematic bias between the methods.
Conclusion
Quantitative lung perfusion can be obtained using the Fourier Decomposition method combined with a small amount of postprocessing. Magn Reson Med 72:558–562, 2014. © 2013 Wiley Periodicals, Inc.</description><identifier>ISSN: 0740-3194</identifier><identifier>EISSN: 1522-2594</identifier><identifier>DOI: 10.1002/mrm.24930</identifier><identifier>PMID: 24006024</identifier><identifier>CODEN: MRMEEN</identifier><language>eng</language><publisher>United States: Blackwell Publishing Ltd</publisher><subject>Algorithms ; ASL ; Blood Flow Velocity - physiology ; Fourier Analysis ; Fourier decomposition ; Humans ; Image Enhancement - methods ; Image Interpretation, Computer-Assisted - methods ; Lung - blood supply ; Lung - physiology ; Magnetic Resonance Angiography - methods ; noncontrast enhanced lung MRI ; perfusion imaging ; Perfusion Imaging - methods ; Pulmonary Circulation - physiology ; quantification ; Reference Values ; Reproducibility of Results ; Sensitivity and Specificity</subject><ispartof>Magnetic resonance in medicine, 2014-08, Vol.72 (2), p.558-562</ispartof><rights>Copyright © 2013 Wiley Periodicals, Inc.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c4570-3836cee6a30b4939faef38fd873cc4ee3608afb81d020e66a3d1bd3bb845d03d3</citedby><cites>FETCH-LOGICAL-c4570-3836cee6a30b4939faef38fd873cc4ee3608afb81d020e66a3d1bd3bb845d03d3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://onlinelibrary.wiley.com/doi/pdf/10.1002%2Fmrm.24930$$EPDF$$P50$$Gwiley$$H</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1002%2Fmrm.24930$$EHTML$$P50$$Gwiley$$H</linktohtml><link.rule.ids>314,776,780,1411,1427,27901,27902,45550,45551,46384,46808</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/24006024$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Kjørstad, Åsmund</creatorcontrib><creatorcontrib>Corteville, Dominique M.R.</creatorcontrib><creatorcontrib>Fischer, Andre</creatorcontrib><creatorcontrib>Henzler, Thomas</creatorcontrib><creatorcontrib>Schmid-Bindert, Gerald</creatorcontrib><creatorcontrib>Zöllner, Frank G.</creatorcontrib><creatorcontrib>Schad, Lothar R.</creatorcontrib><title>Quantitative lung perfusion evaluation using fourier decomposition perfusion MRI</title><title>Magnetic resonance in medicine</title><addtitle>Magn. Reson. Med</addtitle><description>Purpose
To quantitatively evaluate lung perfusion using Fourier decomposition perfusion MRI. The Fourier decomposition (FD) method is a noninvasive method for assessing ventilation‐ and perfusion‐related information in the lungs, where the perfusion maps in particular have shown promise for clinical use. However, the perfusion maps are nonquantitative and dimensionless, making follow‐ups and direct comparisons between patients difficult. We present an approach to obtain physically meaningful and quantifiable perfusion maps using the FD method.
Methods
The standard FD perfusion images are quantified by comparing the partially blood‐filled pixels in the lung parenchyma with the fully blood‐filled pixels in the aorta. The percentage of blood in a pixel is then combined with the temporal information, yielding quantitative blood flow values. The values of 10 healthy volunteers are compared with SEEPAGE measurements which have shown high consistency with dynamic contrast enhanced‐MRI.
Results
All pulmonary blood flow (PBF) values are within the expected range. The two methods are in good agreement (mean difference = 0.2 mL/min/100 mL, mean absolute difference = 11 mL/min/100 mL, mean PBF‐FD = 150 mL/min/100 mL, mean PBF‐SEEPAGE = 151 mL/min/100 mL). The Bland‐Altman plot shows a good spread of values, indicating no systematic bias between the methods.
Conclusion
Quantitative lung perfusion can be obtained using the Fourier Decomposition method combined with a small amount of postprocessing. Magn Reson Med 72:558–562, 2014. © 2013 Wiley Periodicals, Inc.</description><subject>Algorithms</subject><subject>ASL</subject><subject>Blood Flow Velocity - physiology</subject><subject>Fourier Analysis</subject><subject>Fourier decomposition</subject><subject>Humans</subject><subject>Image Enhancement - methods</subject><subject>Image Interpretation, Computer-Assisted - methods</subject><subject>Lung - blood supply</subject><subject>Lung - physiology</subject><subject>Magnetic Resonance Angiography - methods</subject><subject>noncontrast enhanced lung MRI</subject><subject>perfusion imaging</subject><subject>Perfusion Imaging - methods</subject><subject>Pulmonary Circulation - physiology</subject><subject>quantification</subject><subject>Reference Values</subject><subject>Reproducibility of Results</subject><subject>Sensitivity and Specificity</subject><issn>0740-3194</issn><issn>1522-2594</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2014</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqNkUtLAzEUhYMoWqsL_4AU3Ohi2pvHvJZafEHro1ZchszMHYnOoyYzav-9qbUKguAqIec7h3tzCNmj0KcAbFCass9EzGGNdKjPmMf8WKyTDoQCPE5jsUW2rX0CgDgOxSbZYgIgACY65Oa2VVWjG9XoV-wVbfXYm6HJW6vrqoevqmid4q7uwUl53RqNppdhWpez2upP7ccwnlzukI1cFRZ3v84uuT87nQ4vvNH1-eXweOSlwg_dVBEPUsRAcUjc5HGuMOdRnkUhT1OByAOIVJ5ENAMGGDguo0nGkyQSfgY8411yuMydmfqlRdvIUtsUi0JVWLdWUl-Ekc9ZTP-Ful-jUeDQg1_ok1u5cossKBcnBI8ddbSkUlNbazCXM6NLZeaSglw0Il0j8rMRx-5_JbZJidk3uarAAYMl8KYLnP-dJMeT8SrSWzq0bfD926HMswxCHvry4epc0tHw5G48vZVD_gHBIKR0</recordid><startdate>201408</startdate><enddate>201408</enddate><creator>Kjørstad, Åsmund</creator><creator>Corteville, Dominique M.R.</creator><creator>Fischer, Andre</creator><creator>Henzler, Thomas</creator><creator>Schmid-Bindert, Gerald</creator><creator>Zöllner, Frank G.</creator><creator>Schad, Lothar R.</creator><general>Blackwell Publishing Ltd</general><general>Wiley Subscription Services, Inc</general><scope>BSCLL</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>8FD</scope><scope>FR3</scope><scope>K9.</scope><scope>M7Z</scope><scope>P64</scope><scope>7X8</scope><scope>7QO</scope></search><sort><creationdate>201408</creationdate><title>Quantitative lung perfusion evaluation using fourier decomposition perfusion MRI</title><author>Kjørstad, Åsmund ; Corteville, Dominique M.R. ; Fischer, Andre ; Henzler, Thomas ; Schmid-Bindert, Gerald ; Zöllner, Frank G. ; Schad, Lothar R.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c4570-3836cee6a30b4939faef38fd873cc4ee3608afb81d020e66a3d1bd3bb845d03d3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2014</creationdate><topic>Algorithms</topic><topic>ASL</topic><topic>Blood Flow Velocity - physiology</topic><topic>Fourier Analysis</topic><topic>Fourier decomposition</topic><topic>Humans</topic><topic>Image Enhancement - methods</topic><topic>Image Interpretation, Computer-Assisted - methods</topic><topic>Lung - blood supply</topic><topic>Lung - physiology</topic><topic>Magnetic Resonance Angiography - methods</topic><topic>noncontrast enhanced lung MRI</topic><topic>perfusion imaging</topic><topic>Perfusion Imaging - methods</topic><topic>Pulmonary Circulation - physiology</topic><topic>quantification</topic><topic>Reference Values</topic><topic>Reproducibility of Results</topic><topic>Sensitivity and Specificity</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Kjørstad, Åsmund</creatorcontrib><creatorcontrib>Corteville, Dominique M.R.</creatorcontrib><creatorcontrib>Fischer, Andre</creatorcontrib><creatorcontrib>Henzler, Thomas</creatorcontrib><creatorcontrib>Schmid-Bindert, Gerald</creatorcontrib><creatorcontrib>Zöllner, Frank G.</creatorcontrib><creatorcontrib>Schad, Lothar R.</creatorcontrib><collection>Istex</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Technology Research Database</collection><collection>Engineering Research Database</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Biochemistry Abstracts 1</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>MEDLINE - Academic</collection><collection>Biotechnology Research Abstracts</collection><jtitle>Magnetic resonance in medicine</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Kjørstad, Åsmund</au><au>Corteville, Dominique M.R.</au><au>Fischer, Andre</au><au>Henzler, Thomas</au><au>Schmid-Bindert, Gerald</au><au>Zöllner, Frank G.</au><au>Schad, Lothar R.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Quantitative lung perfusion evaluation using fourier decomposition perfusion MRI</atitle><jtitle>Magnetic resonance in medicine</jtitle><addtitle>Magn. Reson. Med</addtitle><date>2014-08</date><risdate>2014</risdate><volume>72</volume><issue>2</issue><spage>558</spage><epage>562</epage><pages>558-562</pages><issn>0740-3194</issn><eissn>1522-2594</eissn><coden>MRMEEN</coden><abstract>Purpose
To quantitatively evaluate lung perfusion using Fourier decomposition perfusion MRI. The Fourier decomposition (FD) method is a noninvasive method for assessing ventilation‐ and perfusion‐related information in the lungs, where the perfusion maps in particular have shown promise for clinical use. However, the perfusion maps are nonquantitative and dimensionless, making follow‐ups and direct comparisons between patients difficult. We present an approach to obtain physically meaningful and quantifiable perfusion maps using the FD method.
Methods
The standard FD perfusion images are quantified by comparing the partially blood‐filled pixels in the lung parenchyma with the fully blood‐filled pixels in the aorta. The percentage of blood in a pixel is then combined with the temporal information, yielding quantitative blood flow values. The values of 10 healthy volunteers are compared with SEEPAGE measurements which have shown high consistency with dynamic contrast enhanced‐MRI.
Results
All pulmonary blood flow (PBF) values are within the expected range. The two methods are in good agreement (mean difference = 0.2 mL/min/100 mL, mean absolute difference = 11 mL/min/100 mL, mean PBF‐FD = 150 mL/min/100 mL, mean PBF‐SEEPAGE = 151 mL/min/100 mL). The Bland‐Altman plot shows a good spread of values, indicating no systematic bias between the methods.
Conclusion
Quantitative lung perfusion can be obtained using the Fourier Decomposition method combined with a small amount of postprocessing. Magn Reson Med 72:558–562, 2014. © 2013 Wiley Periodicals, Inc.</abstract><cop>United States</cop><pub>Blackwell Publishing Ltd</pub><pmid>24006024</pmid><doi>10.1002/mrm.24930</doi><tpages>5</tpages></addata></record> |
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subjects | Algorithms ASL Blood Flow Velocity - physiology Fourier Analysis Fourier decomposition Humans Image Enhancement - methods Image Interpretation, Computer-Assisted - methods Lung - blood supply Lung - physiology Magnetic Resonance Angiography - methods noncontrast enhanced lung MRI perfusion imaging Perfusion Imaging - methods Pulmonary Circulation - physiology quantification Reference Values Reproducibility of Results Sensitivity and Specificity |
title | Quantitative lung perfusion evaluation using fourier decomposition perfusion MRI |
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