Validity and reliability of computerized measurement of lumbar intervertebral disc height and volume from magnetic resonance images

Abstract Background context Magnetic resonance (MR) examinations of morphologic characteristics of intervertebral discs (IVDs) have been used extensively for biomechanical studies and clinical investigations of the lumbar spine. Traditionally, the morphologic measurements have been performed using t...

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Veröffentlicht in:The spine journal 2014-11, Vol.14 (11), p.2773-2781
Hauptverfasser: Neubert, Ales, PhD, Fripp, Jurgen, PhD, Engstrom, Craig, PhD, Gal, Yaniv, PhD, Crozier, Stuart, PhD, Kingsley, Michael I.C., PhD
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container_end_page 2781
container_issue 11
container_start_page 2773
container_title The spine journal
container_volume 14
creator Neubert, Ales, PhD
Fripp, Jurgen, PhD
Engstrom, Craig, PhD
Gal, Yaniv, PhD
Crozier, Stuart, PhD
Kingsley, Michael I.C., PhD
description Abstract Background context Magnetic resonance (MR) examinations of morphologic characteristics of intervertebral discs (IVDs) have been used extensively for biomechanical studies and clinical investigations of the lumbar spine. Traditionally, the morphologic measurements have been performed using time- and expertise-intensive manual segmentation techniques not well suited for analyses of large-scale studies.. Purpose The purpose of this study is to introduce and validate a semiautomated method for measuring IVD height and mean sagittal area (and volume) from MR images to determine if it can replace the manual assessment and enable analyses of large MR cohorts. Study design/setting This study compares semiautomated and manual measurements and assesses their reliability and agreement using data from repeated MR examinations. Methods Seven healthy asymptomatic males underwent 1.5-T MR examinations of the lumbar spine involving sagittal T2-weighted fast spin-echo images obtained at baseline, pre-exercise, and postexercise conditions. Measures of the mean height and the mean sagittal area of lumbar IVDs (L1–L2 to L4–L5) were compared for two segmentation approaches: a conventional manual method (10–15 minutes to process one IVD) and a specifically developed semiautomated method (requiring only a few mouse clicks to process each subject). Results Both methods showed strong test-retest reproducibility evaluated on baseline and pre-exercise examinations with strong intraclass correlations for the semiautomated and manual methods for mean IVD height (intraclass correlation coefficient [ICC]=0.99, 0.98) and mean IVD area (ICC=0.98, 0.99), respectively. A bias (average deviation) of 0.38 mm (4.1%, 95% confidence interval 0.18–0.59 mm) was observed between the manual and semiautomated methods for the IVD height, whereas there was no statistically significant difference for the mean IVD area (0.1%±3.5%). The semiautomated and manual methods both detected significant exercise-induced changes in IVD height (0.20 and 0.28 mm) and mean IVD area (5.7 and 8.3 mm2 ), respectively. Conclusions The presented semiautomated method provides an alternative to time- and expertise-intensive manual procedures for analysis of larger, cross-sectional, interventional, and longitudinal MR studies for morphometric analyses of lumbar IVDs.
doi_str_mv 10.1016/j.spinee.2014.05.023
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Traditionally, the morphologic measurements have been performed using time- and expertise-intensive manual segmentation techniques not well suited for analyses of large-scale studies.. Purpose The purpose of this study is to introduce and validate a semiautomated method for measuring IVD height and mean sagittal area (and volume) from MR images to determine if it can replace the manual assessment and enable analyses of large MR cohorts. Study design/setting This study compares semiautomated and manual measurements and assesses their reliability and agreement using data from repeated MR examinations. Methods Seven healthy asymptomatic males underwent 1.5-T MR examinations of the lumbar spine involving sagittal T2-weighted fast spin-echo images obtained at baseline, pre-exercise, and postexercise conditions. Measures of the mean height and the mean sagittal area of lumbar IVDs (L1–L2 to L4–L5) were compared for two segmentation approaches: a conventional manual method (10–15 minutes to process one IVD) and a specifically developed semiautomated method (requiring only a few mouse clicks to process each subject). Results Both methods showed strong test-retest reproducibility evaluated on baseline and pre-exercise examinations with strong intraclass correlations for the semiautomated and manual methods for mean IVD height (intraclass correlation coefficient [ICC]=0.99, 0.98) and mean IVD area (ICC=0.98, 0.99), respectively. A bias (average deviation) of 0.38 mm (4.1%, 95% confidence interval 0.18–0.59 mm) was observed between the manual and semiautomated methods for the IVD height, whereas there was no statistically significant difference for the mean IVD area (0.1%±3.5%). The semiautomated and manual methods both detected significant exercise-induced changes in IVD height (0.20 and 0.28 mm) and mean IVD area (5.7 and 8.3 mm2 ), respectively. Conclusions The presented semiautomated method provides an alternative to time- and expertise-intensive manual procedures for analysis of larger, cross-sectional, interventional, and longitudinal MR studies for morphometric analyses of lumbar IVDs.</description><identifier>ISSN: 1529-9430</identifier><identifier>EISSN: 1878-1632</identifier><identifier>DOI: 10.1016/j.spinee.2014.05.023</identifier><identifier>PMID: 24929060</identifier><language>eng</language><publisher>United States: Elsevier Inc</publisher><subject>Adolescent ; Computerized measurement ; Cross-Sectional Studies ; Humans ; Intervertebral disc ; Intervertebral Disc - anatomy &amp; histology ; Lumbar Vertebrae - anatomy &amp; histology ; Magnetic resonance imaging ; Magnetic Resonance Imaging - methods ; Male ; Morphometry ; Organ Size ; Orthopedics ; Reproducibility ; Reproducibility of Results ; Spinal shrinkage ; Young Adult</subject><ispartof>The spine journal, 2014-11, Vol.14 (11), p.2773-2781</ispartof><rights>Elsevier Inc.</rights><rights>2014 Elsevier Inc.</rights><rights>Copyright © 2014 Elsevier Inc. All rights reserved.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c487t-bfb9cfd8271d6a7a2d0e981590b95c46092aadd62653ebda5a886234ed37741e3</citedby><cites>FETCH-LOGICAL-c487t-bfb9cfd8271d6a7a2d0e981590b95c46092aadd62653ebda5a886234ed37741e3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.spinee.2014.05.023$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,780,784,3550,27924,27925,45995</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/24929060$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Neubert, Ales, PhD</creatorcontrib><creatorcontrib>Fripp, Jurgen, PhD</creatorcontrib><creatorcontrib>Engstrom, Craig, PhD</creatorcontrib><creatorcontrib>Gal, Yaniv, PhD</creatorcontrib><creatorcontrib>Crozier, Stuart, PhD</creatorcontrib><creatorcontrib>Kingsley, Michael I.C., PhD</creatorcontrib><title>Validity and reliability of computerized measurement of lumbar intervertebral disc height and volume from magnetic resonance images</title><title>The spine journal</title><addtitle>Spine J</addtitle><description>Abstract Background context Magnetic resonance (MR) examinations of morphologic characteristics of intervertebral discs (IVDs) have been used extensively for biomechanical studies and clinical investigations of the lumbar spine. Traditionally, the morphologic measurements have been performed using time- and expertise-intensive manual segmentation techniques not well suited for analyses of large-scale studies.. Purpose The purpose of this study is to introduce and validate a semiautomated method for measuring IVD height and mean sagittal area (and volume) from MR images to determine if it can replace the manual assessment and enable analyses of large MR cohorts. Study design/setting This study compares semiautomated and manual measurements and assesses their reliability and agreement using data from repeated MR examinations. Methods Seven healthy asymptomatic males underwent 1.5-T MR examinations of the lumbar spine involving sagittal T2-weighted fast spin-echo images obtained at baseline, pre-exercise, and postexercise conditions. Measures of the mean height and the mean sagittal area of lumbar IVDs (L1–L2 to L4–L5) were compared for two segmentation approaches: a conventional manual method (10–15 minutes to process one IVD) and a specifically developed semiautomated method (requiring only a few mouse clicks to process each subject). Results Both methods showed strong test-retest reproducibility evaluated on baseline and pre-exercise examinations with strong intraclass correlations for the semiautomated and manual methods for mean IVD height (intraclass correlation coefficient [ICC]=0.99, 0.98) and mean IVD area (ICC=0.98, 0.99), respectively. A bias (average deviation) of 0.38 mm (4.1%, 95% confidence interval 0.18–0.59 mm) was observed between the manual and semiautomated methods for the IVD height, whereas there was no statistically significant difference for the mean IVD area (0.1%±3.5%). The semiautomated and manual methods both detected significant exercise-induced changes in IVD height (0.20 and 0.28 mm) and mean IVD area (5.7 and 8.3 mm2 ), respectively. Conclusions The presented semiautomated method provides an alternative to time- and expertise-intensive manual procedures for analysis of larger, cross-sectional, interventional, and longitudinal MR studies for morphometric analyses of lumbar IVDs.</description><subject>Adolescent</subject><subject>Computerized measurement</subject><subject>Cross-Sectional Studies</subject><subject>Humans</subject><subject>Intervertebral disc</subject><subject>Intervertebral Disc - anatomy &amp; histology</subject><subject>Lumbar Vertebrae - anatomy &amp; histology</subject><subject>Magnetic resonance imaging</subject><subject>Magnetic Resonance Imaging - methods</subject><subject>Male</subject><subject>Morphometry</subject><subject>Organ Size</subject><subject>Orthopedics</subject><subject>Reproducibility</subject><subject>Reproducibility of Results</subject><subject>Spinal shrinkage</subject><subject>Young Adult</subject><issn>1529-9430</issn><issn>1878-1632</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2014</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqFkj2P1DAQhiME4j7gHyDkkiZh7MRO3CCh0wEnnUTBR2s59uTOi2MvdrLS0vLHcdiDgobK9sw774wfTVW9oNBQoOL1rsl7FxAbBrRrgDfA2kfVOR36oaaiZY_LnTNZy66Fs-oi5x0ADD1lT6sz1kkmQcB59fOr9s665Uh0sCShd3p0fnvHiZg479cFk_uBlsyo85pwxrBsOb_Oo07EhZI_YFpwTNoT67Ih9-ju7pffhodYdEimFGcy67uAizOlS45BB4PElRjmZ9WTSfuMzx_Oy-rLu-vPVx_q24_vb67e3tamG_qlHqdRmskOrKdW6F4zCygHyiWMkptOgGRaWyuY4C2OVnM9DIK1Hdq27zuK7WX16uS7T_H7inlRcxkXvdcB45oVFUzKvgXKi7Q7SU2KOSec1D6VYdNRUVAbfrVTJ_xqw6-Aq4K_lL186LCOM9q_RX94F8GbkwDLPw8Ok8rGYUFhXUKzKBvd_zr8a2C8C85o_w2PmHdxTaEwVFRlpkB92lZg2wDaAXDBh_YXClmwZw</recordid><startdate>20141101</startdate><enddate>20141101</enddate><creator>Neubert, Ales, PhD</creator><creator>Fripp, Jurgen, PhD</creator><creator>Engstrom, Craig, PhD</creator><creator>Gal, Yaniv, PhD</creator><creator>Crozier, Stuart, PhD</creator><creator>Kingsley, Michael I.C., PhD</creator><general>Elsevier Inc</general><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>20141101</creationdate><title>Validity and reliability of computerized measurement of lumbar intervertebral disc height and volume from magnetic resonance images</title><author>Neubert, Ales, PhD ; Fripp, Jurgen, PhD ; Engstrom, Craig, PhD ; Gal, Yaniv, PhD ; Crozier, Stuart, PhD ; Kingsley, Michael I.C., PhD</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c487t-bfb9cfd8271d6a7a2d0e981590b95c46092aadd62653ebda5a886234ed37741e3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2014</creationdate><topic>Adolescent</topic><topic>Computerized measurement</topic><topic>Cross-Sectional Studies</topic><topic>Humans</topic><topic>Intervertebral disc</topic><topic>Intervertebral Disc - anatomy &amp; histology</topic><topic>Lumbar Vertebrae - anatomy &amp; histology</topic><topic>Magnetic resonance imaging</topic><topic>Magnetic Resonance Imaging - methods</topic><topic>Male</topic><topic>Morphometry</topic><topic>Organ Size</topic><topic>Orthopedics</topic><topic>Reproducibility</topic><topic>Reproducibility of Results</topic><topic>Spinal shrinkage</topic><topic>Young Adult</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Neubert, Ales, PhD</creatorcontrib><creatorcontrib>Fripp, Jurgen, PhD</creatorcontrib><creatorcontrib>Engstrom, Craig, PhD</creatorcontrib><creatorcontrib>Gal, Yaniv, PhD</creatorcontrib><creatorcontrib>Crozier, Stuart, PhD</creatorcontrib><creatorcontrib>Kingsley, Michael I.C., PhD</creatorcontrib><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>The spine journal</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Neubert, Ales, PhD</au><au>Fripp, Jurgen, PhD</au><au>Engstrom, Craig, PhD</au><au>Gal, Yaniv, PhD</au><au>Crozier, Stuart, PhD</au><au>Kingsley, Michael I.C., PhD</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Validity and reliability of computerized measurement of lumbar intervertebral disc height and volume from magnetic resonance images</atitle><jtitle>The spine journal</jtitle><addtitle>Spine J</addtitle><date>2014-11-01</date><risdate>2014</risdate><volume>14</volume><issue>11</issue><spage>2773</spage><epage>2781</epage><pages>2773-2781</pages><issn>1529-9430</issn><eissn>1878-1632</eissn><abstract>Abstract Background context Magnetic resonance (MR) examinations of morphologic characteristics of intervertebral discs (IVDs) have been used extensively for biomechanical studies and clinical investigations of the lumbar spine. Traditionally, the morphologic measurements have been performed using time- and expertise-intensive manual segmentation techniques not well suited for analyses of large-scale studies.. Purpose The purpose of this study is to introduce and validate a semiautomated method for measuring IVD height and mean sagittal area (and volume) from MR images to determine if it can replace the manual assessment and enable analyses of large MR cohorts. Study design/setting This study compares semiautomated and manual measurements and assesses their reliability and agreement using data from repeated MR examinations. Methods Seven healthy asymptomatic males underwent 1.5-T MR examinations of the lumbar spine involving sagittal T2-weighted fast spin-echo images obtained at baseline, pre-exercise, and postexercise conditions. Measures of the mean height and the mean sagittal area of lumbar IVDs (L1–L2 to L4–L5) were compared for two segmentation approaches: a conventional manual method (10–15 minutes to process one IVD) and a specifically developed semiautomated method (requiring only a few mouse clicks to process each subject). Results Both methods showed strong test-retest reproducibility evaluated on baseline and pre-exercise examinations with strong intraclass correlations for the semiautomated and manual methods for mean IVD height (intraclass correlation coefficient [ICC]=0.99, 0.98) and mean IVD area (ICC=0.98, 0.99), respectively. A bias (average deviation) of 0.38 mm (4.1%, 95% confidence interval 0.18–0.59 mm) was observed between the manual and semiautomated methods for the IVD height, whereas there was no statistically significant difference for the mean IVD area (0.1%±3.5%). The semiautomated and manual methods both detected significant exercise-induced changes in IVD height (0.20 and 0.28 mm) and mean IVD area (5.7 and 8.3 mm2 ), respectively. Conclusions The presented semiautomated method provides an alternative to time- and expertise-intensive manual procedures for analysis of larger, cross-sectional, interventional, and longitudinal MR studies for morphometric analyses of lumbar IVDs.</abstract><cop>United States</cop><pub>Elsevier Inc</pub><pmid>24929060</pmid><doi>10.1016/j.spinee.2014.05.023</doi><tpages>9</tpages></addata></record>
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subjects Adolescent
Computerized measurement
Cross-Sectional Studies
Humans
Intervertebral disc
Intervertebral Disc - anatomy & histology
Lumbar Vertebrae - anatomy & histology
Magnetic resonance imaging
Magnetic Resonance Imaging - methods
Male
Morphometry
Organ Size
Orthopedics
Reproducibility
Reproducibility of Results
Spinal shrinkage
Young Adult
title Validity and reliability of computerized measurement of lumbar intervertebral disc height and volume from magnetic resonance images
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