Synthetic MRI for Clinical Neuroimaging: Results of the Magnetic Resonance Image Compilation (MAGiC) Prospective, Multicenter, Multireader Trial
Synthetic MR imaging enables reconstruction of various image contrasts from 1 scan, reducing scan times and potentially providing novel information. This study is the first large, prospective comparison of synthetic-versus-conventional MR imaging for routine neuroimaging. A prospective multireader,...
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Veröffentlicht in: | American journal of neuroradiology : AJNR 2017-06, Vol.38 (6), p.1103-1110 |
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creator | Tanenbaum, L N Tsiouris, A J Johnson, A N Naidich, T P DeLano, M C Melhem, E R Quarterman, P Parameswaran, S X Shankaranarayanan, A Goyen, M Field, A S |
description | Synthetic MR imaging enables reconstruction of various image contrasts from 1 scan, reducing scan times and potentially providing novel information. This study is the first large, prospective comparison of synthetic-versus-conventional MR imaging for routine neuroimaging.
A prospective multireader, multicase noninferiority trial of 1526 images read by 7 blinded neuroradiologists was performed with prospectively acquired synthetic and conventional brain MR imaging case-control pairs from 109 subjects (mean, 53.0 ± 18.5 years of age; range, 19-89 years of age) with neuroimaging indications. Each case included conventional T1- and T2-weighted, T1 and T2 FLAIR, and STIR and/or proton density and synthetic reconstructions from multiple-dynamic multiple-echo imaging. Images were randomized and independently assessed for diagnostic quality, morphologic legibility, radiologic findings indicative of diagnosis, and artifacts.
Clinical MR imaging studies revealed 46 healthy and 63 pathologic cases. Overall diagnostic quality of synthetic MR images was noninferior to conventional imaging on a 5-level Likert scale (
< .001; mean synthetic-conventional, -0.335 ± 0.352; Δ = 0.5; lower limit of the 95% CI, -0.402). Legibility of synthetic and conventional morphology agreed in >95%, except in the posterior limb of the internal capsule for T1, T1 FLAIR, and proton-density views (all, >80%). Synthetic T2 FLAIR had more pronounced artifacts, including +24.1% of cases with flow artifacts and +17.6% cases with white noise artifacts.
Overall synthetic MR imaging quality was similar to that of conventional proton-density, STIR, and T1- and T2-weighted contrast views across neurologic conditions. While artifacts were more common in synthetic T2 FLAIR, these were readily recognizable and did not mimic pathology but could necessitate additional conventional T2 FLAIR to confirm the diagnosis. |
doi_str_mv | 10.3174/ajnr.A5227 |
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A prospective multireader, multicase noninferiority trial of 1526 images read by 7 blinded neuroradiologists was performed with prospectively acquired synthetic and conventional brain MR imaging case-control pairs from 109 subjects (mean, 53.0 ± 18.5 years of age; range, 19-89 years of age) with neuroimaging indications. Each case included conventional T1- and T2-weighted, T1 and T2 FLAIR, and STIR and/or proton density and synthetic reconstructions from multiple-dynamic multiple-echo imaging. Images were randomized and independently assessed for diagnostic quality, morphologic legibility, radiologic findings indicative of diagnosis, and artifacts.
Clinical MR imaging studies revealed 46 healthy and 63 pathologic cases. Overall diagnostic quality of synthetic MR images was noninferior to conventional imaging on a 5-level Likert scale (
< .001; mean synthetic-conventional, -0.335 ± 0.352; Δ = 0.5; lower limit of the 95% CI, -0.402). Legibility of synthetic and conventional morphology agreed in >95%, except in the posterior limb of the internal capsule for T1, T1 FLAIR, and proton-density views (all, >80%). Synthetic T2 FLAIR had more pronounced artifacts, including +24.1% of cases with flow artifacts and +17.6% cases with white noise artifacts.
Overall synthetic MR imaging quality was similar to that of conventional proton-density, STIR, and T1- and T2-weighted contrast views across neurologic conditions. While artifacts were more common in synthetic T2 FLAIR, these were readily recognizable and did not mimic pathology but could necessitate additional conventional T2 FLAIR to confirm the diagnosis.</description><identifier>ISSN: 0195-6108</identifier><identifier>EISSN: 1936-959X</identifier><identifier>DOI: 10.3174/ajnr.A5227</identifier><identifier>PMID: 28450439</identifier><language>eng</language><publisher>United States: American Society of Neuroradiology</publisher><subject>Adult ; Adult Brain ; Aged ; Aged, 80 and over ; Brain ; Brain - diagnostic imaging ; Density ; Diagnosis ; Diagnostic systems ; Editor's Choice ; Female ; Humans ; Image acquisition ; Image processing ; Image quality ; Image reconstruction ; Legibility ; Magnetic resonance imaging ; Magnetic Resonance Imaging - methods ; Male ; Medical imaging ; Middle Aged ; Neuroimaging ; Neuroimaging - methods ; Neurology ; Pathology ; Prospective Studies ; Proton density (concentration) ; Quality assessment ; Randomization ; White noise ; Young Adult</subject><ispartof>American journal of neuroradiology : AJNR, 2017-06, Vol.38 (6), p.1103-1110</ispartof><rights>2017 by American Journal of Neuroradiology.</rights><rights>Copyright American Society of Neuroradiology Jun 2017</rights><rights>2017 by American Journal of Neuroradiology 2017 American Journal of Neuroradiology</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c472t-8677fc7c7e7f21447f549b87373f7f3f7b101fefdd73045a1f9852024e64badd3</citedby><cites>FETCH-LOGICAL-c472t-8677fc7c7e7f21447f549b87373f7f3f7b101fefdd73045a1f9852024e64badd3</cites><orcidid>0000-0002-9281-716X ; 0000-0003-1102-4879 ; 0000-0003-3326-3192 ; 0000-0003-2304-7007 ; 0000-0002-4706-4306 ; 0000-0001-9551-5944 ; 0000-0003-1550-6445 ; 0000-0001-7003-0641 ; 0000-0003-4349-1009 ; 0000-0002-8885-4902 ; 0000-0001-5869-9449</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC7960099/pdf/$$EPDF$$P50$$Gpubmedcentral$$H</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC7960099/$$EHTML$$P50$$Gpubmedcentral$$H</linktohtml><link.rule.ids>230,314,724,777,781,882,27905,27906,53772,53774</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/28450439$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Tanenbaum, L N</creatorcontrib><creatorcontrib>Tsiouris, A J</creatorcontrib><creatorcontrib>Johnson, A N</creatorcontrib><creatorcontrib>Naidich, T P</creatorcontrib><creatorcontrib>DeLano, M C</creatorcontrib><creatorcontrib>Melhem, E R</creatorcontrib><creatorcontrib>Quarterman, P</creatorcontrib><creatorcontrib>Parameswaran, S X</creatorcontrib><creatorcontrib>Shankaranarayanan, A</creatorcontrib><creatorcontrib>Goyen, M</creatorcontrib><creatorcontrib>Field, A S</creatorcontrib><title>Synthetic MRI for Clinical Neuroimaging: Results of the Magnetic Resonance Image Compilation (MAGiC) Prospective, Multicenter, Multireader Trial</title><title>American journal of neuroradiology : AJNR</title><addtitle>AJNR Am J Neuroradiol</addtitle><description>Synthetic MR imaging enables reconstruction of various image contrasts from 1 scan, reducing scan times and potentially providing novel information. This study is the first large, prospective comparison of synthetic-versus-conventional MR imaging for routine neuroimaging.
A prospective multireader, multicase noninferiority trial of 1526 images read by 7 blinded neuroradiologists was performed with prospectively acquired synthetic and conventional brain MR imaging case-control pairs from 109 subjects (mean, 53.0 ± 18.5 years of age; range, 19-89 years of age) with neuroimaging indications. Each case included conventional T1- and T2-weighted, T1 and T2 FLAIR, and STIR and/or proton density and synthetic reconstructions from multiple-dynamic multiple-echo imaging. Images were randomized and independently assessed for diagnostic quality, morphologic legibility, radiologic findings indicative of diagnosis, and artifacts.
Clinical MR imaging studies revealed 46 healthy and 63 pathologic cases. Overall diagnostic quality of synthetic MR images was noninferior to conventional imaging on a 5-level Likert scale (
< .001; mean synthetic-conventional, -0.335 ± 0.352; Δ = 0.5; lower limit of the 95% CI, -0.402). Legibility of synthetic and conventional morphology agreed in >95%, except in the posterior limb of the internal capsule for T1, T1 FLAIR, and proton-density views (all, >80%). Synthetic T2 FLAIR had more pronounced artifacts, including +24.1% of cases with flow artifacts and +17.6% cases with white noise artifacts.
Overall synthetic MR imaging quality was similar to that of conventional proton-density, STIR, and T1- and T2-weighted contrast views across neurologic conditions. 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Tsiouris, A J ; Johnson, A N ; Naidich, T P ; DeLano, M C ; Melhem, E R ; Quarterman, P ; Parameswaran, S X ; Shankaranarayanan, A ; Goyen, M ; Field, A S</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c472t-8677fc7c7e7f21447f549b87373f7f3f7b101fefdd73045a1f9852024e64badd3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2017</creationdate><topic>Adult</topic><topic>Adult Brain</topic><topic>Aged</topic><topic>Aged, 80 and over</topic><topic>Brain</topic><topic>Brain - diagnostic imaging</topic><topic>Density</topic><topic>Diagnosis</topic><topic>Diagnostic systems</topic><topic>Editor's Choice</topic><topic>Female</topic><topic>Humans</topic><topic>Image acquisition</topic><topic>Image processing</topic><topic>Image quality</topic><topic>Image reconstruction</topic><topic>Legibility</topic><topic>Magnetic resonance imaging</topic><topic>Magnetic Resonance Imaging - methods</topic><topic>Male</topic><topic>Medical imaging</topic><topic>Middle Aged</topic><topic>Neuroimaging</topic><topic>Neuroimaging - methods</topic><topic>Neurology</topic><topic>Pathology</topic><topic>Prospective Studies</topic><topic>Proton density (concentration)</topic><topic>Quality assessment</topic><topic>Randomization</topic><topic>White noise</topic><topic>Young Adult</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Tanenbaum, L N</creatorcontrib><creatorcontrib>Tsiouris, A J</creatorcontrib><creatorcontrib>Johnson, A N</creatorcontrib><creatorcontrib>Naidich, T P</creatorcontrib><creatorcontrib>DeLano, M C</creatorcontrib><creatorcontrib>Melhem, E R</creatorcontrib><creatorcontrib>Quarterman, P</creatorcontrib><creatorcontrib>Parameswaran, S X</creatorcontrib><creatorcontrib>Shankaranarayanan, A</creatorcontrib><creatorcontrib>Goyen, M</creatorcontrib><creatorcontrib>Field, A S</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Biotechnology Research Abstracts</collection><collection>Calcium & Calcified Tissue Abstracts</collection><collection>Neurosciences Abstracts</collection><collection>Technology Research Database</collection><collection>Engineering Research Database</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>American journal of neuroradiology : AJNR</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Tanenbaum, L N</au><au>Tsiouris, A J</au><au>Johnson, A N</au><au>Naidich, T P</au><au>DeLano, M C</au><au>Melhem, E R</au><au>Quarterman, P</au><au>Parameswaran, S X</au><au>Shankaranarayanan, A</au><au>Goyen, M</au><au>Field, A S</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Synthetic MRI for Clinical Neuroimaging: Results of the Magnetic Resonance Image Compilation (MAGiC) Prospective, Multicenter, Multireader Trial</atitle><jtitle>American journal of neuroradiology : AJNR</jtitle><addtitle>AJNR Am J Neuroradiol</addtitle><date>2017-06-01</date><risdate>2017</risdate><volume>38</volume><issue>6</issue><spage>1103</spage><epage>1110</epage><pages>1103-1110</pages><issn>0195-6108</issn><eissn>1936-959X</eissn><abstract>Synthetic MR imaging enables reconstruction of various image contrasts from 1 scan, reducing scan times and potentially providing novel information. This study is the first large, prospective comparison of synthetic-versus-conventional MR imaging for routine neuroimaging.
A prospective multireader, multicase noninferiority trial of 1526 images read by 7 blinded neuroradiologists was performed with prospectively acquired synthetic and conventional brain MR imaging case-control pairs from 109 subjects (mean, 53.0 ± 18.5 years of age; range, 19-89 years of age) with neuroimaging indications. Each case included conventional T1- and T2-weighted, T1 and T2 FLAIR, and STIR and/or proton density and synthetic reconstructions from multiple-dynamic multiple-echo imaging. Images were randomized and independently assessed for diagnostic quality, morphologic legibility, radiologic findings indicative of diagnosis, and artifacts.
Clinical MR imaging studies revealed 46 healthy and 63 pathologic cases. Overall diagnostic quality of synthetic MR images was noninferior to conventional imaging on a 5-level Likert scale (
< .001; mean synthetic-conventional, -0.335 ± 0.352; Δ = 0.5; lower limit of the 95% CI, -0.402). Legibility of synthetic and conventional morphology agreed in >95%, except in the posterior limb of the internal capsule for T1, T1 FLAIR, and proton-density views (all, >80%). Synthetic T2 FLAIR had more pronounced artifacts, including +24.1% of cases with flow artifacts and +17.6% cases with white noise artifacts.
Overall synthetic MR imaging quality was similar to that of conventional proton-density, STIR, and T1- and T2-weighted contrast views across neurologic conditions. While artifacts were more common in synthetic T2 FLAIR, these were readily recognizable and did not mimic pathology but could necessitate additional conventional T2 FLAIR to confirm the diagnosis.</abstract><cop>United States</cop><pub>American Society of Neuroradiology</pub><pmid>28450439</pmid><doi>10.3174/ajnr.A5227</doi><tpages>8</tpages><orcidid>https://orcid.org/0000-0002-9281-716X</orcidid><orcidid>https://orcid.org/0000-0003-1102-4879</orcidid><orcidid>https://orcid.org/0000-0003-3326-3192</orcidid><orcidid>https://orcid.org/0000-0003-2304-7007</orcidid><orcidid>https://orcid.org/0000-0002-4706-4306</orcidid><orcidid>https://orcid.org/0000-0001-9551-5944</orcidid><orcidid>https://orcid.org/0000-0003-1550-6445</orcidid><orcidid>https://orcid.org/0000-0001-7003-0641</orcidid><orcidid>https://orcid.org/0000-0003-4349-1009</orcidid><orcidid>https://orcid.org/0000-0002-8885-4902</orcidid><orcidid>https://orcid.org/0000-0001-5869-9449</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Adult Adult Brain Aged Aged, 80 and over Brain Brain - diagnostic imaging Density Diagnosis Diagnostic systems Editor's Choice Female Humans Image acquisition Image processing Image quality Image reconstruction Legibility Magnetic resonance imaging Magnetic Resonance Imaging - methods Male Medical imaging Middle Aged Neuroimaging Neuroimaging - methods Neurology Pathology Prospective Studies Proton density (concentration) Quality assessment Randomization White noise Young Adult |
title | Synthetic MRI for Clinical Neuroimaging: Results of the Magnetic Resonance Image Compilation (MAGiC) Prospective, Multicenter, Multireader Trial |
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