ORACLE: An analytical approach for T1, T2, proton density, and off-resonance mapping with phase-cycled balanced steady-state free precession

To develop and validate a novel analytical approach simplifying T 1 $$ {T}_1 $$ , T 2 $$ {T}_2 $$ , proton density (PD), and off-resonance Δ f $$ \Delta f $$ quantifications from phase-cycled balanced steady-state free precession (bSSFP) data. Additionally, to introduce a method to correct aliasing...

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Hauptverfasser: Plähn, Nils M J, Safarkhanlo, Yasaman, Açikgöz, Berk C, Mackowiak, Adèle L C, Radojewski, Piotr, Bonanno, Gabriele, Peper, Eva S, Heule, Rahel, Bastiaansen, Jessica A M
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creator Plähn, Nils M J
Safarkhanlo, Yasaman
Açikgöz, Berk C
Mackowiak, Adèle L C
Radojewski, Piotr
Bonanno, Gabriele
Peper, Eva S
Heule, Rahel
Bastiaansen, Jessica A M
description To develop and validate a novel analytical approach simplifying T 1 $$ {T}_1 $$ , T 2 $$ {T}_2 $$ , proton density (PD), and off-resonance Δ f $$ \Delta f $$ quantifications from phase-cycled balanced steady-state free precession (bSSFP) data. Additionally, to introduce a method to correct aliasing effects in undersampled bSSFP profiles.PURPOSETo develop and validate a novel analytical approach simplifying T 1 $$ {T}_1 $$ , T 2 $$ {T}_2 $$ , proton density (PD), and off-resonance Δ f $$ \Delta f $$ quantifications from phase-cycled balanced steady-state free precession (bSSFP) data. Additionally, to introduce a method to correct aliasing effects in undersampled bSSFP profiles.Off-resonant-encoded analytical parameter quantification using complex linearized equations (ORACLE) provides analytical solutions for bSSFP profiles. which instantaneously quantify T 1 $$ {T}_1 $$ , T 2 $$ {T}_2 $$ , proton density (PD), and Δ f $$ \Delta f $$ . An aliasing correction formalism was derived to allow undersampling of bSSFP profiles. ORACLE was used to quantify T 1 $$ {T}_1 $$ , T 2 $$ {T}_2 $$ , PD, T 1 $$ {T}_1 $$ / T 2 $$ {T}_2 $$ , and Δ f $$ \Delta f $$ based on fully sampled ( N = 20 $$ N=20 $$ ) bSSFP profiles from numerical simulations and 3T MRI experiments in phantom and 10 healthy subjects' brains. Obtained values were compared with reference scans in the same scan session. Aliasing correction was validated in subsampled ( N = 4 $$ N=4 $$ ) bSSFP profiles in numerical simulations and human brains.THEORY AND METHODSOff-resonant-encoded analytical parameter quantification using complex linearized equations (ORACLE) provides analytical solutions for bSSFP profiles. which instantaneously quantify T 1 $$ {T}_1 $$ , T 2 $$ {T}_2 $$ , proton density (PD), and Δ f $$ \Delta f $$ . An aliasing correction formalism was derived to allow undersampling of bSSFP profiles. ORACLE was used to quantify T 1 $$ {T}_1 $$ , T 2 $$ {T}_2 $$ , PD, T 1 $$ {T}_1 $$ / T 2 $$ {T}_2 $$ , and Δ f $$ \Delta f $$ based on fully sampled ( N = 20 $$ N=20 $$ ) bSSFP profiles from numerical simulations and 3T MRI experiments in phantom and 10 healthy subjects' brains. Obtained values were compared with reference scans in the same scan session. Aliasing correction was validated in subsampled ( N = 4 $$ N=4 $$ ) bSSFP profiles in numerical simulations and human brains.ORACLE quantifications agreed well with input values from simulations and phantom reference values (R2 = 0.99). In human brains,
doi_str_mv 10.1002/mrm.30388
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Additionally, to introduce a method to correct aliasing effects in undersampled bSSFP profiles.PURPOSETo develop and validate a novel analytical approach simplifying T 1 $$ {T}_1 $$ , T 2 $$ {T}_2 $$ , proton density (PD), and off-resonance Δ f $$ \Delta f $$ quantifications from phase-cycled balanced steady-state free precession (bSSFP) data. Additionally, to introduce a method to correct aliasing effects in undersampled bSSFP profiles.Off-resonant-encoded analytical parameter quantification using complex linearized equations (ORACLE) provides analytical solutions for bSSFP profiles. which instantaneously quantify T 1 $$ {T}_1 $$ , T 2 $$ {T}_2 $$ , proton density (PD), and Δ f $$ \Delta f $$ . An aliasing correction formalism was derived to allow undersampling of bSSFP profiles. ORACLE was used to quantify T 1 $$ {T}_1 $$ , T 2 $$ {T}_2 $$ , PD, T 1 $$ {T}_1 $$ / T 2 $$ {T}_2 $$ , and Δ f $$ \Delta f $$ based on fully sampled ( N = 20 $$ N=20 $$ ) bSSFP profiles from numerical simulations and 3T MRI experiments in phantom and 10 healthy subjects' brains. Obtained values were compared with reference scans in the same scan session. Aliasing correction was validated in subsampled ( N = 4 $$ N=4 $$ ) bSSFP profiles in numerical simulations and human brains.THEORY AND METHODSOff-resonant-encoded analytical parameter quantification using complex linearized equations (ORACLE) provides analytical solutions for bSSFP profiles. which instantaneously quantify T 1 $$ {T}_1 $$ , T 2 $$ {T}_2 $$ , proton density (PD), and Δ f $$ \Delta f $$ . An aliasing correction formalism was derived to allow undersampling of bSSFP profiles. ORACLE was used to quantify T 1 $$ {T}_1 $$ , T 2 $$ {T}_2 $$ , PD, T 1 $$ {T}_1 $$ / T 2 $$ {T}_2 $$ , and Δ f $$ \Delta f $$ based on fully sampled ( N = 20 $$ N=20 $$ ) bSSFP profiles from numerical simulations and 3T MRI experiments in phantom and 10 healthy subjects' brains. Obtained values were compared with reference scans in the same scan session. Aliasing correction was validated in subsampled ( N = 4 $$ N=4 $$ ) bSSFP profiles in numerical simulations and human brains.ORACLE quantifications agreed well with input values from simulations and phantom reference values (R2 = 0.99). In human brains, T 1 $$ {T}_1 $$ and T 2 $$ {T}_2 $$ quantifications when compared with reference methods showed coefficients of variation below 2.9% and 3.9%, biases of 182 and 16.6 ms, and mean white-matter values of 642 and 51 ms using ORACLE. The Δ f $$ \Delta f $$ quantification differed less than 3 Hz between both methods. PD and T 1 $$ {T}_1 $$ maps had comparable histograms. The Λ $$ \varLambda $$ maps effectively identified cerebrospinal fluid. Aliasing correction removed aliasing-related quantification errors in undersampled bSSFP profiles, significantly reducing scan time.RESULTSORACLE quantifications agreed well with input values from simulations and phantom reference values (R2 = 0.99). In human brains, T 1 $$ {T}_1 $$ and T 2 $$ {T}_2 $$ quantifications when compared with reference methods showed coefficients of variation below 2.9% and 3.9%, biases of 182 and 16.6 ms, and mean white-matter values of 642 and 51 ms using ORACLE. The Δ f $$ \Delta f $$ quantification differed less than 3 Hz between both methods. PD and T 1 $$ {T}_1 $$ maps had comparable histograms. The Λ $$ \varLambda $$ maps effectively identified cerebrospinal fluid. Aliasing correction removed aliasing-related quantification errors in undersampled bSSFP profiles, significantly reducing scan time.ORACLE enables simplified and rapid quantification of T 1 $$ {T}_1 $$ , T 2 $$ {T}_2 $$ , PD, and Δ f $$ \Delta f $$ from phase-cycled bSSFP profiles, reducing acquisition time and eliminating biomarker maps' coregistration issues.CONCLUSIONORACLE enables simplified and rapid quantification of T 1 $$ {T}_1 $$ , T 2 $$ {T}_2 $$ , PD, and Δ f $$ \Delta f $$ from phase-cycled bSSFP profiles, reducing acquisition time and eliminating biomarker maps' coregistration issues.</description><identifier>ISSN: 1522-2594</identifier><identifier>EISSN: 1522-2594</identifier><identifier>DOI: 10.1002/mrm.30388</identifier><language>eng</language><ispartof>Magnetic resonance in medicine, 2024-12</ispartof><rights>2024 International Society for Magnetic Resonance in Medicine.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,776,780,27903,27904</link.rule.ids></links><search><creatorcontrib>Plähn, Nils M J</creatorcontrib><creatorcontrib>Safarkhanlo, Yasaman</creatorcontrib><creatorcontrib>Açikgöz, Berk C</creatorcontrib><creatorcontrib>Mackowiak, Adèle L C</creatorcontrib><creatorcontrib>Radojewski, Piotr</creatorcontrib><creatorcontrib>Bonanno, Gabriele</creatorcontrib><creatorcontrib>Peper, Eva S</creatorcontrib><creatorcontrib>Heule, Rahel</creatorcontrib><creatorcontrib>Bastiaansen, Jessica A M</creatorcontrib><title>ORACLE: An analytical approach for T1, T2, proton density, and off-resonance mapping with phase-cycled balanced steady-state free precession</title><title>Magnetic resonance in medicine</title><description>To develop and validate a novel analytical approach simplifying T 1 $$ {T}_1 $$ , T 2 $$ {T}_2 $$ , proton density (PD), and off-resonance Δ f $$ \Delta f $$ quantifications from phase-cycled balanced steady-state free precession (bSSFP) data. Additionally, to introduce a method to correct aliasing effects in undersampled bSSFP profiles.PURPOSETo develop and validate a novel analytical approach simplifying T 1 $$ {T}_1 $$ , T 2 $$ {T}_2 $$ , proton density (PD), and off-resonance Δ f $$ \Delta f $$ quantifications from phase-cycled balanced steady-state free precession (bSSFP) data. Additionally, to introduce a method to correct aliasing effects in undersampled bSSFP profiles.Off-resonant-encoded analytical parameter quantification using complex linearized equations (ORACLE) provides analytical solutions for bSSFP profiles. which instantaneously quantify T 1 $$ {T}_1 $$ , T 2 $$ {T}_2 $$ , proton density (PD), and Δ f $$ \Delta f $$ . An aliasing correction formalism was derived to allow undersampling of bSSFP profiles. ORACLE was used to quantify T 1 $$ {T}_1 $$ , T 2 $$ {T}_2 $$ , PD, T 1 $$ {T}_1 $$ / T 2 $$ {T}_2 $$ , and Δ f $$ \Delta f $$ based on fully sampled ( N = 20 $$ N=20 $$ ) bSSFP profiles from numerical simulations and 3T MRI experiments in phantom and 10 healthy subjects' brains. Obtained values were compared with reference scans in the same scan session. Aliasing correction was validated in subsampled ( N = 4 $$ N=4 $$ ) bSSFP profiles in numerical simulations and human brains.THEORY AND METHODSOff-resonant-encoded analytical parameter quantification using complex linearized equations (ORACLE) provides analytical solutions for bSSFP profiles. which instantaneously quantify T 1 $$ {T}_1 $$ , T 2 $$ {T}_2 $$ , proton density (PD), and Δ f $$ \Delta f $$ . An aliasing correction formalism was derived to allow undersampling of bSSFP profiles. ORACLE was used to quantify T 1 $$ {T}_1 $$ , T 2 $$ {T}_2 $$ , PD, T 1 $$ {T}_1 $$ / T 2 $$ {T}_2 $$ , and Δ f $$ \Delta f $$ based on fully sampled ( N = 20 $$ N=20 $$ ) bSSFP profiles from numerical simulations and 3T MRI experiments in phantom and 10 healthy subjects' brains. Obtained values were compared with reference scans in the same scan session. Aliasing correction was validated in subsampled ( N = 4 $$ N=4 $$ ) bSSFP profiles in numerical simulations and human brains.ORACLE quantifications agreed well with input values from simulations and phantom reference values (R2 = 0.99). In human brains, T 1 $$ {T}_1 $$ and T 2 $$ {T}_2 $$ quantifications when compared with reference methods showed coefficients of variation below 2.9% and 3.9%, biases of 182 and 16.6 ms, and mean white-matter values of 642 and 51 ms using ORACLE. The Δ f $$ \Delta f $$ quantification differed less than 3 Hz between both methods. PD and T 1 $$ {T}_1 $$ maps had comparable histograms. The Λ $$ \varLambda $$ maps effectively identified cerebrospinal fluid. Aliasing correction removed aliasing-related quantification errors in undersampled bSSFP profiles, significantly reducing scan time.RESULTSORACLE quantifications agreed well with input values from simulations and phantom reference values (R2 = 0.99). In human brains, T 1 $$ {T}_1 $$ and T 2 $$ {T}_2 $$ quantifications when compared with reference methods showed coefficients of variation below 2.9% and 3.9%, biases of 182 and 16.6 ms, and mean white-matter values of 642 and 51 ms using ORACLE. The Δ f $$ \Delta f $$ quantification differed less than 3 Hz between both methods. PD and T 1 $$ {T}_1 $$ maps had comparable histograms. The Λ $$ \varLambda $$ maps effectively identified cerebrospinal fluid. Aliasing correction removed aliasing-related quantification errors in undersampled bSSFP profiles, significantly reducing scan time.ORACLE enables simplified and rapid quantification of T 1 $$ {T}_1 $$ , T 2 $$ {T}_2 $$ , PD, and Δ f $$ \Delta f $$ from phase-cycled bSSFP profiles, reducing acquisition time and eliminating biomarker maps' coregistration issues.CONCLUSIONORACLE enables simplified and rapid quantification of T 1 $$ {T}_1 $$ , T 2 $$ {T}_2 $$ , PD, and Δ f $$ \Delta f $$ from phase-cycled bSSFP profiles, reducing acquisition time and eliminating biomarker maps' coregistration issues.</description><issn>1522-2594</issn><issn>1522-2594</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><recordid>eNpNT81KxDAYDKLgunrwDXL0sF2Tpk0Tb8viHywsyHpeviZf3Eqb1iaL9B18aCN68DTDMDPMEHLN2ZIzlt92Y7cUTCh1Qma8zPMsL3Vx-o-fk4sQ3hljWlfFjHxtX1brzf0dXXkKHtopNgZaCsMw9mAO1PUj3fEF3eULmqTYe2rRhyZOi-S3tHcuGzH0HrxB2qVc49_oZxMPdDhAwMxMpkVLa2h_HJaGiGCnLESISN2ImGrRYAhN7y_JmYM24NUfzsnrw_1u_ZRtto_P69UmGzhXMcsFGmehRG4KxQxUdSWFEk5KVUKda1NxrmuRHoPDWkleaXSmVlZKoyyXYk5ufnvTo48jhrjvmmCwTROxP4a94IUqtBRaiG-LaWdN</recordid><startdate>20241222</startdate><enddate>20241222</enddate><creator>Plähn, Nils M J</creator><creator>Safarkhanlo, Yasaman</creator><creator>Açikgöz, Berk C</creator><creator>Mackowiak, Adèle L C</creator><creator>Radojewski, Piotr</creator><creator>Bonanno, Gabriele</creator><creator>Peper, Eva S</creator><creator>Heule, Rahel</creator><creator>Bastiaansen, Jessica A M</creator><scope>7X8</scope></search><sort><creationdate>20241222</creationdate><title>ORACLE: An analytical approach for T1, T2, proton density, and off-resonance mapping with phase-cycled balanced steady-state free precession</title><author>Plähn, Nils M J ; Safarkhanlo, Yasaman ; Açikgöz, Berk C ; Mackowiak, Adèle L C ; Radojewski, Piotr ; Bonanno, Gabriele ; Peper, Eva S ; Heule, Rahel ; Bastiaansen, Jessica A M</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-p118t-23ecfda5e1c480ca7b76383f6685ab29c7119b3522afeb86179efcb8d66c8d163</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Plähn, Nils M J</creatorcontrib><creatorcontrib>Safarkhanlo, Yasaman</creatorcontrib><creatorcontrib>Açikgöz, Berk C</creatorcontrib><creatorcontrib>Mackowiak, Adèle L C</creatorcontrib><creatorcontrib>Radojewski, Piotr</creatorcontrib><creatorcontrib>Bonanno, Gabriele</creatorcontrib><creatorcontrib>Peper, Eva S</creatorcontrib><creatorcontrib>Heule, Rahel</creatorcontrib><creatorcontrib>Bastiaansen, Jessica A M</creatorcontrib><collection>MEDLINE - Academic</collection><jtitle>Magnetic resonance in medicine</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Plähn, Nils M J</au><au>Safarkhanlo, Yasaman</au><au>Açikgöz, Berk C</au><au>Mackowiak, Adèle L C</au><au>Radojewski, Piotr</au><au>Bonanno, Gabriele</au><au>Peper, Eva S</au><au>Heule, Rahel</au><au>Bastiaansen, Jessica A M</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>ORACLE: An analytical approach for T1, T2, proton density, and off-resonance mapping with phase-cycled balanced steady-state free precession</atitle><jtitle>Magnetic resonance in medicine</jtitle><date>2024-12-22</date><risdate>2024</risdate><issn>1522-2594</issn><eissn>1522-2594</eissn><abstract>To develop and validate a novel analytical approach simplifying T 1 $$ {T}_1 $$ , T 2 $$ {T}_2 $$ , proton density (PD), and off-resonance Δ f $$ \Delta f $$ quantifications from phase-cycled balanced steady-state free precession (bSSFP) data. Additionally, to introduce a method to correct aliasing effects in undersampled bSSFP profiles.PURPOSETo develop and validate a novel analytical approach simplifying T 1 $$ {T}_1 $$ , T 2 $$ {T}_2 $$ , proton density (PD), and off-resonance Δ f $$ \Delta f $$ quantifications from phase-cycled balanced steady-state free precession (bSSFP) data. Additionally, to introduce a method to correct aliasing effects in undersampled bSSFP profiles.Off-resonant-encoded analytical parameter quantification using complex linearized equations (ORACLE) provides analytical solutions for bSSFP profiles. which instantaneously quantify T 1 $$ {T}_1 $$ , T 2 $$ {T}_2 $$ , proton density (PD), and Δ f $$ \Delta f $$ . An aliasing correction formalism was derived to allow undersampling of bSSFP profiles. ORACLE was used to quantify T 1 $$ {T}_1 $$ , T 2 $$ {T}_2 $$ , PD, T 1 $$ {T}_1 $$ / T 2 $$ {T}_2 $$ , and Δ f $$ \Delta f $$ based on fully sampled ( N = 20 $$ N=20 $$ ) bSSFP profiles from numerical simulations and 3T MRI experiments in phantom and 10 healthy subjects' brains. Obtained values were compared with reference scans in the same scan session. Aliasing correction was validated in subsampled ( N = 4 $$ N=4 $$ ) bSSFP profiles in numerical simulations and human brains.THEORY AND METHODSOff-resonant-encoded analytical parameter quantification using complex linearized equations (ORACLE) provides analytical solutions for bSSFP profiles. which instantaneously quantify T 1 $$ {T}_1 $$ , T 2 $$ {T}_2 $$ , proton density (PD), and Δ f $$ \Delta f $$ . An aliasing correction formalism was derived to allow undersampling of bSSFP profiles. ORACLE was used to quantify T 1 $$ {T}_1 $$ , T 2 $$ {T}_2 $$ , PD, T 1 $$ {T}_1 $$ / T 2 $$ {T}_2 $$ , and Δ f $$ \Delta f $$ based on fully sampled ( N = 20 $$ N=20 $$ ) bSSFP profiles from numerical simulations and 3T MRI experiments in phantom and 10 healthy subjects' brains. Obtained values were compared with reference scans in the same scan session. Aliasing correction was validated in subsampled ( N = 4 $$ N=4 $$ ) bSSFP profiles in numerical simulations and human brains.ORACLE quantifications agreed well with input values from simulations and phantom reference values (R2 = 0.99). In human brains, T 1 $$ {T}_1 $$ and T 2 $$ {T}_2 $$ quantifications when compared with reference methods showed coefficients of variation below 2.9% and 3.9%, biases of 182 and 16.6 ms, and mean white-matter values of 642 and 51 ms using ORACLE. The Δ f $$ \Delta f $$ quantification differed less than 3 Hz between both methods. PD and T 1 $$ {T}_1 $$ maps had comparable histograms. The Λ $$ \varLambda $$ maps effectively identified cerebrospinal fluid. Aliasing correction removed aliasing-related quantification errors in undersampled bSSFP profiles, significantly reducing scan time.RESULTSORACLE quantifications agreed well with input values from simulations and phantom reference values (R2 = 0.99). In human brains, T 1 $$ {T}_1 $$ and T 2 $$ {T}_2 $$ quantifications when compared with reference methods showed coefficients of variation below 2.9% and 3.9%, biases of 182 and 16.6 ms, and mean white-matter values of 642 and 51 ms using ORACLE. The Δ f $$ \Delta f $$ quantification differed less than 3 Hz between both methods. PD and T 1 $$ {T}_1 $$ maps had comparable histograms. The Λ $$ \varLambda $$ maps effectively identified cerebrospinal fluid. Aliasing correction removed aliasing-related quantification errors in undersampled bSSFP profiles, significantly reducing scan time.ORACLE enables simplified and rapid quantification of T 1 $$ {T}_1 $$ , T 2 $$ {T}_2 $$ , PD, and Δ f $$ \Delta f $$ from phase-cycled bSSFP profiles, reducing acquisition time and eliminating biomarker maps' coregistration issues.CONCLUSIONORACLE enables simplified and rapid quantification of T 1 $$ {T}_1 $$ , T 2 $$ {T}_2 $$ , PD, and Δ f $$ \Delta f $$ from phase-cycled bSSFP profiles, reducing acquisition time and eliminating biomarker maps' coregistration issues.</abstract><doi>10.1002/mrm.30388</doi></addata></record>
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title ORACLE: An analytical approach for T1, T2, proton density, and off-resonance mapping with phase-cycled balanced steady-state free precession
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