Optimization of Pulsed Saturation Transfer MR Fingerprinting (ST MRF) Acquisition Using the Cramér–Rao Bound and Sequential Quadratic Programming
To develop a method for optimizing pulsed saturation transfer MR fingerprinting (ST MRF) acquisition. The Cramér-Rao bound (CRB) for variance assessment was employed on Bloch-McConnell-based simulated signals, followed by a numerical sequential quadratic programming optimization and basin-hopping av...
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| Published in | Magnetic resonance in medicine |
|---|---|
| Main Authors | , , |
| Format | Journal Article |
| Language | English |
| Published |
United States
18.10.2025
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| Subjects | |
| Online Access | Get full text |
| ISSN | 0740-3194 1522-2594 1522-2594 |
| DOI | 10.1002/mrm.70141 |
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| Abstract | To develop a method for optimizing pulsed saturation transfer MR fingerprinting (ST MRF) acquisition.
The Cramér-Rao bound (CRB) for variance assessment was employed on Bloch-McConnell-based simulated signals, followed by a numerical sequential quadratic programming optimization and basin-hopping avoidance of local minima. Validation was performed using L-arginine phantoms and healthy human volunteers at 3T while restricting the scan time to be less than 40 s.
The proposed optimization approach resulted in a significantly improved agreement with reference standard values in vivo, compared to baseline non-optimized protocols (8% lower NRMSE, 7% higher SSIM, and 15% higher Pearson's r value,
).
The combination of the CRB with sequential quadratic programming and a rapid Bloch-McConnell simulator offers a means for optimizing and accelerating pulsed CEST and semisolid magnetization transfer (MT) MRF acquisition. |
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| AbstractList | To develop a method for optimizing pulsed saturation transfer MR fingerprinting (ST MRF) acquisition.PURPOSETo develop a method for optimizing pulsed saturation transfer MR fingerprinting (ST MRF) acquisition.The Cramér-Rao bound (CRB) for variance assessment was employed on Bloch-McConnell-based simulated signals, followed by a numerical sequential quadratic programming optimization and basin-hopping avoidance of local minima. Validation was performed using L-arginine phantoms and healthy human volunteers at 3T while restricting the scan time to be less than 40 s.METHODSThe Cramér-Rao bound (CRB) for variance assessment was employed on Bloch-McConnell-based simulated signals, followed by a numerical sequential quadratic programming optimization and basin-hopping avoidance of local minima. Validation was performed using L-arginine phantoms and healthy human volunteers at 3T while restricting the scan time to be less than 40 s.The proposed optimization approach resulted in a significantly improved agreement with reference standard values in vivo, compared to baseline non-optimized protocols (8% lower NRMSE, 7% higher SSIM, and 15% higher Pearson's r value, p < 0 . 001 $$ p<0.001 $$ ).RESULTSThe proposed optimization approach resulted in a significantly improved agreement with reference standard values in vivo, compared to baseline non-optimized protocols (8% lower NRMSE, 7% higher SSIM, and 15% higher Pearson's r value, p < 0 . 001 $$ p<0.001 $$ ).The combination of the CRB with sequential quadratic programming and a rapid Bloch-McConnell simulator offers a means for optimizing and accelerating pulsed CEST and semisolid magnetization transfer (MT) MRF acquisition.CONCLUSIONThe combination of the CRB with sequential quadratic programming and a rapid Bloch-McConnell simulator offers a means for optimizing and accelerating pulsed CEST and semisolid magnetization transfer (MT) MRF acquisition. To develop a method for optimizing pulsed saturation transfer MR fingerprinting (ST MRF) acquisition. The Cramér-Rao bound (CRB) for variance assessment was employed on Bloch-McConnell-based simulated signals, followed by a numerical sequential quadratic programming optimization and basin-hopping avoidance of local minima. Validation was performed using L-arginine phantoms and healthy human volunteers at 3T while restricting the scan time to be less than 40 s. The proposed optimization approach resulted in a significantly improved agreement with reference standard values in vivo, compared to baseline non-optimized protocols (8% lower NRMSE, 7% higher SSIM, and 15% higher Pearson's r value, ). The combination of the CRB with sequential quadratic programming and a rapid Bloch-McConnell simulator offers a means for optimizing and accelerating pulsed CEST and semisolid magnetization transfer (MT) MRF acquisition. |
| Author | Vladimirov, Nikita Perlman, Or Zaiss, Moritz |
| Author_xml | – sequence: 1 givenname: Nikita orcidid: 0000-0003-1943-9139 surname: Vladimirov fullname: Vladimirov, Nikita organization: School of Biomedical Engineering Tel Aviv University Tel Aviv Israel – sequence: 2 givenname: Moritz orcidid: 0000-0001-9780-3616 surname: Zaiss fullname: Zaiss, Moritz organization: Institute of Neuroradiology University Hospital Erlangen, Friedrich‐Alexander‐Universität Erlangen‐Nürnberg (FAU) Erlangen Germany, Department of Artificial Intelligence in Biomedical Engineering Friedrich‐Alexander‐Universität Erlangen‐Nürnberg (FAU) Erlangen Germany – sequence: 3 givenname: Or orcidid: 0000-0002-3566-569X surname: Perlman fullname: Perlman, Or organization: School of Biomedical Engineering Tel Aviv University Tel Aviv Israel, Sagol School of Neuroscience Tel Aviv University Tel Aviv Israel |
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| Cites_doi | 10.1038/nature11971 10.1002/mrm.27363 10.1002/mrm.28825 10.1148/rg.210110 10.1073/pnas.0700281104 10.1038/s41598-020-77576-z 10.1002/mrm.30382 10.1038/s41598-023-45548-8 10.1002/nbm.4780 10.1016/j.neuroimage.2016.08.016 10.1002/mrm.26133 10.1016/j.isci.2024.111209 10.1002/mrm.20408 10.1002/jmri.26598 10.1016/j.neuroimage.2019.02.022 10.1007/s00701-025-06465-z 10.1007/s10334-021-00982-5 10.1002/nbm.3237 10.1038/s42254-021-00326-1 10.1002/mrm.26235 10.1158/1078-0432.CCR-16-2265 10.1002/mrm.27937 10.1002/nbm.3257 10.1002/mrm.28298 10.1007/s10334-017-0625-0 10.1002/mrm.30532 10.1016/j.neuroimage.2017.04.045 10.1148/radiol.14140251 10.1002/mrm.29629 10.1002/ana.20202 10.1002/mrm.29241 10.1002/mrm.22761 10.1002/mrm.29074 10.1002/nbm.5294 10.1016/j.neuroimage.2020.117165 10.1088/0031-9155/58/22/R221 10.1021/jp970984n 10.1002/cmmi.1628 10.1002/nbm.4689 10.1016/j.mri.2017.02.010 10.1002/jmri.25159 10.1371/journal.pone.0297244 10.1007/s00216-020-03101-w 10.1002/wnan.1385 10.1002/nbm.4662 10.1017/S0962492900002518 10.1038/s41592-019-0686-2 10.1038/s42005-025-02063-8 10.1007/s10334-025-01242-6 10.1002/mrm.27221 10.1002/nbm.4710 10.1002/mrm.30112 10.1002/mrm.29574 10.1002/mrm.20818 10.1038/s41598-023-48515-5 10.1016/j.neuroimage.2018.12.018 10.1002/mrm.27875 10.3390/ijms24043151 10.1002/mrm.1278 10.3390/tomography8020060 10.1006/jmrb.1995.1111 10.1002/jmri.25838 10.1002/mrm.26813 10.1002/mrm.29206 10.1016/j.neuroimage.2014.06.067 10.1002/mrm.27762 10.1109/TMI.2018.2873704 10.1002/mrm.30241 10.1016/j.neuroimage.2019.01.034 10.1002/nbm.2899 10.1038/s41596-025-01152-w 10.1038/s41551-021-00809-7 10.1038/nm.2615 10.1002/mrm.22406 10.1002/mrm.29448 10.21037/qims.2019.08.06 10.1038/nm907 10.1002/mrm.29173 |
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| References | e_1_2_9_31_1 e_1_2_9_52_1 e_1_2_9_50_1 e_1_2_9_73_1 e_1_2_9_10_1 e_1_2_9_56_1 e_1_2_9_77_1 e_1_2_9_12_1 e_1_2_9_33_1 e_1_2_9_54_1 e_1_2_9_71_1 Weigand‐Whittier J. (e_1_2_9_24_1) 2024; 93 Kay S. (e_1_2_9_49_1) 1993 e_1_2_9_14_1 e_1_2_9_39_1 e_1_2_9_16_1 e_1_2_9_37_1 e_1_2_9_58_1 Keupp J. (e_1_2_9_63_1) 2011 e_1_2_9_18_1 e_1_2_9_41_1 e_1_2_9_64_1 e_1_2_9_20_1 e_1_2_9_62_1 e_1_2_9_22_1 e_1_2_9_45_1 e_1_2_9_68_1 e_1_2_9_43_1 e_1_2_9_66_1 e_1_2_9_8_1 e_1_2_9_6_1 e_1_2_9_4_1 e_1_2_9_60_1 Nagar D. (e_1_2_9_78_1) 2023; 13 e_1_2_9_2_1 e_1_2_9_26_1 Rivlin M. (e_1_2_9_23_1) 2023; 13 e_1_2_9_28_1 e_1_2_9_47_1 e_1_2_9_30_1 e_1_2_9_53_1 e_1_2_9_74_1 Liebeskind A. (e_1_2_9_81_1) 2025; 38 e_1_2_9_51_1 e_1_2_9_72_1 e_1_2_9_11_1 e_1_2_9_34_1 e_1_2_9_57_1 Finkelstein A. (e_1_2_9_79_1) 2025; 8 e_1_2_9_13_1 e_1_2_9_32_1 e_1_2_9_55_1 e_1_2_9_76_1 e_1_2_9_70_1 Morrison C. (e_1_2_9_75_1) 1995; 108 e_1_2_9_15_1 Shaghaghi M. (e_1_2_9_35_1) 2019; 9 e_1_2_9_38_1 e_1_2_9_17_1 e_1_2_9_36_1 e_1_2_9_59_1 e_1_2_9_19_1 e_1_2_9_42_1 e_1_2_9_40_1 e_1_2_9_61_1 e_1_2_9_21_1 e_1_2_9_46_1 e_1_2_9_67_1 e_1_2_9_44_1 e_1_2_9_65_1 e_1_2_9_7_1 e_1_2_9_80_1 e_1_2_9_5_1 e_1_2_9_3_1 e_1_2_9_9_1 e_1_2_9_25_1 e_1_2_9_27_1 e_1_2_9_48_1 e_1_2_9_69_1 e_1_2_9_29_1 |
| References_xml | – ident: e_1_2_9_37_1 doi: 10.1038/nature11971 – ident: e_1_2_9_40_1 doi: 10.1002/mrm.27363 – ident: e_1_2_9_54_1 doi: 10.1002/mrm.28825 – ident: e_1_2_9_72_1 doi: 10.1148/rg.210110 – ident: e_1_2_9_17_1 doi: 10.1073/pnas.0700281104 – ident: e_1_2_9_19_1 doi: 10.1038/s41598-020-77576-z – volume: 93 start-page: 1793 year: 2024 ident: e_1_2_9_24_1 article-title: Ungated, Plug‐And‐Play Preclinical Cardiac CEST‐MRI Using Radial FLASH With Segmented Saturation publication-title: Magnetic Resonance in Medicine doi: 10.1002/mrm.30382 – volume: 13 start-page: 18291 issue: 1 year: 2023 ident: e_1_2_9_78_1 article-title: Dynamic and Rapid Deep Synthesis of Chemical Exchange Saturation Transfer and Semisolid Magnetization Transfer MRI Signals publication-title: Scientific Reports doi: 10.1038/s41598-023-45548-8 – ident: e_1_2_9_14_1 doi: 10.1002/nbm.4780 – ident: e_1_2_9_74_1 doi: 10.1016/j.neuroimage.2016.08.016 – ident: e_1_2_9_71_1 doi: 10.1002/mrm.26133 – ident: e_1_2_9_43_1 doi: 10.1016/j.isci.2024.111209 – ident: e_1_2_9_36_1 doi: 10.1002/mrm.20408 – ident: e_1_2_9_29_1 doi: 10.1002/jmri.26598 – ident: e_1_2_9_11_1 doi: 10.1016/j.neuroimage.2019.02.022 – ident: e_1_2_9_8_1 doi: 10.1007/s00701-025-06465-z – ident: e_1_2_9_22_1 doi: 10.1007/s10334-021-00982-5 – ident: e_1_2_9_48_1 doi: 10.1002/nbm.3237 – ident: e_1_2_9_27_1 doi: 10.1038/s42254-021-00326-1 – ident: e_1_2_9_58_1 doi: 10.1002/mrm.26235 – ident: e_1_2_9_12_1 doi: 10.1158/1078-0432.CCR-16-2265 – ident: e_1_2_9_45_1 doi: 10.1002/mrm.27937 – ident: e_1_2_9_34_1 doi: 10.1002/nbm.3257 – ident: e_1_2_9_60_1 doi: 10.1002/mrm.28298 – ident: e_1_2_9_59_1 doi: 10.1007/s10334-017-0625-0 – ident: e_1_2_9_64_1 doi: 10.1002/mrm.30532 – ident: e_1_2_9_2_1 doi: 10.1016/j.neuroimage.2017.04.045 – ident: e_1_2_9_20_1 doi: 10.1148/radiol.14140251 – ident: e_1_2_9_70_1 doi: 10.1002/mrm.29629 – volume-title: Fundamentals of Statistical Signal Processing, Volume I: Estimation Theory year: 1993 ident: e_1_2_9_49_1 – ident: e_1_2_9_9_1 doi: 10.1002/ana.20202 – ident: e_1_2_9_25_1 doi: 10.1002/mrm.29241 – ident: e_1_2_9_26_1 doi: 10.1002/mrm.22761 – ident: e_1_2_9_51_1 doi: 10.1002/mrm.29074 – volume-title: Proceedings of the 19th Annual Meeting of the International Society for Magnetic Resonance in Medicine; Montreal, Canada. Abstract 710. 2011 year: 2011 ident: e_1_2_9_63_1 – ident: e_1_2_9_68_1 doi: 10.1002/nbm.5294 – ident: e_1_2_9_73_1 doi: 10.1016/j.neuroimage.2020.117165 – ident: e_1_2_9_3_1 doi: 10.1088/0031-9155/58/22/R221 – ident: e_1_2_9_56_1 doi: 10.1021/jp970984n – ident: e_1_2_9_32_1 doi: 10.1002/cmmi.1628 – ident: e_1_2_9_65_1 doi: 10.1002/nbm.4689 – ident: e_1_2_9_67_1 doi: 10.1016/j.mri.2017.02.010 – ident: e_1_2_9_13_1 doi: 10.1002/jmri.25159 – ident: e_1_2_9_28_1 doi: 10.1371/journal.pone.0297244 – ident: e_1_2_9_7_1 doi: 10.1007/s00216-020-03101-w – ident: e_1_2_9_21_1 doi: 10.1002/wnan.1385 – ident: e_1_2_9_47_1 doi: 10.1002/nbm.4662 – ident: e_1_2_9_52_1 doi: 10.1017/S0962492900002518 – ident: e_1_2_9_61_1 doi: 10.1038/s41592-019-0686-2 – volume: 8 issue: 1 year: 2025 ident: e_1_2_9_79_1 article-title: Multi‐Parameter Molecular MRI Quantification Using Physics‐Informed Self‐Supervised Learning publication-title: Communications Physics doi: 10.1038/s42005-025-02063-8 – volume: 38 start-page: 1 year: 2025 ident: e_1_2_9_81_1 article-title: The Pulseq‐CEST Library: Definition of Preparations and Simulations, Example Data, and Example Evaluations publication-title: Magnetic Resonance Materials in Physics, Biology and Medicine doi: 10.1007/s10334-025-01242-6 – ident: e_1_2_9_38_1 doi: 10.1002/mrm.27221 – ident: e_1_2_9_44_1 doi: 10.1002/nbm.4710 – ident: e_1_2_9_69_1 doi: 10.1002/mrm.30112 – ident: e_1_2_9_57_1 doi: 10.1002/mrm.29574 – ident: e_1_2_9_33_1 doi: 10.1002/mrm.20818 – volume: 13 issue: 1 year: 2023 ident: e_1_2_9_23_1 article-title: Metabolic Brain Imaging With Glucosamine CEST MRI: in Vivo Characterization and First Insights publication-title: Scientific Reports doi: 10.1038/s41598-023-48515-5 – ident: e_1_2_9_18_1 doi: 10.1016/j.neuroimage.2018.12.018 – ident: e_1_2_9_62_1 doi: 10.1002/mrm.27875 – ident: e_1_2_9_6_1 doi: 10.3390/ijms24043151 – ident: e_1_2_9_76_1 doi: 10.1002/mrm.1278 – ident: e_1_2_9_31_1 doi: 10.3390/tomography8020060 – volume: 108 start-page: 103 issue: 2 year: 1995 ident: e_1_2_9_75_1 article-title: Modeling Magnetization Transfer for Biological‐Like Systems Using a Semi‐Solid Pool With a Super‐Lorentzian Lineshape and Dipolar Reservoir publication-title: Journal of Magnetic Resonance. Series B doi: 10.1006/jmrb.1995.1111 – ident: e_1_2_9_5_1 doi: 10.1002/jmri.25838 – ident: e_1_2_9_30_1 doi: 10.1002/mrm.26813 – ident: e_1_2_9_80_1 doi: 10.1002/mrm.29206 – ident: e_1_2_9_15_1 doi: 10.1016/j.neuroimage.2014.06.067 – ident: e_1_2_9_66_1 doi: 10.1002/mrm.27762 – ident: e_1_2_9_50_1 doi: 10.1109/TMI.2018.2873704 – ident: e_1_2_9_77_1 doi: 10.1002/mrm.30241 – ident: e_1_2_9_39_1 doi: 10.1016/j.neuroimage.2019.01.034 – ident: e_1_2_9_4_1 doi: 10.1002/nbm.2899 – ident: e_1_2_9_53_1 doi: 10.1038/s41596-025-01152-w – ident: e_1_2_9_41_1 doi: 10.1038/s41551-021-00809-7 – ident: e_1_2_9_16_1 doi: 10.1038/nm.2615 – ident: e_1_2_9_55_1 doi: 10.1002/mrm.22406 – ident: e_1_2_9_42_1 doi: 10.1002/mrm.29448 – volume: 9 start-page: 1686 issue: 10 year: 2019 ident: e_1_2_9_35_1 article-title: In Vivo Quantification of Proton Exchange Rate in Healthy Human Brains With Omega Plot publication-title: Quantitative Imaging in Medicine and Surgery doi: 10.21037/qims.2019.08.06 – ident: e_1_2_9_10_1 doi: 10.1038/nm907 – ident: e_1_2_9_46_1 doi: 10.1002/mrm.29173 |
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| Snippet | To develop a method for optimizing pulsed saturation transfer MR fingerprinting (ST MRF) acquisition.
The Cramér-Rao bound (CRB) for variance assessment was... To develop a method for optimizing pulsed saturation transfer MR fingerprinting (ST MRF) acquisition.PURPOSETo develop a method for optimizing pulsed... |
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| Title | Optimization of Pulsed Saturation Transfer MR Fingerprinting (ST MRF) Acquisition Using the Cramér–Rao Bound and Sequential Quadratic Programming |
| URI | https://www.ncbi.nlm.nih.gov/pubmed/41108587 https://www.proquest.com/docview/3262718434 https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/mrm.70141 |
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