Xiaoqing Wang, Hongli Fan, Zhengguo Tan, Serge Vasylechko, Edward Yang, Ryne Didier, Onur Afacan, Martin Uecker, Simon K Warfield, Ali Gholipour
{"title":"<ArticleTitle xmlns:ns0=\"http://www.w3.org/1998/Math/MathML\">Rapid, high-resolution and distortion-free <ns0:math> <ns0:mrow> <ns0:msubsup><ns0:mrow><ns0:mi>R</ns0:mi></ns0:mrow> <ns0:mrow><ns0:mn>2</ns0:mn></ns0:mrow> <ns0:mrow><ns0:mo>∗</ns0:mo></ns0:mrow> </ns0:msubsup> </ns0:mrow> </ns0:math> mapping of fetal brain using multi-echo radial FLASH and model-based reconstruction.","authors":"Xiaoqing Wang, Hongli Fan, Zhengguo Tan, Serge Vasylechko, Edward Yang, Ryne Didier, Onur Afacan, Martin Uecker, Simon K Warfield, Ali Gholipour","doi":"10.1002/mrm.30604","DOIUrl":null,"url":null,"abstract":"<p><strong>Purpose: </strong>To develop a rapid, high-resolution, and distortion-free technique for simultaneous water-fat separation, <math> <semantics> <mrow> <msubsup><mrow><mi>R</mi></mrow> <mrow><mn>2</mn></mrow> <mrow><mo>∗</mo></mrow> </msubsup> </mrow> <annotation>$$ {R}_2^{\\ast } $$</annotation></semantics> </math> and <math> <semantics> <mrow> <msub><mrow><mi>B</mi></mrow> <mrow><mn>0</mn></mrow> </msub> </mrow> <annotation>$$ {B}_0 $$</annotation></semantics> </math> mapping of the fetal brain at 3 T.</p><p><strong>Methods: </strong>A 2D multi-echo radial FLASH sequence with blip gradients is adapted for data acquisition during maternal free breathing. A calibrationless model-based reconstruction with sparsity constraints is developed to jointly estimate water, fat, <math> <semantics> <mrow> <msubsup><mrow><mi>R</mi></mrow> <mrow><mn>2</mn></mrow> <mrow><mo>∗</mo></mrow> </msubsup> </mrow> <annotation>$$ {R}_2^{\\ast } $$</annotation></semantics> </math> and <math> <semantics> <mrow> <msub><mrow><mi>B</mi></mrow> <mrow><mn>0</mn></mrow> </msub> </mrow> <annotation>$$ {B}_0 $$</annotation></semantics> </math> field maps directly from k-space. This approach was validated and compared to reference methods using numerical and NIST phantoms and data from nine fetuses between 26 and 36 weeks of gestation age.</p><p><strong>Results: </strong>Both numerical and experimental phantom studies confirm good accuracy and precision. In fetal studies, model-based reconstruction yields quantitative <math> <semantics> <mrow> <msubsup><mrow><mi>R</mi></mrow> <mrow><mn>2</mn></mrow> <mrow><mo>∗</mo></mrow> </msubsup> </mrow> <annotation>$$ {R}_2^{\\ast } $$</annotation></semantics> </math> values in close agreement with those from a parallel imaging compressed sensing (PICS) technique using Graph Cut (intra-class correlation coefficient [ICC] = 0.9601), while providing enhanced image detail. Repeated scans confirm good reproducibility (ICC = 0.9213). Compared to multi-echo EPI, the proposed radial technique produces higher-resolution (1.1 <math> <semantics><mrow><mo>×</mo></mrow> <annotation>$$ \\times $$</annotation></semantics> </math> 1.1 <math> <semantics><mrow><mo>×</mo></mrow> <annotation>$$ \\times $$</annotation></semantics> </math> 3 mm <math> <semantics> <mrow> <msup><mrow><mo> </mo></mrow> <mrow><mn>3</mn></mrow> </msup> </mrow> <annotation>$$ {}^3 $$</annotation></semantics> </math> vs. 2-3 <math> <semantics><mrow><mo>×</mo></mrow> <annotation>$$ \\times $$</annotation></semantics> </math> 2-3 <math> <semantics><mrow><mo>×</mo></mrow> <annotation>$$ \\times $$</annotation></semantics> </math> 3 mm <math> <semantics> <mrow> <msup><mrow><mo> </mo></mrow> <mrow><mn>3</mn></mrow> </msup> </mrow> <annotation>$$ {}^3 $$</annotation></semantics> </math> ) <math> <semantics> <mrow> <msubsup><mrow><mi>R</mi></mrow> <mrow><mn>2</mn></mrow> <mrow><mo>∗</mo></mrow> </msubsup> </mrow> <annotation>$$ {R}_2^{\\ast } $$</annotation></semantics> </math> maps with reduced distortion. Despite differences in motion, resolution, and distortion, <math> <semantics> <mrow> <msubsup><mrow><mi>R</mi></mrow> <mrow><mn>2</mn></mrow> <mrow><mo>∗</mo></mrow> </msubsup> </mrow> <annotation>$$ {R}_2^{\\ast } $$</annotation></semantics> </math> values are comparable between the two acquisition strategies (ICC = 0.8049). Additionally, the proposed approach enables the synthesis of high-resolution and distortion-free <math> <semantics> <mrow> <msubsup><mrow><mi>R</mi></mrow> <mrow><mn>2</mn></mrow> <mrow><mo>∗</mo></mrow> </msubsup> </mrow> <annotation>$$ {R}_2^{\\ast } $$</annotation></semantics> </math> -weighted images.</p><p><strong>Conclusion: </strong>This study demonstrates the feasibility of using multi-echo radial FLASH combined with calibrationless model-based reconstruction for motion-robust, distortion-free <math> <semantics> <mrow> <msubsup><mrow><mi>R</mi></mrow> <mrow><mn>2</mn></mrow> <mrow><mo>∗</mo></mrow> </msubsup> </mrow> <annotation>$$ {R}_2^{\\ast } $$</annotation></semantics> </math> mapping of the fetal brain at 3T, achieving a nominal resolution of <math> <semantics><mrow><mn>1</mn> <mo>.</mo> <mn>1</mn> <mo>×</mo> <mn>1</mn> <mo>.</mo> <mn>1</mn> <mo>×</mo> <mn>3</mn></mrow> <annotation>$$ 1.1\\times 1.1\\times 3 $$</annotation></semantics> </math> mm <math> <semantics> <mrow> <msup><mrow><mo> </mo></mrow> <mrow><mn>3</mn></mrow> </msup> </mrow> <annotation>$$ {}^3 $$</annotation></semantics> </math> within 2 s per slice.</p>","PeriodicalId":18065,"journal":{"name":"Magnetic Resonance in Medicine","volume":" ","pages":""},"PeriodicalIF":3.0000,"publicationDate":"2025-06-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Magnetic Resonance in Medicine","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1002/mrm.30604","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING","Score":null,"Total":0}
引用次数: 0
Abstract
Purpose: To develop a rapid, high-resolution, and distortion-free technique for simultaneous water-fat separation, and mapping of the fetal brain at 3 T.
Methods: A 2D multi-echo radial FLASH sequence with blip gradients is adapted for data acquisition during maternal free breathing. A calibrationless model-based reconstruction with sparsity constraints is developed to jointly estimate water, fat, and field maps directly from k-space. This approach was validated and compared to reference methods using numerical and NIST phantoms and data from nine fetuses between 26 and 36 weeks of gestation age.
Results: Both numerical and experimental phantom studies confirm good accuracy and precision. In fetal studies, model-based reconstruction yields quantitative values in close agreement with those from a parallel imaging compressed sensing (PICS) technique using Graph Cut (intra-class correlation coefficient [ICC] = 0.9601), while providing enhanced image detail. Repeated scans confirm good reproducibility (ICC = 0.9213). Compared to multi-echo EPI, the proposed radial technique produces higher-resolution (1.1 1.1 3 mm vs. 2-3 2-3 3 mm ) maps with reduced distortion. Despite differences in motion, resolution, and distortion, values are comparable between the two acquisition strategies (ICC = 0.8049). Additionally, the proposed approach enables the synthesis of high-resolution and distortion-free -weighted images.
Conclusion: This study demonstrates the feasibility of using multi-echo radial FLASH combined with calibrationless model-based reconstruction for motion-robust, distortion-free mapping of the fetal brain at 3T, achieving a nominal resolution of mm within 2 s per slice.
期刊介绍:
Magnetic Resonance in Medicine (Magn Reson Med) is an international journal devoted to the publication of original investigations concerned with all aspects of the development and use of nuclear magnetic resonance and electron paramagnetic resonance techniques for medical applications. Reports of original investigations in the areas of mathematics, computing, engineering, physics, biophysics, chemistry, biochemistry, and physiology directly relevant to magnetic resonance will be accepted, as well as methodology-oriented clinical studies.