使用多回声径向FLASH和基于模型的重建快速,高分辨率和无失真的胎儿大脑r2 *映射。

IF 3 3区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING
Xiaoqing Wang, Hongli Fan, Zhengguo Tan, Serge Vasylechko, Edward Yang, Ryne Didier, Onur Afacan, Martin Uecker, Simon K Warfield, Ali Gholipour
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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":"{\"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. 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引用次数: 0

摘要

目的:开发一种快速、高分辨率和无失真的技术,用于同时分离水脂肪,在3 t时绘制胎儿大脑r2 * $$ {R}_2^{\ast } $$和b1 * $$ {B}_0 $$图。方法:采用具有闪烁梯度的二维多回声径向FLASH序列,用于孕妇自由呼吸期间的数据采集。开发了一种基于稀疏性约束的无校准模型重建方法,直接从k空间联合估计水、脂肪、r2∗$$ {R}_2^{\ast } $$和b0 $$ {B}_0 $$场图。该方法经过验证,并与参考方法进行了比较,使用了数值模型和NIST模型,以及来自9个胎龄在26至36周之间的胎儿的数据。结果:数值模拟和实验模拟均证实了较好的准确性和精密度。在胎儿研究中,基于模型的重建产生的定量r2 * $$ {R}_2^{\ast } $$值与使用图切(class内相关系数[ICC] = 0.9601)的并行成像压缩感知(PICS)技术的结果密切一致,同时提供增强的图像细节。重复扫描证实重复性好(ICC = 0.9213)。与多回波EPI相比,提出的径向技术产生更高分辨率的(1.1 × $$ \times $$ 1.1 × $$ \times $$ 3mm 3 $$ {}^3 $$ vs. 2-3 × $$ \times $$ 2-3 × $$ \times $$ 3mm 3 $$ {}^3 $$) r2∗$$ {R}_2^{\ast } $$图,失真降低。尽管在运动、分辨率和失真方面存在差异,但r2 * $$ {R}_2^{\ast } $$值在两种采集策略之间具有可比性(ICC = 0.8049)。此外,提出的方法能够合成高分辨率和无失真的r2 * $$ {R}_2^{\ast } $$加权图像。结论:本研究证明了使用多回声径向FLASH结合无校准的基于模型的重建在3T时对胎儿大脑进行运动鲁棒,无扭曲r2 * $$ {R}_2^{\ast } $$映射的可行性,达到了1的名义分辨率。1 × 1。1 × 3 $$ 1.1\times 1.1\times 3 $$ mm 3 $$ {}^3 $$每片2秒内。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Rapid, high-resolution and distortion-free R 2 mapping of fetal brain using multi-echo radial FLASH and model-based reconstruction.

Purpose: To develop a rapid, high-resolution, and distortion-free technique for simultaneous water-fat separation, R 2 $$ {R}_2^{\ast } $$ and B 0 $$ {B}_0 $$ 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, R 2 $$ {R}_2^{\ast } $$ and B 0 $$ {B}_0 $$ 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 R 2 $$ {R}_2^{\ast } $$ 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 × $$ \times $$ 1.1 × $$ \times $$ 3 mm 3 $$ {}^3 $$ vs. 2-3 × $$ \times $$ 2-3 × $$ \times $$ 3 mm 3 $$ {}^3 $$ ) R 2 $$ {R}_2^{\ast } $$ maps with reduced distortion. Despite differences in motion, resolution, and distortion, R 2 $$ {R}_2^{\ast } $$ values are comparable between the two acquisition strategies (ICC = 0.8049). Additionally, the proposed approach enables the synthesis of high-resolution and distortion-free R 2 $$ {R}_2^{\ast } $$ -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 R 2 $$ {R}_2^{\ast } $$ mapping of the fetal brain at 3T, achieving a nominal resolution of 1 . 1 × 1 . 1 × 3 $$ 1.1\times 1.1\times 3 $$ mm 3 $$ {}^3 $$ within 2 s per slice.

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来源期刊
CiteScore
6.70
自引率
24.20%
发文量
376
审稿时长
2-4 weeks
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.
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