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: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: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":"","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> <msubsup><mrow><mi>R</mi></mrow> <mrow><mn>2</mn></mrow> <mrow><mo>*</mo></mrow> </msubsup> </math> and <math> <msub><mrow><mi>B</mi></mrow> <mrow><mn>0</mn></mrow> </msub> </math> mapping of the fetal brain at 3T.</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> <msubsup><mrow><mi>R</mi></mrow> <mrow><mn>2</mn></mrow> <mrow><mo>*</mo></mrow> </msubsup> </math> and <math> <msub><mrow><mi>B</mi></mrow> <mrow><mn>0</mn></mrow> </msub> </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> <msubsup><mrow><mi>R</mi></mrow> <mrow><mn>2</mn></mrow> <mrow><mo>*</mo></mrow> </msubsup> </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 × 1.1 × 3 mm<sup>3</sup> vs. 2-3 × 2-3 × 3 mm<sup>3</sup>) <math> <msubsup><mrow><mi>R</mi></mrow> <mrow><mn>2</mn></mrow> <mrow><mo>*</mo></mrow> </msubsup> </math> maps with reduced distortion. Despite of differences in motion, resolution and distortion, <math> <msubsup><mrow><mi>R</mi></mrow> <mrow><mn>2</mn></mrow> <mrow><mo>*</mo></mrow> </msubsup> </math> values are comparable between the two acquisition strategies (ICC = 0.8049). Additionally, the proposed approach enables synthesis of high-resolution and distortion-free <math> <msubsup><mrow><mi>R</mi></mrow> <mrow><mn>2</mn></mrow> <mrow><mo>*</mo></mrow> </msubsup> </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> <msubsup><mrow><mi>R</mi></mrow> <mrow><mn>2</mn></mrow> <mrow><mo>*</mo></mrow> </msubsup> </math> mapping of the fetal brain at 3T, achieving a nominal resolution of 1.1 × 1.1 × 3 mm<sup>3</sup> within 2 seconds per slice.</p>","PeriodicalId":93888,"journal":{"name":"ArXiv","volume":" ","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2025-05-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11722525/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"ArXiv","FirstCategoryId":"1085","ListUrlMain":"","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","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 3T.
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 mm3 vs. 2-3 × 2-3 × 3 mm3) maps with reduced distortion. Despite of differences in motion, resolution and distortion, values are comparable between the two acquisition strategies (ICC = 0.8049). Additionally, the proposed approach enables 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 1.1 × 1.1 × 3 mm3 within 2 seconds per slice.