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:mi>*</ns0:mi></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 quantitative <math> <msubsup><mrow><mi>R</mi></mrow> <mrow><mn>2</mn></mrow> <mrow><mi>*</mi></mrow> </msubsup> </math> mapping technique for fetal brain at 3 T.</p><p><strong>Methods: </strong>A 2D multi-echo radial FLASH sequence with blip gradients is adapted for fetal brain data acquisition during maternal free breathing at 3 T. 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><mi>*</mi></mrow> </msubsup> </math> and <math> <msub><mrow><mi>B</mi></mrow> <mrow><mn>0</mn></mrow> </msub> </math> field maps directly from the acquired k-space data. Validations have been performed on numerical and NIST phantoms and five fetal subjects ranging from 27 weeks to 36 weeks gestation age.</p><p><strong>Results: </strong>Both numerical and experimental phantom studies confirm good accuracy and precision of the proposed method. In fetal studies, both the parallel imaging compressed sensing (PICS) technique with a Graph Cut algorithm and the model-based approach proved effective for parameter quantification, with the latter providing enhanced image details. Compared to commonly used multi-echo EPI approaches, the proposed radial technique shows improved spatial resolution (1.1 × 1.1 × 3 mm<sup>3</sup> vs. 2-3 × 2-3 × 3 mm<sup>3</sup>) and reduced distortion. Quantitative <math> <msubsup><mrow><mi>R</mi></mrow> <mrow><mn>2</mn></mrow> <mrow><mi>*</mi></mrow> </msubsup> </math> results confirm good agreement between the two acquisition strategies. Additionally, high-resolution, distortion-free <math> <msubsup><mrow><mi>R</mi></mrow> <mrow><mn>2</mn></mrow> <mrow><mi>*</mi></mrow> </msubsup> </math> -weighted images can be synthesized, offering complementary information to HASTE.</p><p><strong>Conclusion: </strong>This work demonstrates the feasibility of radial acquisition for motion-robust quantitative <math> <msubsup><mrow><mi>R</mi></mrow> <mrow><mn>2</mn></mrow> <mrow><mi>*</mi></mrow> </msubsup> </math> mapping of the fetal brain. This proposed multi-echo radial FLASH, combined with calibrationless model-based reconstruction, achieves accurate, distortion-free fetal brain <math> <msubsup><mrow><mi>R</mi></mrow> <mrow><mn>2</mn></mrow> <mrow><mi>*</mi></mrow> </msubsup> </math> mapping at a nominal resolution of 1.1 × 1.1 × 3 mm<sup>3</sup> within 2 seconds.</p>","PeriodicalId":93888,"journal":{"name":"ArXiv","volume":" ","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2025-01-07","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 quantitative mapping technique for fetal brain at 3 T.
Methods: A 2D multi-echo radial FLASH sequence with blip gradients is adapted for fetal brain data acquisition during maternal free breathing at 3 T. A calibrationless model-based reconstruction with sparsity constraints is developed to jointly estimate water, fat, and field maps directly from the acquired k-space data. Validations have been performed on numerical and NIST phantoms and five fetal subjects ranging from 27 weeks to 36 weeks gestation age.
Results: Both numerical and experimental phantom studies confirm good accuracy and precision of the proposed method. In fetal studies, both the parallel imaging compressed sensing (PICS) technique with a Graph Cut algorithm and the model-based approach proved effective for parameter quantification, with the latter providing enhanced image details. Compared to commonly used multi-echo EPI approaches, the proposed radial technique shows improved spatial resolution (1.1 × 1.1 × 3 mm3 vs. 2-3 × 2-3 × 3 mm3) and reduced distortion. Quantitative results confirm good agreement between the two acquisition strategies. Additionally, high-resolution, distortion-free -weighted images can be synthesized, offering complementary information to HASTE.
Conclusion: This work demonstrates the feasibility of radial acquisition for motion-robust quantitative mapping of the fetal brain. This proposed multi-echo radial FLASH, combined with calibrationless model-based reconstruction, achieves accurate, distortion-free fetal brain mapping at a nominal resolution of 1.1 × 1.1 × 3 mm3 within 2 seconds.