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高分辨率磁共振二维扩散成像技术综述

刘凡 蒋渊丞 郭华

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高分辨率磁共振二维扩散成像技术综述

刘凡, 蒋渊丞, 郭华

A Review of High-Resolution 2D Diffusion Magnetic Resonance Imaging Techniques

LIU Fan, JIANG Yuancheng, GUO Hua
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  • 磁共振扩散加权成像(DWI)在神经科学和临床疾病诊断中具有重要价值。单次激发平面回波成像(ss-EPI)是DWI最常用的技术,但受主磁场不均匀性和T2/T2*衰减的影响,易出现几何变形、信噪比低等问题。为解决这些问题,研究者开发了更先进的高分辨率磁共振扩散成像技术。本文对这些成像技术进行了综述。平面回波成像(EPI)方面,本文介绍了读出分段EPI、交错采集EPI、点扩散函数编码EPI、EPTI等多次激发EPI DWI技术,这些技术能够减小或消除几何变形、提高图像信噪比和分辨率。此外,多次激发EPI与多层同时激发技术(SMS)的结合能够减少采集时间,本文对此类技术做了简要介绍。相较于EPI,spiral成像的信噪比和采样效率更高,但对主磁场不均匀性更敏感。在spiral成像部分,本文分别介绍了单次激发以及多次激发的spiral DWI成像,以及二者与SMS技术的结合。本文重点介绍了各类成像技术的原理、采集策略与重建方法。最后,本文阐述了高分辨率扩散成像的挑战和未来方向,包括三维DWI、体部DWI、磁场探针、超强梯度磁共振系统以及超高场磁共振系统。
    Diffusion-weighted magnetic resonance imaging (DWI) holds significant value in neuroscience and clinical disease diagnosis. The most commonly used single-shot echo-planar imaging (EPI) for DWI is affected by static magnetic field (B0) inhomogeneity and T2/T2* decay, leading to issues such as geometric distortion and low signal-to-noise ratio (SNR). To address these challenges, researchers have developed more advanced high-resolution diffusion MRI techniques. This article provides a comprehensive review of these imaging methods. In the context of echo-planar imaging (EPI), this review covers multi-shot EPI-based DWI techniques, including readout-segmented EPI (RS-EPI), interleaved EPI (iEPI), point spread function-encoded EPI (PSF-EPI), and echo-planar time-resolved imaging (EPTI). These methods effectively reduce or eliminate geometric distortions while improving SNR and spatial resolution. Additionally, the combination of multi-shot EPI with simultaneous multi-slice (SMS) acquisition shortens scan time, which is also briefly discussed. Compared to EPI, spiral imaging offers higher SNR and sampling efficiency but is more sensitive to B0 inhomogeneity. In the spiral imaging section, we review both single-shot and multi-shot spiral DWI, as well as their integration with SMS techniques. This article emphasizes the concepts, acquisition strategies, and reconstruction methods of these imaging techniques. Finally, we discuss the challenges and future directions of high-resolution diffusion imaging, including 3D DWI, body DWI, magnetic field probes, ultra-high gradient systems, and ultra-high-field MRI systems.
  • [1]

    Basser P J, Mattiello J, LeBihan D 1994 Biophys. J. 66 259

    [2]

    Mansfield P 1977 J. Phys. C: Solid State Phys. 10 L55

    [3]

    Meyer C H, Hu B S, Nishimura D G, Macovski A 1992 Magn. Reson. Med. 28 202

    [4]

    Hennig J, Nauerth A, Friedburg H 1986 Magn. Reson. Med. 3 823

    [5]

    Pipe J G 1999 Magn. Reson. Med. 42 963

    [6]

    Holdsworth S J, O'Halloran R, Setsompop K 2019 NMR Biomed. 32 e4056

    [7]

    McNab J A, Polimeni J R, Wang R, Augustinack J C, Fujimoto K, Stevens A, Janssens T, Farivar R, Folkerth R D, Vanduffel W, Wald L L 2013 Neuroimage 69 87

    [8]

    Sodickson D K, Manning W J 1997 Magn. Reson. Med. 38 591

    [9]

    Pruessmann K P, Weiger M, Scheidegger M B, Boesiger P 1999 Magn. Reson. Med. 42 952

    [10]

    Griswold M A, Jakob P M, Heidemann R M, Nittka M, Jellus V, Wang J, Kiefer B, Haase A 2002 Magn. Reson. Med. 47 1202

    [11]

    Liu F, Wu L, Luo X, Li S, Wang Y, Zhong W, Feiweier T, Xu J, Shi D, Bao H 2025 J. Magn. Reson. Imaging

    [12]

    Uğurbil K, Xu J, Auerbach E J, Moeller S, Vu A T, Duarte-Carvajalino J M, Lenglet C, Wu X, Schmitter S, Van de Moortele P F, Strupp J, Sapiro G, De Martino F, Wang D, Harel N, Garwood M, Chen L, Feinberg D A, Smith S M, Miller K L, Sotiropoulos S N, Jbabdi S, Andersson J L R, Behrens T E J, Glasser M F, Van Essen D C, Yacoub E 2013 Neuroimage 80 80

    [13]

    Van Essen D C, Smith S M, Barch D M, Behrens T E J, Yacoub E, Ugurbil K 2013 Neuroimage 80 62

    [14]

    Holdsworth S J, Skare S, Newbould R D, Guzmann R, Blevins N H, Bammer R 2008 Eur. J. Radiol. 65 36

    [15]

    Porter D A, Heidemann R M 2009 Magn. Reson. Med. 62 468

    [16]

    Robson M D, Anderson A W, Gore J C 1997 Magn. Reson. Med. 38 82

    [17]

    Butts K, Riederer S J, Ehman R L, Thompson R M, Jack C R 1994 Magn. Reson. Med. 31 67

    [18]

    Butts K, Pauly J, De Crespigny A, Moseley M 1997 Magn. Reson. Med. 38 741

    [19]

    Butts K, de Crespigny A, Pauly J M, Moseley M 1996 Magn. Reson. Med. 35 763

    [20]

    Zhang Z, Zhang B, Li M, Liang X, Chen X, Liu R, Zhang X, Guo H 2017 J. Magn. Reson. Imaging 46 167

    [21]

    Jones D K 2010 Diffusion mri (Oxford: Oxford University Press) pp187-188

    [22]

    Zeng H, Constable R T 2002 Magn. Reson. Med. 48 137

    [23]

    Robson M D, Gore J C, Constable R T 1997 Magn. Reson. Med. 38 733

    [24]

    In M-H, Posnansky O, Speck O 2017 Neuroimage 148 20

    [25]

    Dong Z, Wang F, Reese T G, Manhard M K, Bilgic B, Wald L L, Guo H, Setsompop K 2019 Magn. Reson. Med. 81 377

    [26]

    Mansfield P 1984 Magn. Reson. Med. 1 370

    [27]

    Wang F, Dong Z, Reese T G, Bilgic B, Katherine Manhard M, Chen J, Polimeni J R, Wald L L, Setsompop K 2019 Magn. Reson. Med. 81 3599

    [28]

    Dong Z, Wang F, Reese T G, Bilgic B, Setsompop K 2020 Magn. Reson. Med. 84 2442

    [29]

    Dai E, Lee P K, Dong Z, Fu F, Setsompop K, McNab J A 2022 IEEE Trans. Med. Imaging 41 63

    [30]

    Dong Z, Wang F, Wald L, Setsompop K 2022 Magn. Reson. Med. 88 164

    [31]

    Dong Z, Reese T G, Lee H-H, Huang S Y, Polimeni J R, Wald L L, Wang F 2025 Magn. Reson. Med. 93 1535

    [32]

    Lee Y, Wilm B J, Brunner D O, Gross S, Schmid T, Nagy Z, Pruessmann K P 2021 Magn. Reson. Med. 85 1924

    [33]

    Wilm B J, Barmet C, Gross S, Kasper L, Vannesjo S J, Haeberlin M, Dietrich B E, Brunner D O, Schmid T, Pruessmann K P 2017 Magn. Reson. Med. 77 83

    [34]

    Varela-Mattatall G, Dubovan P I, Santini T, Gilbert K M, Menon R S, Baron C A 2023 Magn. Reson. Med. 90 615

    [35]

    Wilm B J, Hennel F, Roesler M B, Weiger M, Pruessmann K P 2020 Magn. Reson. Med. 84 3117

    [36]

    Pruessmann K P, Weiger M, Börnert P, Boesiger P 2001 Magn. Reson. Med. 46 638

    [37]

    Heidemann R M, Griswold M A, Seiberlich N, Krüger G, Kannengiesser S A R, Kiefer B, Wiggins G, Wald L L, Jakob P M 2006 Magn. Reson. Med. 56 317

    [38]

    Liu C, Moseley M E, Bammer R 2005 Magn. Reson. Med. 54 1412

    [39]

    Liu C, Bammer R, Kim D-h, Moseley M E 2004 Magn. Reson. Med. 52 1388

    [40]

    Guo H, Ma X, Zhang Z, Zhang B, Yuan C, Huang F 2016 Magn. Reson. Med. 75 169

    [41]

    Li G, Ma X, Li S, Ye X, Börnert P, Zhou X J, Guo H 2023 Magn. Reson. Med. 90 133

    [42]

    Truong T K, Guidon A 2014 Magn. Reson. Med. 71 790

    [43]

    Hoge W S, Polimeni J R 2016 Magn. Reson. Med. 76 32

    [44]

    McKay J A, Moeller S, Zhang L, Auerbach E J, Nelson M T, Bolan P J 2019 Magn. Reson. Med. 81 2624

    [45]

    Larkman D J, Hajnal J V, Herlihy A H, Coutts G A, Young I R, Ehnholm G 2001 J. Magn. Reson. Imaging 13 313

    [46]

    Setsompop K, Gagoski B A, Polimeni J R, Witzel T, Wedeen V J, Wald L L 2012 Magn. Reson. Med. 67 1210

    [47]

    Barth M, Breuer F, Koopmans P J, Norris D G, Poser B A 2016 Magn. Reson. Med. 75 63

    [48]

    Breuer F A, Blaimer M, Heidemann R M, Mueller M F, Griswold M A, Jakob P M 2005 Magn. Reson. Med. 53 684

    [49]

    Heidemann R M, Porter D A, Anwander A, Feiweier T, Heberlein K, Knösche T R, Turner R 2010 Magn. Reson. Med. 64 9

    [50]

    Frost R, Porter D A, Miller K L, Jezzard P 2012 Magn. Reson. Med. 68 441

    [51]

    Holdsworth S J, Skare S, Newbould R D, Bammer R 2009 Magn. Reson. Med. 62 1629

    [52]

    Bogner W, Pinker-Domenig K, Bickel H, Chmelik M, Weber M, Helbich T H, Trattnig S, Gruber S 2012 Radiology 263 64

    [53]

    Bogner W, Pinker K, Zaric O, Baltzer P, Minarikova L, Porter D, Bago-Horvath Z, Dubsky P, Helbich T H, Trattnig S, Gruber S 2014 Radiology 274 74

    [54]

    Wisner D J, Rogers N, Deshpande V S, Newitt D N, Laub G A, Porter D A, Kornak J, Joe B N, Hylton N M 2014 J. Magn. Reson. Imaging 40 674

    [55]

    Tokoro H, Fujinaga Y, Ohya A, Ueda K, Shiobara A, Kitou Y, Ueda H, Kadoya M 2014 Eur. J. Radiol. 83 1728

    [56]

    Foltz W D, Porter D A, Simeonov A, Aleong A, Jaffray D, Chung P, Han K, Ménard C 2015 Radiother. Oncol. 117 525

    [57]

    Thian Y L, Xie W, Porter D A, Weileng Ang B 2014 Acad. Radiol. 21 531

    [58]

    Yeom K W, Holdsworth S J, Van A T, Iv M, Skare S, Lober R M, Bammer R 2013 Am. J. Roentgenol. 200 W437

    [59]

    Feinberg D A, Oshio K 1994 Magn. Reson. Med. 32 535

    [60]

    Jeong H-K, Gore J C, Anderson A W 2013 Magn. Reson. Med. 69 793

    [61]

    Dai E, Zhang Z, Ma X, Dong Z, Li X, Xiong Y, Yuan C, Guo H 2018 Magn. Reson. Med. 80 2024

    [62]

    Ma X, Zhang Z, Dai E, Guo H 2016 Neuroimage 138 88

    [63]

    Liu W, Zhao X, Ma Y, Tang X, Gao J-H 2016 Magn. Reson. Med. 75 280

    [64]

    Chen N-k, Guidon A, Chang H-C, Song A W 2013 Neuroimage 72 41

    [65]

    Guhaniyogi S, Chu M-L, Chang H-C, Song A W, Chen N-k 2016 Magn. Reson. Med. 75 639

    [66]

    Herbst M, Zahneisen B, Knowles B, Zaitsev M, Ernst T 2015 Magn. Reson. Med. 74 1675

    [67]

    Zhang Z, Huang F, Ma X, Xie S, Guo H 2015 Neuroimage 105 552

    [68]

    Chu M-L, Chang H-C, Chung H-W, Truong T-K, Bashir M R, Chen N-k 2015 Magn. Reson. Med. 74 1336

    [69]

    Hu Y, Levine E G, Tian Q, Moran C J, Wang X, Taviani V, Vasanawala S S, McNab J A, Daniel B A, Hargreaves B L 2019 Magn. Reson. Med. 81 1181

    [70]

    Mani M, Jacob M, Kelley D, Magnotta V 2017 Magn. Reson. Med. 78 494

    [71]

    Mani M, Aggarwal H K, Magnotta V, Jacob M 2020 Magn. Reson. Med. 83 2253

    [72]

    Liao C, Bilgic B, Tian Q, Stockmann J P, Cao X, Fan Q, Iyer S S, Wang F, Ngamsombat C, Lo W-C, Manhard M K, Huang S Y, Wald L L, Setsompop K 2021 Magn. Reson. Med. 86 791

    [73]

    Jenkinson M, Beckmann C F, Behrens T E J, Woolrich M W, Smith S M 2012 Neuroimage 62 782

    [74]

    Andersson J L R, Skare S, Ashburner J 2003 Neuroimage 20 870

    [75]

    Zahneisen B, Aksoy M, Maclaren J, Wuerslin C, Bammer R 2017 Neuroimage 153 97

    [76]

    Setsompop K, Fan Q, Stockmann J, Bilgic B, Huang S, Cauley S F, Nummenmaa A, Wang F, Rathi Y, Witzel T, Wald L L 2018 Magn. Reson. Med. 79 141

    [77]

    Liao C, Yarach U, Cao X, Iyer S S, Wang N, Kim T H, Tian Q, Bilgic B, Kerr A B, Setsompop K 2023 Neuroimage 275 120168

    [78]

    Kim T H, Setsompop K, Haldar J P 2017 Magn. Reson. Med. 77 1021

    [79]

    Dong Y, Koolstra K, Li Z, Riedel M, van Osch M J P, Börnert P 2024 Magn. Reson. Med. 91 205

    [80]

    Dong Y, Atkinson D, Koolstra K, van Osch M J P, Börnert P 2025 Magn. Reson. Med. 93 1059

    [81]

    Bilgic B, Chatnuntawech I, Manhard M K, Tian Q, Liao C, Iyer S S, Cauley S F, Huang S Y, Polimeni J R, Wald L L, Setsompop K 2019 Magn. Reson. Med. 82 1343

    [82]

    Zhang H, Wang C, Chen W, Wang F, Yang Z, Xu S, Wang H 2021 Neuroimage 244 118632

    [83]

    Hu Y, Xu Y, Tian Q, Chen F, Shi X, Moran C J, Daniel B L, Hargreaves B A 2021 Magn. Reson. Med. 85 709

    [84]

    Chung J-Y, In M-H, Oh S-H, Zaitsev M, Speck O, Cho Z-H 2011 Magn. Reson. Mater. Phys. Biol. Med 24 179

    [85]

    In M-H, Posnansky O, Beall E B, Lowe M J, Speck O 2015 PLoS One 10 e0116320

    [86]

    In M-H, Speck O 2012 Magn. Reson. Mater. Phys. Biol. Med 25 183

    [87]

    Oh S-H, Chung J-Y, In M-H, Zaitsev M, Kim Y-B, Speck O, Cho Z-H 2012 Magn. Reson. Med. 68 1239

    [88]

    In M-H, Cho S, Shu Y, Min H-K, Bernstein M A, Speck O, Lee K H, Jo H J 2017 Neuroimage 158 26

    [89]

    Saritas E U, Cunningham C H, Lee J H, Han E T, Nishimura D G 2008 Magn. Reson. Med. 60 468

    [90]

    Wheeler-Kingshott C A M, Hickman S J, Parker G J M, Ciccarelli O, Symms M R, Miller D H, Barker G J 2002 Neuroimage 16 93

    [91]

    Wheeler-Kingshott C A M, Parker G J M, Symms M R, Hickman S J, Tofts P S, Miller D H, Barker G J 2002 Magn. Reson. Med. 47 24

    [92]

    In M-H, Tan E T, Trzasko J D, Shu Y, Kang D, Yarach U, Tao S, Gray E M, Huston Iii J, Bernstein M A 2020 J. Magn. Reson. Imaging 51 296

    [93]

    Hu Z, Wang Y, Dong Z, Guo H 2019 Magn. Reson. Med. 82 251

    [94]

    Li S, Wang Y, Hu Z, Guan L, Hai Y, Zhang H, He L, Jiang W, Guo H 2021 Neuroimage 236 118043

    [95]

    Hu Z, Wang Y, Zhang Z, Zhang J, Zhang H, Guo C, Sun Y, Guo H 2020 Neuroimage 221 117170

    [96]

    Fair M J, Wang F, Dong Z, Reese T G, Setsompop K 2020 Magn. Reson. Med. 83 2124

    [97]

    Fair M J, Liao C, Manhard M K, Setsompop K 2021 Magn. Reson. Med. 85 2417

    [98]

    Wang F, Dong Z, Wald L L, Polimeni J R, Setsompop K 2021 Neuroimage 245 118641

    [99]

    Dong Z, Wang F, Chan K-S, Reese T G, Bilgic B, Marques J P, Setsompop K 2021 Neuroimage 232 117897

    [100]

    Wang F, Dong Z, Reese T G, Rosen B, Wald L L, Setsompop K 2022 Neuroimage 250 118963

    [101]

    Chang H-C, Guhaniyogi S, Chen N-k 2015 Magn. Reson. Med. 73 1872

    [102]

    Frost R, Jezzard P, Douaud G, Clare S, Porter D A, Miller K L 2015 Magn. Reson. Med. 74 136

    [103]

    Dai E, Ma X, Zhang Z, Yuan C, Guo H 2017 Magn. Reson. Med. 77 1593

    [104]

    Zahneisen B, Poser B A, Ernst T, Stenger V A 2014 Magn. Reson. Med. 71 2071

    [105]

    Blaimer M, Breuer F A, Mueller M, Seiberlich N, Ebel D, Heidemann R M, Griswold M A, Jakob P M 2006 Magn. Reson. Med. 56 1359

    [106]

    Herbst M, Deng W, Ernst T, Stenger V A 2017 Magn. Reson. Med. 78 1476

    [107]

    Dong Z, Dai E, Wang F, Zhang Z, Ma X, Yuan C, Guo H 2018 Med. Phys. 45 3196

    [108]

    Mani M, Jacob M, McKinnon G, Yang B, Rutt B, Kerr A, Magnotta V 2020 Magn. Reson. Med. 83 154

    [109]

    Dai E, Mani M, McNab J A 2023 Magn. Reson. Med. 89 95

    [110]

    De Zanche N, Barmet C, Nordmeyer-Massner J A, Pruessmann K P 2008 Magn. Reson. Med. 60 176

    [111]

    Wilm B J, Nagy Z, Barmet C, Vannesjo S J, Kasper L, Haeberlin M, Gross S, Dietrich B E, Brunner D O, Schmid T, Pruessmann K P 2015 Magn. Reson. Med. 74 925

    [112]

    Kasper L, Engel M, Heinzle J, Mueller-Schrader M, Graedel N N, Reber J, Schmid T, Barmet C, Wilm B J, Stephan K E, Pruessmann K P 2022 Neuroimage 246 118738

    [113]

    Wilm B J, Barmet C, Gross S, Kasper L, Vannesjo S J, Haeberlin M, Dietrich B E, Brunner D O, Schmid T, Pruessmann K P 2017 Magn. Reson. Med. 77 83

    [114]

    Fessler J A 2007 J. Magn. Reson. 188 191

    [115]

    Jackson J I, Meyer C H, Nishimura D G, Macovski A 1991 IEEE Trans. Med. Imaging 10 473

    [116]

    Pipe J G, Menon P 1999 Magn. Reson. Med. 41 179

    [117]

    Barnett A H, Magland J, Klinteberg La 2019 SIAM J. Sci. Comput. 41 C479

    [118]

    Lustig M, Pauly J M 2010 Magn. Reson. Med. 64 457

    [119]

    Hestenes M R, Stiefel E 1952 J. Res. Natl. Bur. Stand. 49 409

    [120]

    Qu P, Zhong K, Zhang B, Wang J, Shen G X 2005 Magn. Reson. Med. 54 1040

    [121]

    Samsonov A A, Kholmovski E G, Parker D L, Johnson C R 2004 Magn. Reson. Med. 52 1397

    [122]

    Zhang T, Pauly J M, Vasanawala S S, Lustig M 2013 Magn. Reson. Med. 69 571

    [123]

    Lustig M, Donoho D, Pauly J M 2007 Magn. Reson. Med. 58 1182

    [124]

    Varela‐Mattatall G, Dubovan P I, Santini T, Gilbert K M, Menon R S, Baron C A 2023 Magn. Reson. Med. 90 615

    [125]

    Murphy M, Alley M, Demmel J, Keutzer K, Vasanawala S, Lustig M 2012 IEEE Trans. Med. Imaging 31 1250

    [126]

    Moeller S, Pisharady P K, Ramanna S, Lenglet C, Wu X, Dowdle L, Yacoub E, Uğurbil K, Akçakaya M 2021 Neuroimage 226 117539

    [127]

    Engel M, Mueller L, Döring A, Afzali M, Jones D K 2023 Magn. Reson. Med. 91 1323

    [128]

    Vannesjo S J, Graedel N N, Kasper L, Gross S, Busch J, Haeberlin M, Barmet C, Pruessmann K P 2016 Magn. Reson. Med. 76 45

    [129]

    Kim D H, Adalsteinsson E, Spielman D M 2003 Magn. Reson. Med. 50 214

    [130]

    Lin W, Börnert P, Huang F, Duensing G R, Reykowski A 2011 Magn. Reson. Med. 66 1067

    [131]

    Hu Z, Ma X, Truong T-K, Song A W, Guo H 2017 Magn. Reson. Med. 78 172

    [132]

    Hu Z, Zhang Z, Ma X, Jing J, Guo H 2023 Med. Phys. 50 980

    [133]

    Chu M L, Chang H C, Chung H W, Truong T K, Bashir M R, Chen N K 2015 Magn. Reson. Med. 74 1336

    [134]

    Jiang Y, Li G, Shao X, Guo H 2025 Magn. Reson. Med.

    [135]

    Frost R, Miller K L, Tijssen R H N, Porter D A, Jezzard P 2014 Magn. Reson. Med. 72 1565

    [136]

    Engström M, Skare S 2013 Magn. Reson. Med. 70 1507

    [137]

    Wu W, Poser B A, Douaud G, Frost R, In M-H, Speck O, Koopmans P J, Miller K L 2016 Neuroimage 143 1

    [138]

    Chen X, Wu W, Chiew M 2024 Magn. Reson. Med. 91 2443

    [139]

    Li Z, Miller K L, Chen X, Chiew M, Wu W 2025 IEEE Trans. Med. Imaging 44 632

    [140]

    Li Z, Miller K L, Andersson J L R, Zhang J, Liu S, Guo H, Wu W 2023 Magn. Reson. Med. 90 1484

    [141]

    Moeller S, Ramanna S, Lenglet C, Pisharady P K, Auerbach E J, Delabarre L, Wu X, Akcakaya M, Ugurbil K 2020 Magn. Reson. Med. 84 1747

    [142]

    Chang H-C, Sundman M, Petit L, Guhaniyogi S, Chu M-L, Petty C, Song A W, Chen N-k 2015 Neuroimage 118 667

    [143]

    Dai E, Wu Y, Wu W, Guo R, Liu S, Miller K L, Zhang Z, Guo H 2019 Magn. Reson. Med. 82 1012

    [144]

    Dai E, Liu S, Guo H 2021 Neuroimage 237 118099

    [145]

    Zhang J, Liu S, Dai E, Ye X, Shi D, Wu Y, Lu J, Guo H 2022 Magn. Reson. Med. 87 1546

    [146]

    Liu S, Xiong Y, Dai E, Zhang J, Guo H 2021 Magn. Reson. Med. 86 2780

    [147]

    Liu S, Zhang J, Shi D, Guo H 2023 Magn. Reson. Med. 90 978

    [148]

    Holtrop J, Sutton B 2016 Journal of Medical Imaging 3 023501

    [149]

    Geng R, Zhang Y, Rice J, Muehler M R, Starekova J, Rutkowski D R, Uboha N V, Pirasteh A, Roldán-Alzate A, Guidon A, Hernando D 2023 Magn. Reson. Med. 89 908

    [150]

    Kara D, Liu Y, Chen S, Garrett T, Younis A, Sugawara M, Bolen M A, Bi X, Wazni O, Nakagawa H, Kwon D, Nguyen C 2025 Magn. Reson. Med. 93 673

    [151]

    Molendowska M, Palombo M, Foley K G, Narahari K, Fasano F, Jones D K, Alexander D C, Panagiotaki E, Tax C M W 2024 NMR Biomed. 37 e5229

    [152]

    Dong Y, Koolstra K, Riedel M, van Osch M J P, Börnert P 2021 Magn. Reson. Med. 86 3034

    [153]

    Dong Y, Riedel M, Koolstra K, van Osch M J P, Börnert P 2023 NMR Biomed. 36 e4822

    [154]

    Ramos‐Llordén G, Park D J, Kirsch J E, Scholz A, Keil B, Maffei C, Lee H H, Bilgic B, Edlow B L, Mekkaoui C, Yendiki A, Witzel T, Huang S Y 2024 Magn. Reson. Med. 91 541

    [155]

    Ma R, Akcakaya M, Moeller S, Auerbach E, Ugurbil K, Van de Moortele P F 2020 Neuroimage 216 116861

    [156]

    Zhu A, Tarasek M, Hua Y, Fiveland E, Maier S E, Mazaheri Y, Fung M, Westin C F, Yeo D T, Szczepankiewicz F 2024 Magn. Reson. Med. 91 640

    [157]

    Feinberg D A, Beckett A J S, Vu A T, Stockmann J, Huber L, Ma S, Ahn S, Setsompop K, Cao X, Park S, Liu C, Wald L L, Polimeni J R, Mareyam A, Gruber B, Stirnberg R, Liao C, Yacoub E, Davids M, Bell P, Rummert E, Koehler M, Potthast A, Gonzalez-Insua I, Stocker S, Gunamony S, Dietz P 2023 Nature Methods 20 2048

    [158]

    Huang S Y, Witzel T, Keil B, Scholz A, Davids M, Dietz P, Rummert E, Ramb R, Kirsch J E, Yendiki A, Fan Q, Tian Q, Ramos-Llordén G, Lee H-H, Nummenmaa A, Bilgic B, Setsompop K, Wang F, Avram A V, Komlosh M, Benjamini D, Magdoom K N, Pathak S, Schneider W, Novikov D S, Fieremans E, Tounekti S, Mekkaoui C, Augustinack J, Berger D, Shapson-Coe A, Lichtman J, Basser P J, Wald L L, Rosen B R 2021 Neuroimage 243 118530

    [159]

    Foo T K, Tan E T, Vermilyea M E, Hua Y, Fiveland E W, Piel J E, Park K, Ricci J, Thompson P S, Graziani D 2020 Magn. Reson. Med. 83 2356

    [160]

    Setsompop K, Kimmlingen R, Eberlein E, Witzel T, Cohen-Adad J, McNab J A, Keil B, Tisdall M D, Hoecht P, Dietz P, Cauley S F, Tountcheva V, Matschl V, Lenz V H, Heberlein K, Potthast A, Thein H, Van Horn J, Toga A, Schmitt F, Lehne D, Rosen B R, Wedeen V, Wald L L 2013 Neuroimage 80 220

    [161]

    Fan Q, Witzel T, Nummenmaa A, Van Dijk K R A, Van Horn J D, Drews M K, Somerville L H, Sheridan M A, Santillana R M, Snyder J, Hedden T, Shaw E E, Hollinshead M O, Renvall V, Zanzonico R, Keil B, Cauley S, Polimeni J R, Tisdall D, Buckner R L, Wedeen V J, Wald L L, Toga A W, Rosen B R 2016 Neuroimage 124 1108

    [162]

    Dai E, Zhu A, Yang G K, Quah K, Tan E T, Fiveland E, Foo T K, McNab J A 2023 Neuroimage 279 120328

    [163]

    Pohmann R, Speck O, Scheffler K 2016 Magn. Reson. Med. 75 801

    [164]

    Wu X, Auerbach E J, Vu A T, Moeller S, Lenglet C, Schmitter S, Van de Moortele P F, Yacoub E, Uğurbil K 2018 Magn. Reson. Med. 80 1857

    [165]

    Shao X, Zhang Z, Ma X, Liu F, Guo H, Ugurbil K, Wu X 2025 Magn. Reson. Med. 93 1238

    [166]

    Koopmans P J, Boyacioğlu R, Barth M, Norris D G 2012 Neuroimage 62 1939

    [167]

    Wei Z, Chen Q, Han S, Zhang S, Zhang N, Zhang L, Wang H, He Q, Cao P, Zhang X, Liang D, Liu X, Li Y, Zheng H 2023 Quant. Imaging Med. Surg. 13 3222

    [168]

    Ma Y, Bruce I P, Yeh C-H, Petrella J R, Song A W, Truong T-K 2023 Neuroimage 270 119993

    [169]

    Feizollah S, Tardif C L 2023 Neuroimage 274 120159

    [170]

    Qin Q 2012 Magn. Reson. Imaging 30 1134

    [171]

    Lee Y, Wilm B J, Brunner D O, Gross S, Schmid T, Nagy Z, Pruessmann K P 2021 Magn. Reson. Med. 85 1924

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