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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$\rm T_2/T_2^*$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)的结合能够缩短采集时间, 本文对此类技术进行简要介绍. 相较于EPI, 螺旋 (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. 在螺旋成像部分, 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 $\rm T_2/T_2^*$ decay, leading to geometric distortion, low signal-to-noise ratio (SNR), etc. To solve these problems, researchers have developed more advanced high-resolution diffusion MRI techniques. This article comprehensively reviews 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 can shorten scan time, which is also briefly discussed in this article. Compared with EPI, spiral imaging offers higher SNR and sampling efficiency but is more sensitive to B0 inhomogeneity. In the spiral imaging section, we review single-shot spiral DWI 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.
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Keywords:
- diffusion magnetic resonance imaging /
- echo-planer imaging /
- spiral imaging /
- simultaneous multi-slice imaging /
- high-resolution /
- high-fidelity
[1] Basser P J, Mattiello J, LeBihan D 1994 Biophys. J. 66 259
Google Scholar
[2] Mansfield P 1977 J. Phys. C: Solid State Phys. 10 L55
Google Scholar
[3] Meyer C H, Hu B S, Nishimura D G, Macovski A 1992 Magn. Reson. Med. 28 202
Google Scholar
[4] Hennig J, Nauerth A, Friedburg H 1986 Magn. Reson. Med. 3 823
Google Scholar
[5] Pipe J G 1999 Magn. Reson. Med. 42 963
Google Scholar
[6] Holdsworth S J, O'Halloran R, Setsompop K 2019 NMR Biomed. 32 e4056
Google Scholar
[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
Google Scholar
[8] Sodickson D K, Manning W J 1997 Magn. Reson. Med. 38 591
Google Scholar
[9] Pruessmann K P, Weiger M, Scheidegger M B, Boesiger P 1999 Magn. Reson. Med. 42 952
Google Scholar
[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
Google Scholar
[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
Google Scholar
[13] Van Essen D C, Smith S M, Barch D M, Behrens T E J, Yacoub E, Ugurbil K 2013 Neuroimage 80 62
Google Scholar
[14] Holdsworth S J, Skare S, Newbould R D, Guzmann R, Blevins N H, Bammer R 2008 Eur. J. Radiol. 65 36
Google Scholar
[15] Porter D A, Heidemann R M 2009 Magn. Reson. Med. 62 468
Google Scholar
[16] Robson M D, Anderson A W, Gore J C 1997 Magn. Reson. Med. 38 82
Google Scholar
[17] Butts K, Riederer S J, Ehman R L, Thompson R M, Jack C R 1994 Magn. Reson. Med. 31 67
Google Scholar
[18] Butts K, Pauly J, De Crespigny A, Moseley M 1997 Magn. Reson. Med. 38 741
Google Scholar
[19] Butts K, de Crespigny A, Pauly J M, Moseley M 1996 Magn. Reson. Med. 35 763
Google Scholar
[20] Zhang Z, Zhang B, Li M, Liang X, Chen X D, Liu R Y, Zhang X, Guo H 2017 J. Magn. Reson. Imaging 46 167
Google Scholar
[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
Google Scholar
[23] Robson M D, Gore J C, Constable R T 1997 Magn. Reson. Med. 38 733
Google Scholar
[24] In M H, Posnansky O, Speck O 2017 Neuroimage 148 20
Google Scholar
[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
Google Scholar
[26] Mansfield P 1984 Magn. Reson. Med. 1 370
Google Scholar
[27] Wang F Y X, Dong Z J, Reese T G, Bilgic B, Katherine Manhard M, Chen J, Polimeni J R, Wald L L, Setsompop K 2019 Magn. Reson. Med. 81 3599
Google Scholar
[28] Dong Z J, Wang F Y X, Reese T G, Bilgic B, Setsompop K 2020 Magn. Reson. Med. 84 2442
Google Scholar
[29] Dai E P, Lee P K, Dong Z J, Fu F, Setsompop K, McNab J A 2022 IEEE Trans. Med. Imaging 41 63
Google Scholar
[30] Dong Z J, Wang F, Wald L, Setsompop K 2022 Magn. Reson. Med. 88 164
Google Scholar
[31] Dong Z J, Reese T G, Lee H H, Huang S Y, Polimeni J R, Wald L L, Wang F 2025 Magn. Reson. Med. 93 1535
Google Scholar
[32] Lee Y, Wilm B J, Brunner D O, Gross S, Schmid T, Nagy Z, Pruessmann K P 2021 Magn. Reson. Med. 85 1924
Google Scholar
[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
Google Scholar
[34] Varela-Mattatall G, Dubovan P I, Santini T, Gilbert K M, Menon R S, Baron C A 2023 Magn. Reson. Med. 90 615
Google Scholar
[35] Wilm B J, Hennel F, Roesler M B, Weiger M, Pruessmann K P 2020 Magn. Reson. Med. 84 3117
Google Scholar
[36] Pruessmann K P, Weiger M, Börnert P, Boesiger P 2001 Magn. Reson. Med. 46 638
Google Scholar
[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
Google Scholar
[38] Liu C, Moseley M E, Bammer R 2005 Magn. Reson. Med. 54 1412
Google Scholar
[39] Liu C, Bammer R, Kim D-h, Moseley M E 2004 Magn. Reson. Med. 52 1388
Google Scholar
[40] Guo H, Ma X D, Zhang Z, Zhang B D, Yuan C, Huang F 2016 Magn. Reson. Med. 75 169
Google Scholar
[41] Li G Q, Ma X D, Li S S, Ye X Y, Börnert P, Zhou X J, Guo H 2023 Magn. Reson. Med. 90 133
Google Scholar
[42] Truong T K, Guidon A 2014 Magn. Reson. Med. 71 790
Google Scholar
[43] Hoge W S, Polimeni J R 2016 Magn. Reson. Med. 76 32
Google Scholar
[44] McKay J A, Moeller S, Zhang L, Auerbach E J, Nelson M T, Bolan P J 2019 Magn. Reson. Med. 81 2624
Google Scholar
[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
Google Scholar
[46] Setsompop K, Gagoski B A, Polimeni J R, Witzel T, Wedeen V J, Wald L L 2012 Magn. Reson. Med. 67 1210
Google Scholar
[47] Barth M, Breuer F, Koopmans P J, Norris D G, Poser B A 2016 Magn. Reson. Med. 75 63
Google Scholar
[48] Breuer F A, Blaimer M, Heidemann R M, Mueller M F, Griswold M A, Jakob P M 2005 Magn. Reson. Med. 53 684
Google Scholar
[49] Heidemann R M, Porter D A, Anwander A, Feiweier T, Heberlein K, Knösche T R, Turner R 2010 Magn. Reson. Med. 64 9
Google Scholar
[50] Frost R, Porter D A, Miller K L, Jezzard P 2012 Magn. Reson. Med. 68 441
Google Scholar
[51] Holdsworth S J, Skare S, Newbould R D, Bammer R 2009 Magn. Reson. Med. 62 1629
Google Scholar
[52] Bogner W, Pinker-Domenig K, Bickel H, Chmelik M, Weber M, Helbich T H, Trattnig S, Gruber S 2012 Radiology 263 64
Google Scholar
[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
Google Scholar
[55] Tokoro H, Fujinaga Y, Ohya A, Ueda K, Shiobara A, Kitou Y, Ueda H, Kadoya M 2014 Eur. J. Radiol. 83 1728
Google Scholar
[56] Foltz W D, Porter D A, Simeonov A, Aleong A, Jaffray D, Chung P, Han K, Ménard C 2015 Radiother. Oncol. 117 525
Google Scholar
[57] Thian Y L, Xie W, Porter D A, Weileng Ang B 2014 Acad. Radiol. 21 531
Google Scholar
[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
Google Scholar
[59] Feinberg D A, Oshio K 1994 Magn. Reson. Med. 32 535
Google Scholar
[60] Jeong H K, Gore J C, Anderson A W 2013 Magn. Reson. Med. 69 793
Google Scholar
[61] Dai E P, Zhang Z, Ma X D, Dong Z J, Li X S, Xiong Y H, Yuan C, Guo H 2018 Magn. Reson. Med. 80 2024
Google Scholar
[62] Ma X D, Zhang Z, Dai E P, Guo H 2016 Neuroimage 138 88
Google Scholar
[63] Liu W T, Zhao X N, Ma Y J, Tang X, Gao J H 2016 Magn. Reson. Med. 75 280
Google Scholar
[64] Chen N K, Guidon A, Chang H C, Song A W 2013 Neuroimage 72 41
Google Scholar
[65] Guhaniyogi S, Chu M L, Chang H C, Song A W, Chen N K 2016 Magn. Reson. Med. 75 639
Google Scholar
[66] Herbst M, Zahneisen B, Knowles B, Zaitsev M, Ernst T 2015 Magn. Reson. Med. 74 1675
Google Scholar
[67] Zhang Z, Huang F, Ma X, Xie S, Guo H 2015 Neuroimage 105 552
Google Scholar
[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
Google Scholar
[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
Google Scholar
[70] Mani M, Jacob M, Kelley D, Magnotta V 2017 Magn. Reson. Med. 78 494
Google Scholar
[71] Mani M, Aggarwal H K, Magnotta V, Jacob M 2020 Magn. Reson. Med. 83 2253
Google Scholar
[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
Google Scholar
[73] Jenkinson M, Beckmann C F, Behrens T E J, Woolrich M W, Smith S M 2012 Neuroimage 62 782
Google Scholar
[74] Andersson J L R, Skare S, Ashburner J 2003 Neuroimage 20 870
Google Scholar
[75] Zahneisen B, Aksoy M, Maclaren J, Wuerslin C, Bammer R 2017 Neuroimage 153 97
Google Scholar
[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
Google Scholar
[77] Liao C Y, Yarach U, Cao X Z, Iyer S S, Wang N, Kim T H, Tian Q Y, Bilgic B, Kerr A B, Setsompop K 2023 Neuroimage 275 120168
Google Scholar
[78] Kim T H, Setsompop K, Haldar J P 2017 Magn. Reson. Med. 77 1021
Google Scholar
[79] Dong Y, Koolstra K, Li Z, Riedel M, van Osch M J P, Börnert P 2024 Magn. Reson. Med. 91 205
Google Scholar
[80] Dong Y, Atkinson D, Koolstra K, van Osch M J P, Börnert P 2025 Magn. Reson. Med. 93 1059
Google Scholar
[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
Google Scholar
[82] Zhang H, Wang C Y, Chen W B, Wang F W, Yang Z D, Xu S, Wang H 2021 Neuroimage 244 118632
Google Scholar
[83] Hu Y X, Xu Y Y, Tian Q Y, Chen F Y, Shi X W, Moran C J, Daniel B L, Hargreaves B A 2021 Magn. Reson. Med. 85 709
Google Scholar
[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
Google Scholar
[85] In M H, Posnansky O, Beall E B, Lowe M J, Speck O 2015 PLoS One 10 e0116320
Google Scholar
[86] In M H, Speck O 2012 Magn. Reson. Mater. Phys. Biol. Med. 25 183
Google Scholar
[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
Google Scholar
[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
Google Scholar
[89] Saritas E U, Cunningham C H, Lee J H, Han E T, Nishimura D G 2008 Magn. Reson. Med. 60 468
Google Scholar
[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
Google Scholar
[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
Google Scholar
[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
Google Scholar
[93] Hu Z X, Wang Y S, Dong Z J, Guo H 2019 Magn. Reson. Med. 82 251
Google Scholar
[94] Li S S, Wang Y S, Hu Z X, Guan L, Hai Y, Zhang H W, He L, Jiang W, Guo H 2021 Neuroimage 236 118043
Google Scholar
[95] Hu Z X, Wang Y S, Zhang Z, Zhang J J, Zhang H M, Guo C J, Sun Y J, Guo H 2020 Neuroimage 221 117170
Google Scholar
[96] Fair M J, Wang F, Dong Z J, Reese T G, Setsompop K 2020 Magn. Reson. Med. 83 2124
Google Scholar
[97] Fair M J, Liao C, Manhard M K, Setsompop K 2021 Magn. Reson. Med. 85 2417
Google Scholar
[98] Wang F, Dong Z J, Wald L L, Polimeni J R, Setsompop K 2021 Neuroimage 245 118641
Google Scholar
[99] Dong Z J, Wang F, Chan K S, Reese T G, Bilgic B, Marques J P, Setsompop K 2021 Neuroimage 232 117897
Google Scholar
[100] Wang F, Dong Z J, Reese T G, Rosen B, Wald L L, Setsompop K 2022 Neuroimage 250 118963
Google Scholar
[101] Chang H C, Guhaniyogi S, Chen N K 2015 Magn. Reson. Med. 73 1872
Google Scholar
[102] Frost R, Jezzard P, Douaud G, Clare S, Porter D A, Miller K L 2015 Magn. Reson. Med. 74 136
Google Scholar
[103] Dai E P, Ma X D, Zhang Z, Yuan C, Guo H 2017 Magn. Reson. Med. 77 1593
Google Scholar
[104] Zahneisen B, Poser B A, Ernst T, Stenger V A 2014 Magn. Reson. Med. 71 2071
Google Scholar
[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
Google Scholar
[106] Herbst M, Deng W, Ernst T, Stenger V A 2017 Magn. Reson. Med. 78 1476
Google Scholar
[107] Dong Z J, Dai E P, Wang F Y, Zhang Z, Ma X D, Yuan C, Guo H 2018 Med. Phys. 45 3196
Google Scholar
[108] Mani M, Jacob M, McKinnon G, Yang B, Rutt B, Kerr A, Magnotta V 2020 Magn. Reson. Med. 83 154
Google Scholar
[109] Dai E P, Mani M, McNab J A 2023 Magn. Reson. Med. 89 95
Google Scholar
[110] De Zanche N, Barmet C, Nordmeyer-Massner J A, Pruessmann K P 2008 Magn. Reson. Med. 60 176
Google Scholar
[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
Google Scholar
[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
Google Scholar
[113] Fessler J A 2007 J. Magn. Reson. 188 191
Google Scholar
[114] Jackson J I, Meyer C H, Nishimura D G, Macovski A 1991 IEEE Trans. Med. Imaging 10 473
Google Scholar
[115] Pipe J G, Menon P 1999 Magn. Reson. Med. 41 179
Google Scholar
[116] Barnett A H, Magland J, Klinteberg L A 2019 SIAM J. Sci. Comput. 41 C479
Google Scholar
[117] Lustig M, Pauly J M 2010 Magn. Reson. Med. 64 457
Google Scholar
[118] Hestenes M R, Stiefel E 1952 J. Res. Natl. Bur. Stand. 49 409
Google Scholar
[119] Qu P, Zhong K, Zhang B D, Wang J M, Shen G X 2005 Magn. Reson. Med. 54 1040
Google Scholar
[120] Samsonov A A, Kholmovski E G, Parker D L, Johnson C R 2004 Magn. Reson. Med. 52 1397
Google Scholar
[121] Zhang T, Pauly J M, Vasanawala S S, Lustig M 2013 Magn. Reson. Med. 69 571
Google Scholar
[122] Lustig M, Donoho D, Pauly J M 2007 Magn. Reson. Med. 58 1182
Google Scholar
[123] Murphy M, Alley M, Demmel J, Keutzer K, Vasanawala S, Lustig M 2012 IEEE Trans. Med. Imaging 31 1250
Google Scholar
[124] Moeller S, Pisharady P K, Ramanna S, Lenglet C, Wu X, Dowdle L, Yacoub E, Uğurbil K, Akçakaya M 2021 Neuroimage 226 117539
Google Scholar
[125] Engel M, Mueller L, Döring A, Afzali M, Jones D K 2023 Magn. Reson. Med. 91 1323
[126] 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
Google Scholar
[127] Kim D H, Adalsteinsson E, Spielman D M 2003 Magn. Reson. Med. 50 214
Google Scholar
[128] Lin W, Börnert P, Huang F, Duensing G R, Reykowski A 2011 Magn. Reson. Med. 66 1067
Google Scholar
[129] Hu Z X, Ma X D, Truong T K, Song A W, Guo H 2017 Magn. Reson. Med. 78 172
Google Scholar
[130] Hu Z X, Zhang Z, Ma X D, Jing J, Guo H 2023 Med. Phys. 50 980
Google Scholar
[131] Jiang Y C, Li G Q, Shao X, Guo H 2025 Magn. Reson. Med. 94 73
Google Scholar
[132] Frost R, Miller K L, Tijssen R H N, Porter D A, Jezzard P 2014 Magn. Reson. Med. 72 1565
Google Scholar
[133] Engström M, Skare S 2013 Magn. Reson. Med. 70 1507
Google Scholar
[134] Wu W, Poser B A, Douaud G, Frost R, In M-H, Speck O, Koopmans P J, Miller K L 2016 Neuroimage 143 1
Google Scholar
[135] Chen X, Wu W C, Chiew M 2024 Magn. Reson. Med. 91 2443
Google Scholar
[136] Li Z Y, Miller K L, Chen X, Chiew M, Wu W C 2025 IEEE Trans. Med. Imaging 44 632
Google Scholar
[137] Li Z Y, Miller K L, Andersson J L R, Zhang J Y, Liu S M, Guo H, Wu W C 2023 Magn. Reson. Med. 90 1484
Google Scholar
[138] 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
Google Scholar
[139] Chang H C, Sundman M, Petit L, Guhaniyogi S, Chu M L, Petty C, Song A W, Chen N K 2015 Neuroimage 118 667
Google Scholar
[140] Dai E P, Wu Y, Wu W C, Guo R, Liu S M, Miller K L, Zhang Z, Guo H 2019 Magn. Reson. Med. 82 1012
Google Scholar
[141] Dai E P, Liu S M, Guo H 2021 Neuroimage 237 118099
Google Scholar
[142] Zhang J Y, Liu S M, Dai E P, Ye X Y, Shi D W, Wu Y, Lu J, Guo H 2022 Magn. Reson. Med. 87 1546
Google Scholar
[143] Liu S M, Xiong Y H, Dai E P, Zhang J Y, Guo H 2021 Magn. Reson. Med. 86 2780
Google Scholar
[144] Liu S M, Zhang J Y, Shi D W, Guo H 2023 Magn. Reson. Med. 90 978
Google Scholar
[145] Holtrop J, Sutton B 2016 Journal of Medical Imaging 3 023501
Google Scholar
[146] 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
Google Scholar
[147] 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
Google Scholar
[148] 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
Google Scholar
[149] Dong Y, Koolstra K, Riedel M, van Osch M J P, Börnert P 2021 Magn. Reson. Med. 86 3034
Google Scholar
[150] Dong Y, Riedel M, Koolstra K, van Osch M J P, Börnert P 2023 NMR Biomed. 36 e4822
Google Scholar
[151] 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
Google Scholar
[152] Ma R, Akcakaya M, Moeller S, Auerbach E, Ugurbil K, Van de Moortele P F 2020 Neuroimage 216 116861
Google Scholar
[153] 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
Google Scholar
[154] 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 Nat. Methods 20 2048
Google Scholar
[155] 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
Google Scholar
[156] 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
Google Scholar
[157] 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
Google Scholar
[158] 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
Google Scholar
[159] Dai E P, Zhu A, Yang G K, Quah K, Tan E T, Fiveland E, Foo T K, McNab J A 2023 Neuroimage 279 120328
Google Scholar
[160] Pohmann R, Speck O, Scheffler K 2016 Magn. Reson. Med. 75 801
Google Scholar
[161] 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
Google Scholar
[162] Shao X, Zhang Z, Ma X D, Liu F, Guo H, Ugurbil K, Wu X P 2025 Magn. Reson. Med. 93 1238
Google Scholar
[163] Koopmans P J, Boyacioğlu R, Barth M, Norris D G 2012 Neuroimage 62 1939
Google Scholar
[164] Wei Z D, Chen Q Y, Han S H, Zhang S H, Zhang N, Zhang L, Wang H N, He Q, Cao P, Zhang X L, Liang D, Liu X, Li Y, Zheng H R 2023 Quant. Imaging Med. Surg. 13 3222
Google Scholar
[165] Ma Y, Bruce I P, Yeh C H, Petrella J R, Song A W, Truong T-K 2023 Neuroimage 270 119993
Google Scholar
[166] Feizollah S, Tardif C L 2023 Neuroimage 274 120159
Google Scholar
[167] Qin Q 2012 Magn. Reson. Imaging 30 1134
Google Scholar
-
图 2 4次激发EPI DWI相位校正前(a)后(b)的对比
Fig. 2. The comparison of 4-shot EPI diffusion-weighted images before (a) and after (b) motion-induced phase correction.
图 3 RS-EPI DWI的序列图和k空间轨迹
Fig. 3. The pulse sequence diagram and k-space trajectory of RS-EPI DWI.
图 4 iEPI DWI的序列图和k空间轨迹
Fig. 4. The pulse sequence diagram and k-space trajectory of iEPI DWI.
图 5 ss-EPI和不同激发次数的ms-EPI的对比
Fig. 5. The comparison of ss-EPI and ms-EPI with different shot numbers.
图 6 变形CAIPI PSF-EPI的序列图和信号采集模式
Fig. 6. The pulse sequence diagram and data sampling pattern of tilted CAIPI PSF-EPI.
图 7 iEPI, PSF-EPI和TSE在颅底成像的对比
Fig. 7. The comparison of iEPI, PSF-EPI, and turbo spin-echo imaging in skull base.
图 9 高倍降采的ss-spiral采集的亚毫米级高分辨率扩散成像结果, 层内分辨率为0.77 mm ×0.77 mm, 从上至下分别显示了6个具有代表性层面的b = 0图像、b = 1000 s/mm2的DWI图像、平均DWI和彩色FA图, 放大显示了小脑、脑桥、放射冠和颞叶等部位的精细结构
Fig. 9. Results of submillimeter high-resolution diffusion imaging obtained from a ss-spiral acquisition with a high under-sampling rate. The in-plane resolution is 0.77 mm×0.77 mm, from top to bottom, the figure displays b= 0 images, DWI images with b = 1000 s/mm², mean DWI, and color FA maps for six representative slices. Enlarged views highlight fine structures in the cerebellum, pons, corona radiata, and temporal lobe.
图 10 ms-spiral DWI相位误差示意图. 施加扩散梯度会引起各次激发的相位不一致, 直接重建得到的图像会存在严重的混叠伪影
Fig. 10. Schematic diagram of phase errors in ms-spiral DWI, applying diffusion gradients induces phase variations between shots, leading to severe aliasing artifacts in images reconstructed directly.
图 11 VDS, DDS, UDS轨迹的示意图, VDS的采样密度随螺旋半径增大而减小, DDS在k空间中心很高的采样密度, 在中心周围密度较低, UDS在整个k空间的采样密度保持一致
Fig. 11. Schematic diagrams of VDS, DDS, and UDS trajectories, the sampling density of VDS decreases as the spiral radius increases, while DDS exhibits a very high sampling density at the center of k-space with lower density in the surrounding areas, UDS maintains a consistent sampling density throughout the entire k-space.
图 12 同时激发2个层面的6次激发螺旋扩散成像结果, 从上至下分别为b = 0图像、b = 800 s/mm2扩散图像、平均DWI图像和彩色FA图
Fig. 12. Results of 6-shot spiral diffusion imaging with simultaneous excitation of two slices. From top to bottom: b = 0 images, b = 800 s/mm² diffusion images, mean DWI images, and color FA maps.
-
[1] Basser P J, Mattiello J, LeBihan D 1994 Biophys. J. 66 259
Google Scholar
[2] Mansfield P 1977 J. Phys. C: Solid State Phys. 10 L55
Google Scholar
[3] Meyer C H, Hu B S, Nishimura D G, Macovski A 1992 Magn. Reson. Med. 28 202
Google Scholar
[4] Hennig J, Nauerth A, Friedburg H 1986 Magn. Reson. Med. 3 823
Google Scholar
[5] Pipe J G 1999 Magn. Reson. Med. 42 963
Google Scholar
[6] Holdsworth S J, O'Halloran R, Setsompop K 2019 NMR Biomed. 32 e4056
Google Scholar
[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
Google Scholar
[8] Sodickson D K, Manning W J 1997 Magn. Reson. Med. 38 591
Google Scholar
[9] Pruessmann K P, Weiger M, Scheidegger M B, Boesiger P 1999 Magn. Reson. Med. 42 952
Google Scholar
[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
Google Scholar
[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
Google Scholar
[13] Van Essen D C, Smith S M, Barch D M, Behrens T E J, Yacoub E, Ugurbil K 2013 Neuroimage 80 62
Google Scholar
[14] Holdsworth S J, Skare S, Newbould R D, Guzmann R, Blevins N H, Bammer R 2008 Eur. J. Radiol. 65 36
Google Scholar
[15] Porter D A, Heidemann R M 2009 Magn. Reson. Med. 62 468
Google Scholar
[16] Robson M D, Anderson A W, Gore J C 1997 Magn. Reson. Med. 38 82
Google Scholar
[17] Butts K, Riederer S J, Ehman R L, Thompson R M, Jack C R 1994 Magn. Reson. Med. 31 67
Google Scholar
[18] Butts K, Pauly J, De Crespigny A, Moseley M 1997 Magn. Reson. Med. 38 741
Google Scholar
[19] Butts K, de Crespigny A, Pauly J M, Moseley M 1996 Magn. Reson. Med. 35 763
Google Scholar
[20] Zhang Z, Zhang B, Li M, Liang X, Chen X D, Liu R Y, Zhang X, Guo H 2017 J. Magn. Reson. Imaging 46 167
Google Scholar
[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
Google Scholar
[23] Robson M D, Gore J C, Constable R T 1997 Magn. Reson. Med. 38 733
Google Scholar
[24] In M H, Posnansky O, Speck O 2017 Neuroimage 148 20
Google Scholar
[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
Google Scholar
[26] Mansfield P 1984 Magn. Reson. Med. 1 370
Google Scholar
[27] Wang F Y X, Dong Z J, Reese T G, Bilgic B, Katherine Manhard M, Chen J, Polimeni J R, Wald L L, Setsompop K 2019 Magn. Reson. Med. 81 3599
Google Scholar
[28] Dong Z J, Wang F Y X, Reese T G, Bilgic B, Setsompop K 2020 Magn. Reson. Med. 84 2442
Google Scholar
[29] Dai E P, Lee P K, Dong Z J, Fu F, Setsompop K, McNab J A 2022 IEEE Trans. Med. Imaging 41 63
Google Scholar
[30] Dong Z J, Wang F, Wald L, Setsompop K 2022 Magn. Reson. Med. 88 164
Google Scholar
[31] Dong Z J, Reese T G, Lee H H, Huang S Y, Polimeni J R, Wald L L, Wang F 2025 Magn. Reson. Med. 93 1535
Google Scholar
[32] Lee Y, Wilm B J, Brunner D O, Gross S, Schmid T, Nagy Z, Pruessmann K P 2021 Magn. Reson. Med. 85 1924
Google Scholar
[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
Google Scholar
[34] Varela-Mattatall G, Dubovan P I, Santini T, Gilbert K M, Menon R S, Baron C A 2023 Magn. Reson. Med. 90 615
Google Scholar
[35] Wilm B J, Hennel F, Roesler M B, Weiger M, Pruessmann K P 2020 Magn. Reson. Med. 84 3117
Google Scholar
[36] Pruessmann K P, Weiger M, Börnert P, Boesiger P 2001 Magn. Reson. Med. 46 638
Google Scholar
[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
Google Scholar
[38] Liu C, Moseley M E, Bammer R 2005 Magn. Reson. Med. 54 1412
Google Scholar
[39] Liu C, Bammer R, Kim D-h, Moseley M E 2004 Magn. Reson. Med. 52 1388
Google Scholar
[40] Guo H, Ma X D, Zhang Z, Zhang B D, Yuan C, Huang F 2016 Magn. Reson. Med. 75 169
Google Scholar
[41] Li G Q, Ma X D, Li S S, Ye X Y, Börnert P, Zhou X J, Guo H 2023 Magn. Reson. Med. 90 133
Google Scholar
[42] Truong T K, Guidon A 2014 Magn. Reson. Med. 71 790
Google Scholar
[43] Hoge W S, Polimeni J R 2016 Magn. Reson. Med. 76 32
Google Scholar
[44] McKay J A, Moeller S, Zhang L, Auerbach E J, Nelson M T, Bolan P J 2019 Magn. Reson. Med. 81 2624
Google Scholar
[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
Google Scholar
[46] Setsompop K, Gagoski B A, Polimeni J R, Witzel T, Wedeen V J, Wald L L 2012 Magn. Reson. Med. 67 1210
Google Scholar
[47] Barth M, Breuer F, Koopmans P J, Norris D G, Poser B A 2016 Magn. Reson. Med. 75 63
Google Scholar
[48] Breuer F A, Blaimer M, Heidemann R M, Mueller M F, Griswold M A, Jakob P M 2005 Magn. Reson. Med. 53 684
Google Scholar
[49] Heidemann R M, Porter D A, Anwander A, Feiweier T, Heberlein K, Knösche T R, Turner R 2010 Magn. Reson. Med. 64 9
Google Scholar
[50] Frost R, Porter D A, Miller K L, Jezzard P 2012 Magn. Reson. Med. 68 441
Google Scholar
[51] Holdsworth S J, Skare S, Newbould R D, Bammer R 2009 Magn. Reson. Med. 62 1629
Google Scholar
[52] Bogner W, Pinker-Domenig K, Bickel H, Chmelik M, Weber M, Helbich T H, Trattnig S, Gruber S 2012 Radiology 263 64
Google Scholar
[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
Google Scholar
[55] Tokoro H, Fujinaga Y, Ohya A, Ueda K, Shiobara A, Kitou Y, Ueda H, Kadoya M 2014 Eur. J. Radiol. 83 1728
Google Scholar
[56] Foltz W D, Porter D A, Simeonov A, Aleong A, Jaffray D, Chung P, Han K, Ménard C 2015 Radiother. Oncol. 117 525
Google Scholar
[57] Thian Y L, Xie W, Porter D A, Weileng Ang B 2014 Acad. Radiol. 21 531
Google Scholar
[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
Google Scholar
[59] Feinberg D A, Oshio K 1994 Magn. Reson. Med. 32 535
Google Scholar
[60] Jeong H K, Gore J C, Anderson A W 2013 Magn. Reson. Med. 69 793
Google Scholar
[61] Dai E P, Zhang Z, Ma X D, Dong Z J, Li X S, Xiong Y H, Yuan C, Guo H 2018 Magn. Reson. Med. 80 2024
Google Scholar
[62] Ma X D, Zhang Z, Dai E P, Guo H 2016 Neuroimage 138 88
Google Scholar
[63] Liu W T, Zhao X N, Ma Y J, Tang X, Gao J H 2016 Magn. Reson. Med. 75 280
Google Scholar
[64] Chen N K, Guidon A, Chang H C, Song A W 2013 Neuroimage 72 41
Google Scholar
[65] Guhaniyogi S, Chu M L, Chang H C, Song A W, Chen N K 2016 Magn. Reson. Med. 75 639
Google Scholar
[66] Herbst M, Zahneisen B, Knowles B, Zaitsev M, Ernst T 2015 Magn. Reson. Med. 74 1675
Google Scholar
[67] Zhang Z, Huang F, Ma X, Xie S, Guo H 2015 Neuroimage 105 552
Google Scholar
[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
Google Scholar
[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
Google Scholar
[70] Mani M, Jacob M, Kelley D, Magnotta V 2017 Magn. Reson. Med. 78 494
Google Scholar
[71] Mani M, Aggarwal H K, Magnotta V, Jacob M 2020 Magn. Reson. Med. 83 2253
Google Scholar
[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
Google Scholar
[73] Jenkinson M, Beckmann C F, Behrens T E J, Woolrich M W, Smith S M 2012 Neuroimage 62 782
Google Scholar
[74] Andersson J L R, Skare S, Ashburner J 2003 Neuroimage 20 870
Google Scholar
[75] Zahneisen B, Aksoy M, Maclaren J, Wuerslin C, Bammer R 2017 Neuroimage 153 97
Google Scholar
[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
Google Scholar
[77] Liao C Y, Yarach U, Cao X Z, Iyer S S, Wang N, Kim T H, Tian Q Y, Bilgic B, Kerr A B, Setsompop K 2023 Neuroimage 275 120168
Google Scholar
[78] Kim T H, Setsompop K, Haldar J P 2017 Magn. Reson. Med. 77 1021
Google Scholar
[79] Dong Y, Koolstra K, Li Z, Riedel M, van Osch M J P, Börnert P 2024 Magn. Reson. Med. 91 205
Google Scholar
[80] Dong Y, Atkinson D, Koolstra K, van Osch M J P, Börnert P 2025 Magn. Reson. Med. 93 1059
Google Scholar
[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
Google Scholar
[82] Zhang H, Wang C Y, Chen W B, Wang F W, Yang Z D, Xu S, Wang H 2021 Neuroimage 244 118632
Google Scholar
[83] Hu Y X, Xu Y Y, Tian Q Y, Chen F Y, Shi X W, Moran C J, Daniel B L, Hargreaves B A 2021 Magn. Reson. Med. 85 709
Google Scholar
[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
Google Scholar
[85] In M H, Posnansky O, Beall E B, Lowe M J, Speck O 2015 PLoS One 10 e0116320
Google Scholar
[86] In M H, Speck O 2012 Magn. Reson. Mater. Phys. Biol. Med. 25 183
Google Scholar
[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
Google Scholar
[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
Google Scholar
[89] Saritas E U, Cunningham C H, Lee J H, Han E T, Nishimura D G 2008 Magn. Reson. Med. 60 468
Google Scholar
[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
Google Scholar
[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
Google Scholar
[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
Google Scholar
[93] Hu Z X, Wang Y S, Dong Z J, Guo H 2019 Magn. Reson. Med. 82 251
Google Scholar
[94] Li S S, Wang Y S, Hu Z X, Guan L, Hai Y, Zhang H W, He L, Jiang W, Guo H 2021 Neuroimage 236 118043
Google Scholar
[95] Hu Z X, Wang Y S, Zhang Z, Zhang J J, Zhang H M, Guo C J, Sun Y J, Guo H 2020 Neuroimage 221 117170
Google Scholar
[96] Fair M J, Wang F, Dong Z J, Reese T G, Setsompop K 2020 Magn. Reson. Med. 83 2124
Google Scholar
[97] Fair M J, Liao C, Manhard M K, Setsompop K 2021 Magn. Reson. Med. 85 2417
Google Scholar
[98] Wang F, Dong Z J, Wald L L, Polimeni J R, Setsompop K 2021 Neuroimage 245 118641
Google Scholar
[99] Dong Z J, Wang F, Chan K S, Reese T G, Bilgic B, Marques J P, Setsompop K 2021 Neuroimage 232 117897
Google Scholar
[100] Wang F, Dong Z J, Reese T G, Rosen B, Wald L L, Setsompop K 2022 Neuroimage 250 118963
Google Scholar
[101] Chang H C, Guhaniyogi S, Chen N K 2015 Magn. Reson. Med. 73 1872
Google Scholar
[102] Frost R, Jezzard P, Douaud G, Clare S, Porter D A, Miller K L 2015 Magn. Reson. Med. 74 136
Google Scholar
[103] Dai E P, Ma X D, Zhang Z, Yuan C, Guo H 2017 Magn. Reson. Med. 77 1593
Google Scholar
[104] Zahneisen B, Poser B A, Ernst T, Stenger V A 2014 Magn. Reson. Med. 71 2071
Google Scholar
[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
Google Scholar
[106] Herbst M, Deng W, Ernst T, Stenger V A 2017 Magn. Reson. Med. 78 1476
Google Scholar
[107] Dong Z J, Dai E P, Wang F Y, Zhang Z, Ma X D, Yuan C, Guo H 2018 Med. Phys. 45 3196
Google Scholar
[108] Mani M, Jacob M, McKinnon G, Yang B, Rutt B, Kerr A, Magnotta V 2020 Magn. Reson. Med. 83 154
Google Scholar
[109] Dai E P, Mani M, McNab J A 2023 Magn. Reson. Med. 89 95
Google Scholar
[110] De Zanche N, Barmet C, Nordmeyer-Massner J A, Pruessmann K P 2008 Magn. Reson. Med. 60 176
Google Scholar
[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
Google Scholar
[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
Google Scholar
[113] Fessler J A 2007 J. Magn. Reson. 188 191
Google Scholar
[114] Jackson J I, Meyer C H, Nishimura D G, Macovski A 1991 IEEE Trans. Med. Imaging 10 473
Google Scholar
[115] Pipe J G, Menon P 1999 Magn. Reson. Med. 41 179
Google Scholar
[116] Barnett A H, Magland J, Klinteberg L A 2019 SIAM J. Sci. Comput. 41 C479
Google Scholar
[117] Lustig M, Pauly J M 2010 Magn. Reson. Med. 64 457
Google Scholar
[118] Hestenes M R, Stiefel E 1952 J. Res. Natl. Bur. Stand. 49 409
Google Scholar
[119] Qu P, Zhong K, Zhang B D, Wang J M, Shen G X 2005 Magn. Reson. Med. 54 1040
Google Scholar
[120] Samsonov A A, Kholmovski E G, Parker D L, Johnson C R 2004 Magn. Reson. Med. 52 1397
Google Scholar
[121] Zhang T, Pauly J M, Vasanawala S S, Lustig M 2013 Magn. Reson. Med. 69 571
Google Scholar
[122] Lustig M, Donoho D, Pauly J M 2007 Magn. Reson. Med. 58 1182
Google Scholar
[123] Murphy M, Alley M, Demmel J, Keutzer K, Vasanawala S, Lustig M 2012 IEEE Trans. Med. Imaging 31 1250
Google Scholar
[124] Moeller S, Pisharady P K, Ramanna S, Lenglet C, Wu X, Dowdle L, Yacoub E, Uğurbil K, Akçakaya M 2021 Neuroimage 226 117539
Google Scholar
[125] Engel M, Mueller L, Döring A, Afzali M, Jones D K 2023 Magn. Reson. Med. 91 1323
[126] 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
Google Scholar
[127] Kim D H, Adalsteinsson E, Spielman D M 2003 Magn. Reson. Med. 50 214
Google Scholar
[128] Lin W, Börnert P, Huang F, Duensing G R, Reykowski A 2011 Magn. Reson. Med. 66 1067
Google Scholar
[129] Hu Z X, Ma X D, Truong T K, Song A W, Guo H 2017 Magn. Reson. Med. 78 172
Google Scholar
[130] Hu Z X, Zhang Z, Ma X D, Jing J, Guo H 2023 Med. Phys. 50 980
Google Scholar
[131] Jiang Y C, Li G Q, Shao X, Guo H 2025 Magn. Reson. Med. 94 73
Google Scholar
[132] Frost R, Miller K L, Tijssen R H N, Porter D A, Jezzard P 2014 Magn. Reson. Med. 72 1565
Google Scholar
[133] Engström M, Skare S 2013 Magn. Reson. Med. 70 1507
Google Scholar
[134] Wu W, Poser B A, Douaud G, Frost R, In M-H, Speck O, Koopmans P J, Miller K L 2016 Neuroimage 143 1
Google Scholar
[135] Chen X, Wu W C, Chiew M 2024 Magn. Reson. Med. 91 2443
Google Scholar
[136] Li Z Y, Miller K L, Chen X, Chiew M, Wu W C 2025 IEEE Trans. Med. Imaging 44 632
Google Scholar
[137] Li Z Y, Miller K L, Andersson J L R, Zhang J Y, Liu S M, Guo H, Wu W C 2023 Magn. Reson. Med. 90 1484
Google Scholar
[138] 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
Google Scholar
[139] Chang H C, Sundman M, Petit L, Guhaniyogi S, Chu M L, Petty C, Song A W, Chen N K 2015 Neuroimage 118 667
Google Scholar
[140] Dai E P, Wu Y, Wu W C, Guo R, Liu S M, Miller K L, Zhang Z, Guo H 2019 Magn. Reson. Med. 82 1012
Google Scholar
[141] Dai E P, Liu S M, Guo H 2021 Neuroimage 237 118099
Google Scholar
[142] Zhang J Y, Liu S M, Dai E P, Ye X Y, Shi D W, Wu Y, Lu J, Guo H 2022 Magn. Reson. Med. 87 1546
Google Scholar
[143] Liu S M, Xiong Y H, Dai E P, Zhang J Y, Guo H 2021 Magn. Reson. Med. 86 2780
Google Scholar
[144] Liu S M, Zhang J Y, Shi D W, Guo H 2023 Magn. Reson. Med. 90 978
Google Scholar
[145] Holtrop J, Sutton B 2016 Journal of Medical Imaging 3 023501
Google Scholar
[146] 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
Google Scholar
[147] 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
Google Scholar
[148] 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
Google Scholar
[149] Dong Y, Koolstra K, Riedel M, van Osch M J P, Börnert P 2021 Magn. Reson. Med. 86 3034
Google Scholar
[150] Dong Y, Riedel M, Koolstra K, van Osch M J P, Börnert P 2023 NMR Biomed. 36 e4822
Google Scholar
[151] 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
Google Scholar
[152] Ma R, Akcakaya M, Moeller S, Auerbach E, Ugurbil K, Van de Moortele P F 2020 Neuroimage 216 116861
Google Scholar
[153] 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
Google Scholar
[154] 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 Nat. Methods 20 2048
Google Scholar
[155] 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
Google Scholar
[156] 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
Google Scholar
[157] 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
Google Scholar
[158] 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
Google Scholar
[159] Dai E P, Zhu A, Yang G K, Quah K, Tan E T, Fiveland E, Foo T K, McNab J A 2023 Neuroimage 279 120328
Google Scholar
[160] Pohmann R, Speck O, Scheffler K 2016 Magn. Reson. Med. 75 801
Google Scholar
[161] 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
Google Scholar
[162] Shao X, Zhang Z, Ma X D, Liu F, Guo H, Ugurbil K, Wu X P 2025 Magn. Reson. Med. 93 1238
Google Scholar
[163] Koopmans P J, Boyacioğlu R, Barth M, Norris D G 2012 Neuroimage 62 1939
Google Scholar
[164] Wei Z D, Chen Q Y, Han S H, Zhang S H, Zhang N, Zhang L, Wang H N, He Q, Cao P, Zhang X L, Liang D, Liu X, Li Y, Zheng H R 2023 Quant. Imaging Med. Surg. 13 3222
Google Scholar
[165] Ma Y, Bruce I P, Yeh C H, Petrella J R, Song A W, Truong T-K 2023 Neuroimage 270 119993
Google Scholar
[166] Feizollah S, Tardif C L 2023 Neuroimage 274 120159
Google Scholar
[167] Qin Q 2012 Magn. Reson. Imaging 30 1134
Google Scholar
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