Ma D, Gulani V, Seiberlich N, Liu K, Sunshine JL, Duerk JL, Griswold MA (2013) Magnetic resonance fingerprinting. Nature 495(7440):187–192
Article PubMed PubMed Central CAS Google Scholar
Panda A, Mehta BB, Coppo S, Jiang Y, Ma D, Seiberlich N, Griswold MA, Gulani V (2017) Magnetic resonance fingerprinting-an overview. Curr Opin Biomed Eng 3:56–66
Article PubMed PubMed Central Google Scholar
Weiskopf N, Edwards LJ, Helms G, Mohammadi S, Kirilina E (2021) Quantitative magnetic resonance imaging of brain anatomy and in vivo histology. Nat Rev Phys 3(8):570–588
Bipin Mehta B, Coppo S, Frances McGivney D, Ian Hamilton J, Chen Y, Jiang Y, Ma D, Seiberlich N, Gulani V, Alan Griswold M (2019) Magnetic resonance fingerprinting: a technical review. Magn Reson Med 81(1):25–46
Assländer J, Cloos MA, Knoll F, Sodickson DK, Hennig J, Lattanzi R (2018) Low rank alternating direction method of multipliers reconstruction for mr fingerprinting. Magn Reson Med 79(1):83–96
Cauley SF, Setsompop K, Ma D, Jiang Y, Ye H, Adalsteinsson E, Griswold MA, Wald LL (2015) Fast group matching for mr fingerprinting reconstruction. Magn Reson Med 74(2):523–528
Tropp J, Gilbert AC et al (2007) Signal recovery from partial information via orthogonal matching pursuit. IEEE Trans Inf Theory 53(12):4655–4666
Hamilton JI, Jiang Y, Chen Y, Ma D, Lo W-C, Griswold M, Seiberlich N (2017) Mr fingerprinting for rapid quantification of myocardial t1, t2, and proton spin density. Magn Reson Med 77(4):1446–1458
Ma D, Jiang Y, Chen Y, McGivney D, Mehta B, Gulani V, Griswold M (2018) Fast 3d magnetic resonance fingerprinting for a whole-brain coverage. Magn Reson Med 79(4):2190–2197
Ye H, Cauley SF, Gagoski B, Bilgic B, Ma D, Jiang Y, Du YP, Griswold MA, Wald LL, Setsompop K (2017) Simultaneous multislice magnetic resonance fingerprinting (sms-mrf) with direct-spiral slice-grappa (ds-sg) reconstruction. Magn Reson Med 77(5):1966–1974
Article PubMed CAS Google Scholar
Cao X, Liao C, Iyer SS, Wang Z, Zhou Z, Dai E, Liberman G, Dong Z, Gong T, He H, Zhong J, Bilgic B, Setsompop K (2022) Optimized multi-axis spiral projection MR fingerprinting with subspace reconstruction for rapid whole-brain high-isotropic-resolution quantitative imaging. Magn Reson Med 88(1):133–150. https://doi.org/10.1002/mrm.29194
Article PubMed PubMed Central Google Scholar
Liang Z-P (2007) Spatiotemporal imaging with partially separable functions. In: 2007 4th IEEE International Symposium on Biomedical Imaging: from Nano to Macro. IEEE, pp 988–991
Zhao B, Setsompop K, Adalsteinsson E, Gagoski B, Ye H, Ma D, Jiang Y, Ellen Grant P, Griswold MA, Wald LL (2018) Improved magnetic resonance fingerprinting reconstruction with low-rank and subspace modeling. Magn Reson Med 79(2):933–942
Seiler A, Nöth U, Hok P, Reiländer A, Maiworm M, Baudrexel S, Meuth S, Rosenow F, Steinmetz H, Wagner M et al (2021) Multiparametric quantitative mri in neurological diseases. Front Neurol 12:640239
Article PubMed PubMed Central Google Scholar
Filip P, Kokošová V, Valenta Z, Baláž M, Mangia S, Michaeli S, Vojtíšek L (2023) Utility of quantitative mri metrics in brain ageing research. Front Aging Neurosci 15:1099499
Article PubMed PubMed Central Google Scholar
Ma D, Jones SE, Deshmane A, Sakaie K, Pierre EY, Larvie M, McGivney D, Blümcke I, Krishnan B, Lowe M et al (2019) Development of high-resolution 3d mr fingerprinting for detection and characterization of epileptic lesions. J Magn Reson Imaging 49(5):1333–1346
Gómez PA, Cencini M, Golbabaee M, Schulte RF, Pirkl C, Horvath I, Fallo G, Peretti L, Tosetti M, Menze BH et al (2020) Rapid three-dimensional multiparametric mri with quantitative transient-state imaging. Sci Rep 10(1):13769
Article PubMed PubMed Central Google Scholar
Wang K, Doneva M, Meineke J, Amthor T, Karasan E, Tan F, Tamir JI, Yu SX, Lustig M (2023) High-fidelity direct contrast synthesis from magnetic resonance fingerprinting. Magn Reson Med 90(5):2116–2129
Schauman S, Iyer SS, Yurt M, Cao X, Liao C, Zhong Z, Wang G, Zaharchuk G, Vasanawala S, Setsompop K (2022) Toward a 1-minute high-resolution brain exam-mr fingerprinting with fast reconstruction and ml-synthesized contrasts 53
Yurt M, Cao X, Zhou Z, Setsompop K, Vasanawala S, Pauly J (2025) Foundation models for multimodal mri synthesis with language guidance. In: Proceedings of the IEEE/CVF International Conference on Computer Vision, pp. 6759–6764
Dar SU, Yurt M, Karacan L, Erdem A, Erdem E, Çukur T (2019) Image synthesis in multi-contrast mri with conditional generative adversarial networks. IEEE Trans Med Imaging 38(10):2375–2388. https://doi.org/10.1109/TMI.2019.2901750
Tofts P (2005) Quantitative MRI of the brain: measuring changes caused by disease. Wiley, New York
Hinshaw WS, Lent AH (1983) An introduction to nmr imaging: From the bloch equation to the imaging equation. Proc IEEE 71(3):338–350
Weigel M (2015) Extended phase graphs: dephasing, rf pulses, and echoes-pure and simple. J Magn Reson Imaging 41(2):266–295
Blystad I, Warntjes JBM, Smedby O, Landtblom A-M, Lundberg P, Larsson E-M (2012) Synthetic mri of the brain in a clinical setting. Acta Radiol 53(10):1158–1163
Article PubMed CAS Google Scholar
Guenthner C, Amthor T, Doneva M, Kozerke S (2021) A unifying view on extended phase graphs and bloch simulations for quantitative mri. Sci Rep 11(1):21289
Article PubMed PubMed Central CAS Google Scholar
Tanenbaum LN, Tsiouris AJ, Johnson AN, Naidich TP, DeLano MC, Melhem ER, Quarterman P, Parameswaran S, Shankaranarayanan A, Goyen M et al (2017) Synthetic mri for clinical neuroimaging: results of the magnetic resonance image compilation (magic) prospective, multicenter, multireader trial. Am J Neuroradiol 38(6):1103–1110
Article PubMed PubMed Central CAS Google Scholar
Granberg T, Uppman M, Hashim F, Cananau C, Nordin L, Shams S, Berglund J, Forslin Y, Aspelin P, Fredrikson S et al (2016) Clinical feasibility of synthetic mri in multiple sclerosis: a diagnostic and volumetric validation study. Am J Neuroradiol 37(6):1023–1029
Article PubMed PubMed Central CAS Google Scholar
Kleinloog JP, Mandija S, D’Agata F, Liu H, Heide O, Koktas B, Dankbaar JW, Keil VC, Vonken E-J, Jacobs SM et al (2023) Synthetic mri with magnetic resonance spin tomography in time-domain (mr-stat): results from a prospective cross-sectional clinical trial. J Magn Reson Imaging 57(5):1451–1461
Ballester MAG, Zisserman AP, Brady M (2002) Estimation of the partial volume effect in mri. Med Image Anal 6(4):389–405
Tang S, Fernandez-Granda C, Lannuzel S, Bernstein B, Lattanzi R, Cloos M, Knoll F, Assländer J (2018) Multicompartment magnetic resonance fingerprinting. Inverse Prob 34(9):094005
Henkelman R, Stanisz G, Graham S (2001) Magnetization transfer in mri: a review. NMR Biomed Int J Devoted Dev Appl Magn Reson Vivo 14(2):57–64
Qiu S, Ma S, Wang L, Chen Y, Fan Z, Moser FG, Maya M, Sati P, Sicotte NL, Christodoulou AG et al (2023) Direct synthesis of multi-contrast brain mr images from mr multitasking spatial factors using deep learning. Magn Reson Med 90(4):1672–1681
Article PubMed PubMed Central Google Scholar
Vargas M, Boto J, Delatre B (2016) Synthetic mr imaging sequence in daily clinical practice. AJNR Am J Neuroradiol 37(10):68
Ryu KH, Baek HJ, Moon JI, Choi BH, Park SE, Ha JY, Jeon KN, Bae K, Choi DS, Cho SB et al (2020) Initial clinical experience of synthetic mri as a routine neuroimaging protocol in daily practice: a single-center study. J Neuroradiol 47(2):151–160
Virtue P, Tamir JI, Doneva M, Yu SX, Lustig M (2018) Learning contrast synthesis from mr fingerprinting Proc Intl Soc Mag Reson Med 26:676
Nykänen O, Nevalainen M, Casula V, Isosalo A, Inkinen SI, Nikki M, Lattanzi R, Cloos MA, Nissi MJ, Nieminen MT (2023) Deep-learning-based contrast synthesis from mrf parameter maps in the knee joint. J Magn Reson Imaging 58(2):559–568
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