Clinically Feasible MR Fingerprinting Imaging Framework 

    - Simultaneous T1 and T2 mapping with whole brain coverage and isotropic image resolution
    - Sequence optimization using quantum optimization algorithms 
    - Low rank subspace image reconstruction
    - Partial volume analysis and tissue segmentation

Collaborators & Funding : Siemens, Microsoft

Reference:

Project Gallery

    - Ma D, Gulani V, Seiberlich N, Liu K, Sunshine JL, Duerk JL, Griswold MA. Magnetic resonance fingerprinting. Nature. 2013 Mar 14;495(7440):187-92. PubMed PMID: 23486058; PubMed Central PMCID: PMC3602925.
    - Ma D, Jiang Y, Chen Y, McGivney D, Mehta B, Gulani V, Griswold M. Fast 3D magnetic resonance fingerprinting for a whole-brain coverage. Magn Reson Med. 2018 Apr;79(4):2190-2197. PubMed PMID: 28833436; PubMed Central PMCID: PMC5868964.
    - Ma D, Jones SE, Deshmane A, Sakaie K, Pierre EY, Larvie M, McGivney D, Blümcke I, Krishnan B, Lowe M, Gulani V, Najm I, Griswold MA, Wang ZI. Development of high-resolution 3D MR fingerprinting for detection and characterization of epileptic lesions. J Magn Reson Imaging. 2018 Dec 23;PubMed PMID: 30582254.
    - Deshmane A, McGivney D.F., Ma D., Jiang Y., Badve C., Gulani V., Seiberlich N., Griswold M.A., Partial Volume mapping using magnetic resonance fingerprinting. NMR in Biomedicine. doi: 10.1002/nbm.4082. Epub 2019 Mar 1. PubMed PMID: 30821878.
    - Ma, D.+,Ye, H.+, Jiang, Y., Cauley, S. F., Du, Y., Wald, L. L., Griswold, M. A., Setsompop, K. (2016). Accelerating Magnetic Resonance Fingerprinting using t-Blipped Simultaneous Multi-Slice Acquisition. +: Equal Contribution. Magnetic Resonance in Medicine. 75(5), 2078–2085. PMID:26059430, PMCID: PMC4673043
2D MRF scan
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3D whole brain MRF
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3D tissue fraction maps
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low rank reconstruction & B1 correction
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