Publications
Preprints
- Jun Y, Cho J, Wang X, Gee M, Grant PE, Bilgic B, Gagoski B. SSL-QALAS: Self-Supervised Learning for Rapid Multiparameter Estimation in Quantitative MRI Using 3D-QALAS. Submitted. [arxiv].
Journal Articles
Scholand N, Wang X, Roeloffs V, Rosenzweig S, Uecker M. Quantitative Magnetic Resonance Imaging by Nonlinear Inversion of the Bloch Equations. Magnetic Resonance in Medicine, In Press. [arxiv, Code, Data].
Wang X, Rosenzweig S, Roeloffs V, Blumenthal M, Scholand N, Tan Z, Holme HCM, Unterberg-Buchwald C, Hinkel R, Uecker M. Free-Breathing Myocardial T1 Mapping using Inversion-Recovery Radial FLASH and Motion-Resolved Model-Based Reconstruction. Magnetic Resonance in Medicine, 2023; 89(4): 1368 - 1384. [Open Access, Code, Data].
Tan Z, Unterberg-Buchwald C, Blumenthal M, Scholand N, Schaten P, Holme C, Wang X, Raddatz D, Uecker M. Free-Breathing Liver Fat, R2* and B0 Field Mapping Using Multi-Echo Radial FLASH and Regularized Model-based Reconstruction. IEEE Transactions on Medical Imaging, DOI: 10.1109/\TMI.2022.3228075.
Wang X, Uecker M, Feng L. Fast Real-Time Cardiac MRI: a Review of Current Techniques and Future Directions. Investigative Magnetic Resonance Imaging, 2021; 25: 252 - 265. [Open Access].
Wang X, Tan Z, Scholand N, Roeloffs V, Uecker M. Physics-based Reconstruction Methods for Magnetic Resonance Imaging. Philosophical Transactions of the Royal Society A, 2021: 379 (2200), 20200196. [Open Access, Code, Data].
Wang X, Rosenzweig S, Scholand N, Holme HCM, Uecker U. Model-based Reconstruction for Simultaneous Multi-slice T1 Mapping using Single-shot Inversion-recovery Radial FLASH. Magnetic Resonance in Medicine 2021; 85: 1258 - 1271. [Open Access, Code, Data].
Backhaus S, Lange T, Beuthner BE, Topci, Wang X, et al.. Real-time Cardiac Magnetic Resonance T1 and Extracellular Volume Fraction mapping for Tissue Characterisation in Aortic Stenosis. Journal of Cardiovascular Magnetic Resonance 2020; 22: 46. [Open Access].
Wang X, Kohler F, Unterberg-Buchwald C, Lotz J, Frahm J, Uecker M. Model-based Myocardial T1 Mapping with Sparsity Constraints Using Single-shot Inversion-recovery Radial FLASH Cardiovascular Magnetic Resonance. Journal of Cardiovascular Magnetic Resonance 2019; 21: 60. [Open Access, Code, Data]
Wang X, Roeloffs V, Klosowski J, Tan Z, Voit D, Uecker M, Frahm J. Model-based T1 Mapping with Sparsity Constraints Using Single-Shot Inversion-Recovery Radial FLASH. Magnetic Resonance in Medicine 2018; 79: 730 - 740. [Free full text, BART Demo].
Wang X, Joseph AA, Kalentev O, et al.. High-resolution Myocardial T1 Mapping Using Single-shot Inversion recovery Fast Low-Angle SHot MRI with Radial Undersampling and Iterative Reconstruction. British Journal of Radiology, 2016; 89: 20160255. [Open Access].
Conference Contributions
Wang X, Cho J, Jun Y, Gagoski B, Bilgic B. Model-based phase-difffference reconstruction for accelerated phase-based T2 mapping. ISMRM, 2023.
Wang X, Bilgic B, Gallichan D, Chan KS, Marques JP. Open-source self-navigated multi-echo GRE acquisition for R2* and QSM mapping using pulseq and model-based reconstruction. ISMRM, 2023. [Code].
Wang X, Tan Z, Scholand N, Bilgic B, Uecker M. Model-based reconstruction for joint estimation of T1, T2* and B0 inhomogeneity maps using single-shot inversion recovery multi-echo radial FLASH. ISMRM Sedona Workshop, 2023.
Jun Y, Arefeen Y, Cho J, Wang X, Gee M, Gagoski B, Bilgic B. Deep subspace reconstruction with zero-shot learning for multiparametric quantitative MRI. ISMRM, 2023.
Cho J, Kim TH, Berman AJL, Jun Y, Wang X, Gagoski B, Bilgic B. VUDU-SAGE: Efficient T2 and T2* mapping using joint reconstruction for motion-robust, distortion-free, multi-shot, multi-echo EPI. ISMRM, 2023.
Scholand N, Wang X, Uecker M. Nonlinear inversion of the Bloch equations for quantitative MRI. ISMRM Sedona Workshop, 2023.
Schilling M, Blumenthal M, Wang X, Uecker M. Myocardial T1 mapping using single-shot inversion-recovery radial FLASH: Comparison of subspace and nonlinear model-based reconstruction. ISMRM, 2023.
Wang X, Blumenthal M, Scholand N and Uecker M. Model-based Reconstruction with Automatic Differentiation for Single-shot Myocardial T1 mapping using Radial FLASH with MOLLI Readout. ISMRM, 2022.
Blumenthal M, Wang X, and Uecker M. Deep subspace learning for improved T1 mapping using single-shot inversion-recovery radial FLASH. ISMRM, 2022.
Luo G, Blumenthal M, Wang X, and Uecker M. All you need are DICOM images. ISMRM, 2022.
Blumenthal M, Wang X, Luo G, Tan Z, Holme HCM, Tamir J, Lustig M, and Uecker M. Model-based Reconstruction meets Neural Networks: Non-linear Operators in BART. ISMRM, 2021. Software Demo
Luo G, Wang X, Roeloffs V, Tan Z, and Uecker M. Joint estimation of coil sensitivities and image content using a deep image prior. ISMRM, 2021.
Wang X, Rosenzweig S, Blumenthal M, Tan Z, Scholand N, and Uecker M. Free-breathing, motion-resolved myocardial T1 mapping using inversion-recovery radial FLASH and model-based reconstruction. ISMRM, 2021.
Tan Z, Rosenzweig S, Wang X, Scholand N, Holme HCM, Blumenthal M, and Uecker M. Free-Breathing Liver Fat and R2* Mapping: Multi-Echo Radial FLASH and Model-based Reconstruction (MERLOT). ISMRM, 2021.
Wang X, Rosenzweig S, Uecker M. Model-based reconstruction for simultaneous multi-slice myocardial T1 mapping using single-shot inversion-recovery radial FLASH. ISMRM, 2020.
Scholand N, Wang X, Rosenzweig S, Holme HCM, Uecker M. Generic Quantitative MRI using Model-Based Reconstruction with the Bloch Equations. ISMRM, 2020.
Tan Z, Dechent P, Wang X, Scholand N, Voit D, Frahm J, Uecker M. Dynamic Water, Fat, R2* and B0 Field Inhomogeneity Quantification Using Multi-Echo Multi-Spoke Radial FLASH. ISMRM, 2020. Magna Cum Laude.
Wang X, Rosenzweig S, Scholand N, Holme HCM, and Uecker M. Model-based reconstruction for simultaneous multi-slice T1 mapping using single-shot inversion-recovery radial FLASH. ISMRM, 2019. Magna Cum Laude.
Wang X, Voit D, Roeloffs V, Uecker U, and Frahm J. Single-shot multi-slice T1 mapping using inversion recovery radial FLASH and model-based reconstruction. ISMRM, 2018.
Wang X, Roeloffs V, Klosowski J, Tan Z, Voit D, Uecker M, and Frahm J. Model-based T1 mapping with sparsity constraints using single-shot inversion-recovery radial FLASH. ESMRMB, 2017.
Roeloffs V, Wang X, and Frahm J. Advances in Model-Based Reconstruction of High Resolution T1 maps. ISMRM, 2017.
Wang X, Roeloffs V, Merboldt KD, Voit D, Schätz S, Frahm J. Single-shot multi-slice T1 mapping at high spatial resolution–inversion-recovery FLASH with radial undersampling and iterative reconstruction. ISMRM, 2015.