Berkin Bilgic

Publications:

Invited Talks:

  1. Faster MRI through Optimized Encoding and Reconstruction; Talk presented at CAI2R, New York University, 2018
  2. Faster MRI through Optimized Encoding and Reconstruction; Talk presented at Department of Radiology, Cornell University, 2017
  3. Faster MRI through Optimized Encoding and Reconstruction; Talk presented at Imaging Elevated Symposium, University of Utah, 2017 [PDF]
  4. QSM Software Demo: 2016 Reconstruction Challenge; Talk presented at ISMRM Weekend Educational Session, 2017 [PDF] [Matlab code]
  5. Susceptibility Weighted Imaging and Quantitative Susceptibility Mapping; Talk presented at Neuroradiology Divison, Massachusetts General Hospital, 2016 [PDF]
  6. Accelerated QSM; Talk presented at Fourth International Workshop on MRI Phase Contrast & Quantitative Susceptibility Mapping, 2016 [PDF]
  7. Advanced Parallel Imaging for Beyond Order of Magnitude Accelerated Neuroimaging; Talk presented at the Barrow Neurological Institute, Keller Center for Imaging Innovation, 2015 [PDF]
  8. Wave-CAIPI for Efficient TSE and QSM Acquisitions with Application in Brain Tumors; Talk presented at ISMRM Workshop on Simultaneous Multi-Slice Imaging, 2015 [PDF]
  9. Simultaneous Multi-Slice Acquisition for Rapid Neuroimaging; Talk presented at OHBM 2015 Morning Workshop: Neuroimaging Applications of Simultaneous Multi-Slice Imaging [PDF]
  10. Susceptibility Weighted Data Acquisition and Processing; Talk presented at MICCAI 2014 Workshop on Intelligent Imaging [PDF]
  11. Highly Accelerated 3D Imaging; Talk presented at 3rd Magnetic Resonance Balkan Outreach Program 2014 [PDF]
  12. Wave-CAIPI: Highly Accelerated 3D Imaging with Reduced g-factor Penalty; Talk presented at Boston Children's Hospital, 2014 [PDF]
  13. MRI Image Reconstruction Algorithms: Compressed Sensing & Quantitative Susceptibility Mapping; Talk presented at UMRAM, Bilkent University, 2011 [PDF]

Proffered Talks:

  1. Accelerated Multi-shot EPI through Machine Learning and Joint Reconstruction; Oral presentation at ISMRM Workshop on Machine Learning, 2018 [PDF]
  2. Calibrationless Parallel Imaging in Multi Echo/Contrast Data; Power pitch presentation at ISMRM 2017 [Talk] [Poster]
  3. Joint Reconstruction of Phase-Cycled Balanced SSFP with Constrained Parallel Imaging; Power pitch presentation at ISMRM 2017 [Talk] [Poster]
  4. Joint Reconstruction for Phase-Cycled Balanced SSFP; Oral presentation at NYU I2I Workshop 2016 [PDF]
  5. Optimized CS-Wave imaging with tailored sampling and efficient reconstruction; Oral presentation at ISMRM 2016 [PDF]
  6. Rapid Multi-Orientation Susceptibility Mapping with Wave-CAIPI; Oral presentation at ISMRM 2015 [PDF]
  7. RARE/Turbo Spin Echo Imaging with Simultaneous MultiSlice Wave-CAIPI; Oral presentation at ISMRM 2015 [PDF]
  8. Rapid Acquisition for Multi-Orientation QSM; Short oral presentation at 3rd QSM Workshop 2014 [PDF]
  9. Single-Step QSM with Fast Reconstruction; Short oral presentation at 3rd QSM Workshop 2014 [PDF]
  10. Rapid QSM Acquisition with Wave-CAIPI; Power poster presentation at ISMRM 2014 [Talk] [Poster]
  11. Fast Reconstruction for Regularized Quantitative Susceptibility Mapping; Oral presentation at ISMRM 2014 [PDF]
  12. Fast DSI Reconstruction with Trained Dictionaries; Oral presentation at ISMRM 2013 [PDF]
  13. Regularized QSM in Seconds; Oral presentation at ISMRM 2013 [PDF]
  14. Fast Regularized Reconstruction Tools for QSM and DSI; Oral presentation at ISMRM Workshop on Data Sampling & Image Reconstruction 2013 [PDF]
  15. Reconstruction Algorithms for MRI; PhD Thesis Defense [PDF]
  16. Accelerated DSI with Compressed Sensing using Adaptive Dictionaries; Oral presentation at MICCAI 2012 [PDF]
  17. Joint Bayesian Compressed Sensing with Prior Estimate; Oral presentation at ISMRM 2012 [PDF]
  18. Joint Bayesian Compressed Sensing for Multi-contrast Reconstruction; Oral presentation at ISMRM 2011 [PDF]
  19. Quantitative Susceptibility Map Reconstruction with Magnitude Prior; Oral presentation at ISMRM 2011 [PDF]

Journal Publications:

  1. F. Wang, B. Bilgic, Z. Dong, M.K. Manhard, N. Ohringer, B. Zhao, M. Haskell, S.F. Cauley, Q. Fan, T. Witzel, E. Adalsteinsson, L.L. Wald, K. Setsompop; Motion-robust sub-millimeter isotropic diffusion imaging through motion corrected generalized slice dithered enhanced resolution (MC-gSlider) acquisition; Magnetic Resonance in Medicine
  2. Z. Wu#, B. Bilgic#, H. He, Y. Sun, Y. Du, K. Setsompop, J. Zhong; Wave-CAIPI ViSTa: Highly Accelerated Whole-Brain Direct Myelin Water Imaging with Zero-Padding Reconstruction; Magnetic Resonance in Medicine
    # Equal contribution
  3. B. Bilgic#, T.H. Kim#, C. Liao, M.K. Manhard, L.L. Wald, J. Haldar, K. Setsompop; Improving Parallel Imaging by Jointly Reconstructing Multi-Contrast Data; Magnetic Resonance in Medicine [PDF] [Matlab code]
    # Equal contribution
  4. C. Milovic, B. Bilgic, B. Zhao, J. Acosta-Cabronero, C. Tejos; Fast Nonlinear Susceptibility Inversion with Variational Regularization; Magnetic Resonance in Medicine [Matlab code]
  5. C. Liao#, B. Bilgic#, M.K. Manhard, B. Zhao, X. Cao, J. Zhong, L.L. Wald, K. Setsompop; 3D MR fingerprinting with accelerated stack-of-spirals and hybrid sliding-window and GRAPPA reconstruction; NeuroImage [PDF]
    # Equal contribution
  6. C. Langkammer#, F. Schweser#, K. Shmueli#, C. Kames, X. Li, L. Guo, C. Milovic, J. Kim, H. Wei, K. Bredies, S. Buch, Y. Guo, Z. Liu, J. Meineke, A. Rauscher, J.P. Marques, B. Bilgic>#; Quantitative Susceptibility Mapping: Report from the 2016 Reconstruction Challenge; Magnetic Resonance in Medicine [PDF]
    # Equal contribution
  7. B. Bilgic#, H. Ye#, L.L. Wald, K. Setsompop; Simultaneous Time Interleaved MultiSlice (STIMS) for Rapid Susceptibility Weighted Acquisition; NeuroImage [PDF] [Matlab code]
    # Equal contribution
  8. S. Soman, J.A. Bregni, B. Bilgic, U. Nemec, A.P. Fan, Z. Liu, R.L. Barry, J. Du, M. Moseley, Y. Wang; Susceptibility Based Neuroimaging: Standard Methods, Clinical Applications and Future Directions; Current Radiology Reports, review article
  9. K. Setsompop, Q. Fan, B. Bilgic, J. Stockmann, S. Huang, S.F. Cauley, A. Nummenmaa, Y. Rathi, T. Witzel, L.L. Wald; High-resolution In Vivo Diffusion Imaging of the Human Brain with Generalized SLIce Dithered Enhanced Resolution Simultaneous MultiSlice (gSlider-SMS); Magnetic Resonance in Medicine
  10. D. Polak, K. Setsompop, S.F. Cauley, B.A. Gagoski, F. Maier, P. Bachert, L.L. Wald, B. Bilgic; Wave-CAIPI for Highly Accelerated MP-RAGE Imaging; Magnetic Resonance in Medicine [PDF]
  11. U. Yarach, M.H. In, I. Chatnuntawech, B. Bilgic, F. Godenschweger, H. Mattern, A. Sciarra, O. Speck; Model-based Iterative Reconstruction for Single-shot EPI at 7T; Magnetic Resonance in Medicine
  12. S.F. Cauley, K. Setsompop, B. Bilgic, H. Bhat, B.A. Gagoski, L.L. Wald; Auto-calibrated Wave-CAIPI Reconstruction; Joint Optimization of K-space Trajectory and Parallel Imaging Reconstruction; Magnetic Resonance in Medicine
  13. H. Ye, S.F. Cauley, B.A. Gagoski, B. Bilgic, D. Ma, Y. Jiang, Y. Du, M.A. Griswold, L.L. Wald, K. Setsompop; Simultaneous Multi-Slice Magnetic Resonance Fingerprinting (SMS-MRF) with Direct-spiral Slice- GRAPPA (ds-SG) Reconstruction; Magnetic Resonance in Medicine
  14. I. Chatnuntawech, P. McDaniel, S.F. Cauley, B.A. Gagoski, C. Langkammer, A. Martin, P.E. Grant, L.L. Wald, K. Setsompop, E. Adalsteinsson, B. Bilgic; TGV-Regularized Single-Step Quantitative Susceptibility Mapping; NMR in Biomedicine [PDF] [Matlab code]
  15. P. McDaniel, B. Bilgic, A.P. Fan, J. Stout, E. Adalsteinsson; Mitigation of Partial-Volume Effects in Susceptibility-Based Oxygenation Measurements by Joint Utilization of Magnitude and Phase (JUMP); Magnetic Resonance in Medicine
  16. I. Chatnuntawech#, A. Martin#, B. Bilgic, K. Setsompop, E. Adalsteinsson, E. Schiavi; Vectorial Total Generalized Variation for Accelerated Multi-Channel Multi-Contrast MRI; Magnetic Resonance Imaging
    # Equal contribution
  17. B. Bilgic, L. Xie, R. Dibb, C. Langkammer, A. Mutluay, H. Ye, J.R. Polimeni, C. Liu, L.L. Wald, K. Setsompop; Rapid Multi-Orientation Quantitative Susceptibility Mapping; NeuroImage [PDF] [Matlab code]
  18. C. Langkammer, K. Bredies, B.A. Poser, M. Barth, G. Reishofer, A.P. Fan, B. Bilgic, F. Fazekas, C. Mainero, S. Ropele; Fast Quantitative Susceptibility Mapping using 3D EPI and Total Generalized Variation; NeuroImage
  19. B. Gagoski#, B. Bilgic#, C. Eichner, H. Bhat, P.E. Grant, L.L. Wald, K. Setsompop; RARE/Turbo Spin Echo Imaging with Simultaneous MultiSlice Wave-CAIPI; Magnetic Resonance in Medicine [PDF] [Matlab code]
    # Equal contribution
  20. B. Bilgic, B. Gagoski, S.F. Cauley, A.P. Fan, J.R. Polimeni, P.E. Grant, L.L. Wald, K. Setsompop; Wave-CAIPI for Highly Accelerated 3D Imaging; Magnetic Resonance in Medicine [PDF] [Matlab code]
    Editor's pick June 2015
  21. I. Chatnuntawech, B. Gagoski, B. Bilgic, S.F. Cauley, K. Setsompop, E. Adalsteinsson; Accelerated MRSI Using Randomly Undersampled Spiral-Based k-Space Trajectories; Magnetic Resonance in Medicine
  22. S.F. Cauley, Y. Xi, B. Bilgic, J. Xia, E. Adalsteinsson, V. Balakrishnan, L.L. Wald, K. Setsompop; Fast reconstruction for multichannel compressed sensing using a hierarchically semiseparable solver; Magnetic Resonance in Medicine
  23. B. Bilgic, A.P. Fan, J.R. Polimeni, S.F. Cauley, M. Bianciardi, E. Adalsteinsson, L.L. Wald, K. Setsompop; Fast Quantitative Susceptibility Mapping with L1-Regularization and Automatic Parameter Selection; Magnetic Resonance in Medicine [PDF] [Matlab code]
  24. A.P. Fan, B. Bilgic, L. Gagnon, T. Witzel, H. Bhat, B.R. Rosen, E. Adalsteinsson; Quantitative Oxygenation Venography from MRI Phase; Magnetic Resonance in Medicine
  25. B. Bilgic, I. Chatnuntawech, A.P. Fan, K. Setsompop, S.F. Cauley, L.L. Wald, E. Adalsteinsson; Fast Image Reconstruction with L2-Regularization; Journal of Magnetic Resonance Imaging [PDF] [Matlab code]
  26. B. Bilgic, I. Chatnuntawech, K. Setsompop, S.F. Cauley, L.L. Wald, E. Adalsteinsson; Fast Diffusion Spectrum Imaging Reconstruction with Trained Dictionaries; IEEE Transactions on Medical Imaging, [PDF] [Revised Matlab code]
  27. B. Bilgic, K. Setsompop, J. Cohen-Adad, A. Yendiki, L.L. Wald, E. Adalsteinsson; Accelerated Diffusion Spectrum Imaging with Compressed Sensing using Adaptive Dictionaries; Magnetic Resonance in Medicine, [PDF] [Matlab code]
    Cover article December 2012
  28. B. Bilgic, B. Gagoski, T. Kok, E. Adalsteinsson; Lipid Suppression in CSI with Spatial Priors and Highly Undersampled Peripheral k-space; Magnetic Resonance in Medicine, [PDF] [Matlab code]
  29. B. Bilgic, A. Pfefferbaum, T. Rohlfing, E.V. Sullivan, E. Adalsteinsson; MRI Estimates of Brain Iron Concentration in Normal Aging Using Quantitative Susceptibility Mapping; NeuroImage, [PDF] [Matlab code]
  30. B. Bilgic, V.K. Goyal, E. Adalsteinsson; Multi-contrast Reconstruction with Bayesian Compressed Sensing; Magnetic Resonance in Medicine, [PDF] [Matlab code]
    MIT News article: New algorithm could substantially speed up MRI scans

Conference Papers:

  1. B. Zhao, B. Bilgic, E. Adalsteinsson, M.A. Griswold, L.L. Wald, K. Setsompop; Simultaneous multislice magnetic resonance fingerprinting with low-rank and subspace modeling; EMBC 2017
  2. S. Cetin, B. Bilgic, A.P. Fan, S.J. Holdsworth, G. Unal; Vessel Orientation Constrained Quantitative Susceptibility Mapping (QSM) Reconstruction; MICCAI 2016
  3. B. Bilgic, I. Chatnuntawech, C. Langkammer, K. Setsompop; Sparse Methods for Quantitative Susceptibility Mapping; Wavelets and Sparsity XVI, SPIE 2015 [PDF] [Matlab code]
  4. I. Chatnuntawech, B. Bilgic, A. Martin, K. Setsompop, E. Adalsteinsson; Fast Reconstruction for Accelerated Multi-Slice Multi-Contrast MRI; International Symposium on Biomedical Imaging: From Nano to Macro, 2015
  5. B. Zhao, F. Lam, B. Bilgic, H. Ye, K. Setsompop; Maximum Likelihood Reconstruction for Magnetic Resonance Fingerprinting; International Symposium on Biomedical Imaging: From Nano to Macro, 2015
  6. F. Yanez, A.P. Fan, B. Bilgic, C. Milovic, E. Adalsteinsson, P. Irarrazaval; Quantitative Susceptibility Map Reconstruction via Total Generalized Variation Regularization; 3rd International Workshop on Pattern Recognition in NeuroImaging
  7. B. Bilgic, K. Setsompop, J. Cohen-Adad, V. Wedeen, L. Wald, E. Adalsteinsson; Accelerated Diffusion Spectrum Imaging with Compressed Sensing using Adaptive Dictionaries; MICCAI 2012, [PDF] [Matlab code]
    MICCAI Young Scientist Award Finalist
  8. B. Bilgic, B.K.P. Horn, I. Masaki; Fast Human Detection with Cascaded Ensembles on the GPU; IEEE Intelligent Vehicles Symposium, 2010, Pages: 325 - 332 [PDF]
  9. B. Bilgic, B.K.P. Horn, I. Masaki; Efficient Integral Image Computation on the GPU ; IEEE Intelligent Vehicles Symposium, 2010, Pages: 528 - 533 [PDF]

Conference Abstracts:

2018:

  1. B. Bilgic, I. Chatnuntawech, S.F. Cauley, M.K. Manhard, L.L. Wald, K. Setsompop; Accelerated Multi-shot EPI through Machine Learning and Joint Reconstruction; ISMRM Workshop on Machine Learning, Pacific Grove, CA, USA, 2018, oral presentation [PDF] [Data & Python code for Keras]
  2. J. Yoon, E. Gong, G. Zaharchuk, J. Pauly, B. Bilgic, J. Lee, J. Ko, H. Jung, J. Lee; QSM with deep neural network; ISMRM Workshop on Machine Learning, Pacific Grove, CA, USA, 2018
  3. D. Polak, E. Gong, S.F. Cauley, B. Bilgic, E. Raithel, G. Zaharchuk, J. Pauly, Kawin Setsompop; Faster 3D brain scans using Wave-CAIPI encoding and Deep Learning denoising; ISMRM Workshop on Machine Learning, Pacific Grove, CA, USA, 2018
  4. B. Zhu, B. Bilgic, C. Liao, B.R. Rosen, M.S. Rosen; Deep learning MR reconstruction with Automated Transform by Manifold Approximation (AUTOMAP) in real-world acquisitions with imperfect training: simulation and in-vivo experiments; ISMRM Workshop on Machine Learning, Pacific Grove, CA, USA, 2018
  5. B. Bilgic, S.F. Cauley, L.L. Wald, K. Setsompop; Joint SENSE Reconstruction for Faster Multi-Contrast Wave Encoding; International Society for Magnetic Resonance in Medicine 26th Scientific Meeting, Paris, 2018, accepted [Matlab code] [PDF]
  6. F.F. Yu, S.Y. Huang, T. Duval, J. Cohen-Adad, B. Bilgic; Rapid simultaneous acquisition of QSM and MTV; International Society for Magnetic Resonance in Medicine 26th Scientific Meeting, Paris, 2018, accepted
  7. B. Bilgic, S.F. Cauley, I. Chatnuntawech, M.K. Manhard, F. Wang, M. Haskell, C. Liao, L.L. Wald, K. Setsompop; Combining MR-Physics and Machine Learning to Address Intractable Reconstruction Problems; International Society for Magnetic Resonance in Medicine 26th Scientific Meeting, Paris, 2018, accepted [PDF] [Data & Python code for Keras]
  8. T.H. Kim, B. Bilgic, C. Liao, M.K. Manhard, L.L. Wald, J.P. Haldar, K. Setsompop; Improving Parallel Imaging by Jointly Reconstructing Multi-Contrast Data; International Society for Magnetic Resonance in Medicine 26th Scientific Meeting, Paris, 2018, accepted
  9. C. Milovic, B. Bilgic, B. Zhao, C. Langkammer, J. Acosta-Cabronero, C. Tejos; Nonlinear projection onto dipole fields with preconditioning (nPDF); International Society for Magnetic Resonance in Medicine 26th Scientific Meeting, Paris, 2018, accepted
  10. S. Han, C. Liao, M.K. Manhard, B. Bilgic, F. Wang, A.I. Blazejewska, M. van den Boomen, W.A. Grissom, J.R. Polimeni, K. Setsompop; Accelerated spin-echo fMRI using generalized SLIce Dithered Enhanced Resolution Simultaneous MultiSlice (gSlider-SMS) with 'complex-basis' RF-encoding; International Society for Magnetic Resonance in Medicine 26th Scientific Meeting, Paris, 2018, accepted
  11. M.K. Manhard, B. Bilgic, C. Liao, S. Han, T. Witzel, Y.F. Yen, K. Setsompop; Accelerated dynamic quantitative perfusion imaging using an optimized simultaneous multi-slice (SMS) spin and gradient echo (SAGE) sequence with joint-virtual coil (JVC) reconstruction; International Society for Magnetic Resonance in Medicine 26th Scientific Meeting, Paris, 2018, accepted
  12. A.S. Kanaan, A. Anwander, R. Metere, A. Schafer, T. Schlumm, J. Near, B. Bilgic, K. Muller-Wahl H. Moller; Iron-related gene expression associated with magnetic susceptibility reductions: Application to the pathophysiology of a movement disorder population; International Society for Magnetic Resonance in Medicine 26th Scientific Meeting, Paris, 2018, accepted
  13. F. Wang, Z. Dong, T.G. Reese, B. Bilgic, M.K. Manhard, L.L. Wald, K. Setsompop; Echo Planar Time-resolved Imaging (EPTI); International Society for Magnetic Resonance in Medicine 26th Scientific Meeting, Paris, 2018, accepted
  14. F. Wang, B. Bilgic, Z. Dong, M.K. Manhard, N. Ohringer, B. Zhao, M. Haskell, S.F. Cauley, Q. Fan, T. Witzel, E. Adalsteinsson, L.L. Wald, K. Setsompop; Motion-robust sub-millimeter isotropic diffusion imaging through Motion Corrected Generalized Slice Dithered Enhanced Resolution (MC-gSlider) acquisition; International Society for Magnetic Resonance in Medicine 26th Scientific Meeting, Paris, 2018, accepted
  15. Y.V. Chang, S.F. Cauley, W. Liu, D. Polak, B.A. Gagoski, B. Bilgic, K. Setsompop, J.R. Polimeni; Quantitative assessment of automatic cortical surface reconstructions from Wave-CAIPI MPRAGE: A validation study; International Society for Magnetic Resonance in Medicine 26th Scientific Meeting, Paris, 2018, accepted
  16. E. Gong, B. Bilgic, K. Setsompop, A.P. Fan, G. Zaharchuk, J. Pauly; Accurate and Efficient QSM Reconstruction using Deep Learning; International Society for Magnetic Resonance in Medicine 26th Scientific Meeting, Paris, 2018, accepted
  17. C. Liao, M.K. Manhard, B. Bilgic, Q. Fan, H. Wang, S. Han, D.J. Park, F. Wang, J. Zhong, L.L. Wald, K. Setsompop; Joint Virtual Coil Reconstruction with Background Phase Matching for Highly Accelerated Diffusion Echo-Planar Imaging; International Society for Magnetic Resonance in Medicine 26th Scientific Meeting, Paris, 2018, accepted
  18. B. Zhu, B. Bilgic, C. Liao, B.R. Rosen, M.S. Rosen; Deep learning MR reconstruction with Automated Transform by Manifold Approximation (AUTOMAP) in real-world acquisitions with imperfect training; International Society for Magnetic Resonance in Medicine 26th Scientific Meeting, Paris, 2018, accepted
  19. J. Yoon, J. Ko, J. Lee, H. Jung, B. Bilgic, K. Setsompop, J. Lee; Quantitative Susceptibility Mapping using Deep Neural Network; International Society for Magnetic Resonance in Medicine 26th Scientific Meeting, Paris, 2018, accepted
  20. S. Lala, B.A. Gagoski, J.N. Stout, B. Zhao, B. Bilgic, P.E. Grant, P. Golland, E. Adalsteinsson; A Machine Learning Approach for Mitigating Artifacts in Fetal Imaging due to an Undersampled HASTE Sequence; International Society for Magnetic Resonance in Medicine 26th Scientific Meeting, Paris, 2018, accepted
  21. C. Milovic, B. Bilgic, B. Zhao, C. Langkammer, C. Tejos, J. Acosta-Cabronero; Weak-harmonic regularization for quantitative susceptibility mapping (WH-QSM); International Society for Magnetic Resonance in Medicine 26th Scientific Meeting, Paris, 2018, accepted
  22. D. Polak, S.F. Cauley, S.Y. Huang, M.G. Longo, B. Bilgic, E. Rathiel, L.L. Wald, K. Setsompop; Highly-accelerated volumetric brain protocol using optimized Wave-CAIPI encoding; International Society for Magnetic Resonance in Medicine 26th Scientific Meeting, Paris, 2018, accepted
  23. H. Wei, B. Bilgic, K. Setsompop, B. Keil, D. Feinberg, C. Liu; Imaging Human Brain Cortical Substructure with Quantitative Susceptibility Mapping at 7 T; International Society for Magnetic Resonance in Medicine 26th Scientific Meeting, Paris, 2018, accepted
  24. Z. Dong, F. Wang, T.G. Reese, M.K. Manhard, B. Bilgic, L.L. Wald, H. Guo, K. Setsompop; Fast Distortion-Free Diffusion Imaging using “tilted-CAIPI” PSF-EPI; International Society for Magnetic Resonance in Medicine 26th Scientific Meeting, Paris, 2018, accepted
  25. Z. Dong, F. Wang, T.G. Reese, M.K. Manhard, B. Bilgic, L.L. Wald, H. Guo, K. Setsompop; Tilted-CAIPI for Highly Accelerated Distortion-Free EPI with Point Spread Function (PSF) Encoding; International Society for Magnetic Resonance in Medicine 26th Scientific Meeting, Paris, 2018, accepted
  26. Z. Wu, B. Bilgic, H. He, Y. Sun, Y. Du, K. Setsompop, J. Zhong; Zero-padding reconstruction for wave-CAIPI images with improved accuracy, and its application in ViSTa myelin water images; International Society for Magnetic Resonance in Medicine 26th Scientific Meeting, Paris, 2018, accepted
  27. S.S. Iyer, B. Bilgic, K. Setsompop; Faster T2 Shuffling with Wave-encoding; International Society for Magnetic Resonance in Medicine 26th Scientific Meeting, Paris, 2018, accepted
  28. A. Tamanti, K. Bredies, M. Castellaro, S. Ropele, B. Bilgic, C. Langkammer; Structure tensor enhanced quantitative susceptibility mapping (ST-QSM); International Society for Magnetic Resonance in Medicine 26th Scientific Meeting, Paris, 2018, accepted
  29. C. Liao, B. Bilgic, M.K. Manhard, X. Cao, J. Zhong, L.L. Wald, K. Setsompop; Optimized 3D Stack-of-Spirals MR Fingerprinting with Hybrid Sliding-Window and GRAPPA Reconstruction; International Society for Magnetic Resonance in Medicine 26th Scientific Meeting, Paris, 2018, accepted

2017:

  1. B. Bilgic, B. Zhao, I. Chatnuntawech, L.L. Wald, K. Setsompop; Calibrationless Parallel Imaging in Multi Echo/Contrast Data; International Society for Magnetic Resonance in Medicine 25th Scientific Meeting, Hawaii, Power Pitch presentation [HTML] [Matlab code]
  2. B. Bilgic, T. Witzel, H. Bhat, L.L. Wald, K. Setsompop; Joint Reconstruction of Phase-Cycled Balanced SSFP with Constrained Parallel Imaging; International Society for Magnetic Resonance in Medicine 25th Scientific Meeting, Hawaii, Power Pitch presentation [HTML] [Matlab code]
  3. D. Polak, K. Setsompop, S.F. Cauley, B.A. Gagoski, H. Bhat, F. Maier, L.L. Wald, B. Bilgic; Wave-CAIPI for Highly Accelerated MP-RAGE Imaging; International Society for Magnetic Resonance in Medicine 25th Scientific Meeting, Hawaii, Power Pitch presentation
    Magna Cum Laude Award
  4. B. Zhao, B. Bilgic, J. Stockmann, L.L. Wald, K. Setsompop; A Maximum Likelihood Approach to Simultaneous Multislice Magnetic Resonance Fingerprinting; International Society for Magnetic Resonance in Medicine 25th Scientific Meeting, Hawaii
  5. B.A. Poser, B. Bilgic, B.A. Gagoski, K. Uludag, V.A Stenger, L.L. Wald, K. Setsompop; Echo-planar imaging with wave-CAIPI acquisition and reconstruction; International Society for Magnetic Resonance in Medicine 25th Scientific Meeting, Hawaii
  6. T.H. Kim, B. Bilgic, D. Polak, K. Setsompop, J.P. Haldar; Wave-LORAKS for faster Wave-CAIPI MRI; International Society for Magnetic Resonance in Medicine 25th Scientific Meeting, Hawaii
  7. Z. Wu, B. Bilgic, H. He, Y. Sun, K. Setsompop, J. Zhong; Wave-CAIPI ViSTa: Accelerated mapping for direct visualization of myelin water; International Society for Magnetic Resonance in Medicine 25th Scientific Meeting, Hawaii
  8. G-C Ngo, B. Bilgic, B. Gagoski, B.P. Sutton; Incorporating macroscale susceptibility in QSM reconstruction with 3D spiral acquisition; International Society for Magnetic Resonance in Medicine 25th Scientific Meeting, Hawaii
  9. C. Milovic, B. Bilgic, B. Zhao, J. Acosta-Cabronero, C. Tejos; A Fast Algorithm for Nonlinear QSM Reconstruction; International Society for Magnetic Resonance in Medicine 25th Scientific Meeting, Hawaii
  10. C.S. Aigner, A. Rund, B. Bilgic, B.A. Gagoski, K. Setsompop, K. Kunisch, R. Stollberger; Application of time-optimal simultaneous multi-slice refocusing to TSE/RARE; International Society for Magnetic Resonance in Medicine 25th Scientific Meeting, Hawaii
  11. H. Wang, J.R. Polimeni, B. Bilgic, L.L. Wald, K. Setsompop; Analytical G-factor Calculation for Slice-GRAPPA with Odd-even Kernels (SG-OK); International Society for Magnetic Resonance in Medicine 25th Scientific Meeting, Hawaii
  12. H. Ye, C. Liao, Q. Li, Xiaozhi Cao, B. Zhao, B. Bilgic, K. Setsompop, H. He, H. Liu, J. Zhong; Spiral-out and -in Double Echoes (SOIDE) Magnetic Resonance Fingerprinting with Improved T2 Mapping; International Society for Magnetic Resonance in Medicine 25th Scientific Meeting, Hawaii
  13. A.S. Kanaan, A. Anwander, A. Schäfer, B. Bilgic, T. Schlumm, J. Near, K. Müller-Vahl2, H.E. Möller; QSM meets MRS: The influence of subcortical iron on glutamatergic neurotransmission in a movement disorder population; International Society for Magnetic Resonance in Medicine 25th Scientific Meeting, Hawaii
  14. B. Keil, C. Sappo, B. Bilgic, J.R. Polimeni, L. Golestani, R. Etzel, L.L Wald, D.A. Feinberg, K. Setsompop; Sub-Millimeter Cortical Imaging at 7T using a High-Density Motor-Cortex 32-Channel Array Coil; International Society for Magnetic Resonance in Medicine 25th Scientific Meeting, Hawaii
  15. R. Metere, A.S. Kanaan, B. Bilgic, T. Schlumm, H.E. Möller; Effects of coil combination algorithms on Quantitative Susceptibility Mapping; International Society for Magnetic Resonance in Medicine 25th Scientific Meeting, Hawaii
  16. S.D. Robinson, K. Eckstein, J.P. Marques, B. Bilgic, S. Trattnig, F. Schweser; A comprehensive assessment of methods for combining phase data from array radio-frequency coils at 7T; International Society for Magnetic Resonance in Medicine 25th Scientific Meeting, Hawaii

2016:

  1. B. Bilgic, T. Witzel, H. Bhat, L.L. Wald, K. Setsompop; Joint Reconstruction for Phase-Cycled Balanced SSFP;
    ESMRMB 33rd Scientific Meeting,
    
NYU Innovation to Implementation in Imaging Workshop [PDF] [Matlab code]
  2. B. Bilgic, J.P. Marques, L.L. Wald, K. Setsompop; Block Coil Compression for Virtual Body Coil without Phase Singularities; Fourth International Workshop on MRI Phase Contrast & Quantitative Susceptibility Mapping [PDF] [Matlab code]
  3. B. Bilgic, S.F. Cauley, H. Ye, C. Langkammer, B.A. Poser, K. Setsompop; Accelerated QSM; Fourth International Workshop on MRI Phase Contrast & Quantitative Susceptibility Mapping, invited abstract [PDF]
  4. C. Milovic, B. Bilgic, B. Zhao, J. Acosta-Cabronero, C. Tejos; A Fast Algorithm for Nonlinear QSM Reconstruction with Variational Penalties; Fourth International Workshop on MRI Phase Contrast & Quantitative Susceptibility Mapping
  5. R. Metere, A.S. Kanaan, A. Schäfer, B. Bilgic, T. Schlumm, H.E. Möller; Effects of different coil reconstruction algorithms on QSM results; Fourth International Workshop on MRI Phase Contrast & Quantitative Susceptibility Mapping
  6. J. Kim, S. Bollmann, C. Langkammer, B. Bilgic; GPU-accelerated Quantitative Susceptibility Map Reconstruction with Total Generalized Variation Regularization; Fourth International Workshop on MRI Phase Contrast & Quantitative Susceptibility Mapping
  7. B. Bilgic, H. Ye, L.L. Wald, K. Setsompop; Optimized CS-Wave imaging with tailored sampling and efficient reconstruction; International Society for Magnetic Resonance in Medicine 24th Scientific Meeting, oral presentation [HTML]
    Summa Cum Laude Award
  8. I. Chatnuntawech, P. McDaniel, S.F. Cauley, B.A. Gagoski, C. Langkammer, A. Martin, P.E. Grant, L.L. Wald, K. Setsompop, E. Adalsteinsson, B. Bilgic; TGV-Regularized Single-Step Quantitative Susceptibility Mapping; International Society for Magnetic Resonance in Medicine 24th Scientific Meeting, oral presentation [HTML] [Matlab code]
  9. B. Bilgic, J.R. Polimeni, L.L. Wald, K. Setsompop; Automated tissue phase and QSM estimation from multichannel data; International Society for Magnetic Resonance in Medicine 24th Scientific Meeting, e-poster presentation [HTML] [Matlab code]
  10. P. McDaniel, B. Bilgic, A.P. Fan, J. Stout, E. Adalsteinsson; Simultaneous Quantification of Blood Vessel Caliber and Oxygenation via Multi-Voxel Joint Utilization of Magnitude and Phase (MV-JUMP); International Society for Magnetic Resonance in Medicine 24th Scientific Meeting, e-poster presentation
  11. S.F. Cauley, K. Setsompop, B. Bilgic, H. Bhat, B. Gagoski, T. Witzel, L.L. Wald; Joint K-space Trajectory and Parallel Imaging Optimization for Auto-calibrated Image Reconstruction; International Society for Magnetic Resonance in Medicine 24th Scientific Meeting, power pitch presentation
  12. H. Ye, B. Bilgic, S.F. Cauley, B. Gagoski, J. Zhong, Y. Du, L.L. Wald, K. Setsompop; Echo-Shift wave-CAIPI with Simultaneous MultiSlice for rapid susceptibility weighted FLASH imaging; International Society for Magnetic Resonance in Medicine 24th Scientific Meeting, e-poster presentation

    2015:

  1. H. Ye, B. Gagoski, B. Bilgic, S.F. Cauley, D. Ma, Y. Du, L.L. Wald, K. Setsompop; Simultaneous Multi-Slice MR Fingerprinting with slice-GRAPPA reconstruction; ISMRM Workshop on Simultaneous Multi-Slice Imaging, 2015
  2. B. Gagoski†, B. Bilgic†, C. Eichner, H. Bhat, P.E. Grant, L.L. Wald, K. Setsompop; RARE/Turbo Spin Echo Imaging with Simultaneous MultiSlice Wave-CAIPI; International Society for Magnetic Resonance in Medicine 23rd Scientific Meeting, oral presentation [PDF] [Matlab code]
    † These authors contributed equally to this work
    Summa Cum Laude Award
  3. B. Bilgic, L. Xie, R. Dibb, C. Langkammer, A. Mutluay, H. Ye, J.R. Polimeni, C. Liu, L.L. Wald, K. Setsompop; Rapid Multi-Orientation Susceptibility Mapping with Wave-CAIPI; International Society for Magnetic Resonance in Medicine 23rd Scientific Meeting, oral presentation [PDF] [Matlab code]
    Summa Cum Laude Award
    White Matter Study Group student research competition finalist
  4. K. Setsompop, B. Bilgic, A. Nummenmaa, Q. Fan, S.F. Cauley, S. Haung, I. Chatnuntawech, Y. Rathi, T. Witzel, L.L. Wald; 700 μm isotropic diffusion imaging at 3T using SLIDER-SMS with ZOOPPA; International Society for Magnetic Resonance in Medicine 23rd Scientific Meeting
  5. K. Jafari-Khouzani, B. Bilgic, J. Kalpathy-Cramer, K. Setsompop; Fast non-local means reconstruction for multi-contrast compressed sensing; International Society for Magnetic Resonance in Medicine 23rd Scientific Meeting
  6. P. McDaniel, A.P. Fan, B. Bilgic, J. Stout, E. Adalsteinsson; Improved Accuracy in Susceptibility-based OEF Measurements by Mitigation of Partial-Volume Effects via Combined Magnitude and Phase Reconstruction; International Society for Magnetic Resonance in Medicine 23rd Scientific Meeting
  7. S. Cetin, A.P. Fan, B. Bilgic, K. Setsompop, G. Unal; Semi-automated visualization and segmentation of cerebral veins from QSM; International Society for Magnetic Resonance in Medicine 23rd Scientific Meeting
  8. I. Chatnuntawech, B. Bilgic, A. Martin, K. Setsompop, E. Adalsteinsson; A Fast Reconstruction Algorithm for Accelerated Multi-Contrast MRI; International Society for Magnetic Resonance in Medicine 23rd Scientific Meeting
  9. A. Martin, I. Chatnuntawech, B. Bilgic, K. Setsompop, E. Adalsteinsson, E. Schiavi; Total Generalized Variation for Joint Multi-Contrast Parallel Imaging Reconstruction of Undersampled k-space Data; International Society for Magnetic Resonance in Medicine 23rd Scientific Meeting
  10. C. Langkammer, B. Bilgic, C. Louapre, S. Govindarajan, C. Gianni, K. Setsompop, C. Mainero; Wave-CAIPI and TGV-QSM for fast sub-millimeter QSM at 7 Tesla; International Society for Magnetic Resonance in Medicine 23rd Scientific Meeting
  11. H. Ye, B. Gagoski, B. Bilgic, S.F. Cauley, D. Ma, Y. Du, M.A. Griswold, L.L. Wald, K. Setsompop; Simultaneous Multi-Slice Magnetic Resonance Fingerprinting Reconstruction using GROG+GRAPPA (GG); International Society for Magnetic Resonance in Medicine 23rd Scientific Meeting
  12. Y. Jiang, H. Ye, B. Bilgic, D. Ma, T. Witzel, S.F. Cauley, E. Adalsteinsson, K. Setsompop, M.A. Griswold, L.L. Wald; Simultaneous T1 and T2 quantitation of the Human Brain at 7 Tesla by MR Fingerprinting; International Society for Magnetic Resonance in Medicine 23rd Scientific Meeting

2014:

  1. B. Bilgic, C. Langkammer, A. Mutluay, L.L. Wald, K. Setsompop; Rapid Acquisition for Multi-Orientation QSM; Third International Workshop on MRI Phase Contrast & Quantitative Susceptibility Mapping, talk & poster presentation [PDF]
    Honorable mention for best poster award
  2. B. Bilgic, C. Langkammer, L.L. Wald, K. Setsompop; Single-Step QSM with Fast Reconstruction; Third International Workshop on MRI Phase Contrast & Quantitative Susceptibility Mapping, talk & poster presentation [PDF] [Matlab code]
  3. B. Bilgic, B. Gagoski, S.F. Cauley, A.P. Fan, J.R. Polimeni, P.E. Grant, L.L. Wald, K. Setsompop; Wave-CAIPI Enables Highly Accelerated 3D MRI; 40th Annual Northeast Bioengineering Conference, poster presentation [PDF]
  4. B. Bilgic, A.P. Fan K. Setsompop, C. Eichner, S.F. Cauley, J.R. Polimeni, M. Bianciardi, E. Adalsteinsson, L.L. Wald, K. Setsompop; Fast Reconstruction for Regularized Quantitative Susceptibility Mapping; International Society for Magnetic Resonance in Medicine 22nd Scientific Meeting, oral presentation [PDF] [Matlab code]
    Summa Cum Laude Award
  5. B. Bilgic, B. Gagoski, S.F. Cauley, A.P. Fan, J.R. Polimeni, P.E. Grant, L.L. Wald, K. Setsompop; Rapid QSM Acquisition with Wave-CAIPI; International Society for Magnetic Resonance in Medicine 22nd Scientific Meeting, power poster presentation [PDF] [Matlab code]
    Summa Cum Laude Award
  6. I. Chatnuntawech, B. Gagoski, B. Bilgic, S.F. Cauley, P.E. Grant, K. Setsompop, E. Adalsteinsson; Accelerated MRSI Using Randomly Undersampled Spiral-Based K-Space Trajectories; International Society for Magnetic Resonance in Medicine 22nd Scientific Meeting
  7. C. Eichner, B. Bilgic, M. Bianciardi, J.R. Polimeni, R. Turner, J. Schulz, D. Norris, L.L. Wald, K. Setsompop; Acquisition and Processing Pipeline for Multi-Contrast fMRI Multi-Echo SMS (MESMS) GE-EPI at 7T; International Society for Magnetic Resonance in Medicine 22nd Scientific Meeting
  8. M. Bianciardi, J.R. Polimeni, K. Setsompop, C. Eichner, B. Bilgic, L.L. Wald; Evaluation of Dynamic Off-Resonance Correction of Respiratory Instability in MRI Signals for High-Order Spherical Harmonic Basis Set and Multivariate Modeling of Respiratory Sources; International Society for Magnetic Resonance in Medicine 22nd Scientific Meeting
  9. S.F. Cauley, B. Bilgic, J.R. Polimeni, H. Bhat, L.L. Wald, K. Setsompop; A General Hierarchical Mapping Framework (HMF) for Coil Compression; International Society for Magnetic Resonance in Medicine 22nd Scientific Meeting
  10. S.F. Cauley, M. Lustig, B. Bilgic, H. Bhat, L.L. Wald, K. Setsompop; Geometric-Decomposition Coil Compression for Real-Time Simultaneous MultiSlice EPI Reconstruction at High MultiBand Factors; International Society for Magnetic Resonance in Medicine 22nd Scientific Meeting
  11. P. Montesinos, J.R. Polimeni, B. Bilgic, S.F. Cauley, M. Desco, R. Nezafat, L.L. Wald, E. Adalsteinsson, D.E. Sosnovik; High Resolution Inner Volume Imaging of Human Coronary Atherosclerotic Plaque: Impact and Limits of Parallel Acquisition; International Society for Magnetic Resonance in Medicine 22nd Scientific Meeting

2013:

  1. B. Bilgic, I. Chatnuntawech, K. Setsompop, S.F. Cauley, L.L. Wald, E. Adalsteinsson; Fast Regularized Reconstruction Tools for QSM and DSI; ISMRM Workshop on Data Sampling & Image Reconstruction 2013, oral presentation [PDF] [QSM Matlab code] [DSI Matlab code]
  2. B. Bilgic, I. Chatnuntawech, K. Setsompop, S.F. Cauley, L.L. Wald, E. Adalsteinsson; Fast DSI Reconstruction with Trained Dictionaries; International Society for Magnetic Resonance in Medicine 21st Scientific Meeting, oral presentation [PDF] c
    Magna Cum Laude Award
  3. B. Bilgic, I. Chatnuntawech, A.P. Fan, E. Adalsteinsson; Regularized QSM in Seconds; International Society for Magnetic Resonance in Medicine 21st Scientific Meeting, oral presentation [PDF] [Matlab code]
    Summa Cum Laude Award
  4. S.F. Cauley, Y. Xi, B. Bilgic, K. Setsompop, J. Xia, E. Adalsteinsson, V.R. Balakrishnan, L.L. Wald; Scalable and Accurate Variance Estimation (SAVE) for Joint Bayesian Compressed Sensing; International Society for Magnetic Resonance in Medicine 21st Scientific Meeting
  5. S.F. Cauley, O.A. Abuhashem, I. Chatnuntawech, B. Bilgic, K. Setsompop, L.L. Wald, E. Adalsteinsson; Low-Rank Basis Smoothing for the Denoising of Diffusion Weighted Images; International Society for Magnetic Resonance in Medicine 21st Scientific Meeting
  6. I. Chatnuntawech, B. Bilgic, E. Adalsteinsson; Undersampled Spectroscopic Imaging with Model-based Reconstruction; International Society for Magnetic Resonance in Medicine 21st Scientific Meeting
  7. I. Chatnuntawech, B. Bilgic, B. Gagoski, T. Kok, A.P. Fan, E. Adalsteinsson; Metabolite Map Estimation from Undersampled Spectroscopic Imaging Data using N-Compartment Model; International Society for Magnetic Resonance in Medicine 21st Scientific Meeting
  8. S.Y. Huang, E. Adalsteinsson, B. Bilgic, S. Foong, L.L. Wald; Localized Electrical Property Retrieval - Theories and Numerical Examples; International Society for Magnetic Resonance in Medicine 21st Scientific Meeting
  9. A.P. Fan, B. Bilgic, L. Gagnon, T. Witzel, H. Bhat, B.R. Rosen, E. Adalsteinsson; Quantitative Oxygenation Venogram from MR Phase; International Society for Magnetic Resonance in Medicine 21st Scientific Meeting

2012:

  1. B. Bilgic, E. Adalsteinsson; Joint Bayesian Compressed Sensing with Prior Estimate; International Society for Magnetic Resonance in Medicine 20th Scientific Meeting, oral presentation [PDF] [Matlab code]
  2. B. Bilgic, B. Gagoski, E. Adalsteinsson; Lipid Suppression in CSI with Highly-Undersampled Peripheral K-Space and Spatial Priors; International Society for Magnetic Resonance in Medicine 20th Scientific Meeting, e-poster presentation [PDF] [Matlab code]
  3. O. A. Abuhashem, B. Bilgic, E. Adalsteinsson; GPU Accelerated Quantitative Susceptibility Mapping; International Society for Magnetic Resonance in Medicine 20th Scientific Meeting
  4. B. Gagoski, B. Bilgic, T. Kok, E. Adalsteinsson; Accelerated Spiral Chemical Shift Imaging with Compressed Sensing; International Society for Magnetic Resonance in Medicine 20th Scientific Meeting
  5. T. Kok, B. Bilgic, B. Gagoski, E. Adalsteinsson; Lipid Artifact Suppression for Detection of Cortical Metabolites in High-Resolution CTPRESS; International Society for Magnetic Resonance in Medicine 20th Scientific Meeting
  6. A. P. Fan, B. Bilgic, K. A. Heberlein, B. R. Rosen, E. Adalsteinsson; Quantification of the Cerebral Metabolic Rate of Oxygen (CMRO2) Across the Cortex Using Phase-Based Regional Oxygen Metabolism (PROM) MRI; International Society for Magnetic Resonance in Medicine 20th Scientific Meeting
  7. K. Setsompop, B. Bilgic, J. Cohen-Adad, M. D. Tisdall, B. Keil, T. Witzel, Y. Rathi, V. J. Wedeen, E. Adalsteinsson, L. L. Wald ; Whole-Brain DSI in 4 Minutes: Sparse Sampling in Q-Space with Simultaneous Multi-Slice Acquisition; International Society for Magnetic Resonance in Medicine 20th Scientific Meeting

2011:

  1. B. Bilgic, V.K. Goyal, E. Adalsteinsson; Joint Bayesian Compressed Sensing for Multi-contrast Reconstruction; International Society for Magnetic Resonance in Medicine 19th Scientific Meeting, oral presentation [PDF] [Matlab code]
  2. B. Bilgic, A.P. Fan, E. Adalsteinsson; Quantitative Susceptibility Map Reconstruction with Magnitude Prior; International Society for Magnetic Resonance in Medicine 19th Scientific Meeting, oral presentation [PDF]
  3. T. Kok, B. Bilgic, and E. Adalsteinsson; Multi Task Bayesian Compressed Sensing in Sparse 2D Spectroscopy; International Society for Magnetic Resonance in Medicine 19th Scientific Meeting
  4. P. Fan, B. Bilgic, T. Benner, B. R. Rosen, E. Adalsteinsson; Regularized Quantitative Susceptibility Mapping for Phase-based Regional Oxygen Metabolism (PROM) at 7T; International Society for Magnetic Resonance in Medicine 19th Scientific Meeting

Theses:

  1. B. Bilgic; Reconstruction Algorithms for MRI; Ph.D. thesis, Massachusetts Institute of Technology, Department of Electrical Engineering and Computer Science, February 2013 [PDF]
  2. B. Bilgic; Fast Human Detection with Cascaded Ensembles; S.M. thesis, Massachusetts Institute of Technology, Department of Electrical Engineering and Computer Science, February 2010 [PDF]

Patents:

  1. S.F. Cauley, B. Bilgic, K. Setsompop, L.L. Wald; Systems and Methods For Fast Magnetic Resonance Image Reconstruction Using A Hierarchically Semiseparable Solver; patent pending.
  2. B. Bilgic, K. Setsompop, B.A. Gagoski, L.L. Wald; Rapid Gradient Echo Imaging with Echo-Shifted Wave-CAIPI; patent pending.
  3. B. Bilgic, K. Setsompop, L.L. Wald; Simultaneous Multi-Slice (SMS) Imaging with Random Gradient Blip Scheme; patent pending.
  4. B. Bilgic, K. Setsompop; Fast Quantitative Susceptibility Mapping with L1-Regularization and Automatic Parameter Selection; patent pending.
  5. B. Bilgic, E. Adalsteinsson; Joint Bayesian Compressed Sensing with Applications in MRI; WIPO Patent No. WO/2012/037067, 2012.

Contact Information:

Berkin

Room 2.102, Building 75
13th Street
Charlestown, MA 02129

E-mail: berkin AT nmr.mgh.harvard.edu

Tel: 617-866-8740