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Mathews Jacob - Publications

Affiliations: 
Biomedical Engineering University of Iowa, Iowa City, IA 
Area:
Biomedical Engineering, Radiology
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129 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2024 Rusho RZ, Ahmed AH, Kruger S, Alam W, Meyer D, Howard D, Story B, Jacob M, Lingala SG. Prospectively accelerated dynamic speech magnetic resonance imaging at 3 T using a self-navigated spiral-based manifold regularized scheme. Nmr in Biomedicine. e5135. PMID 38440911 DOI: 10.1002/nbm.5135  0.408
2023 Pramanik A, Zimmerman MB, Jacob M. Memory-efficient model-based deep learning with convergence and robustness guarantees. Ieee Transactions On Computational Imaging. 9: 260-275. PMID 37090026 DOI: 10.1109/tci.2023.3252268  0.354
2023 Zou Q, Priya S, Nagpal P, Jacob M. Joint Cardiac Mapping and Cardiac Cine Using Manifold Modeling. Bioengineering (Basel, Switzerland). 10. PMID 36978736 DOI: 10.3390/bioengineering10030345  0.32
2022 Aggarwal HK, Pramanik A, John M, Jacob M. ENSURE: A general approach for unsupervised training of deep image reconstruction algorithms. Ieee Transactions On Medical Imaging. PMID 36417742 DOI: 10.1109/TMI.2022.3224359  0.353
2022 Zou Q, Ahmed AH, Nagpal P, Priya S, Schulte RF, Jacob M. Variational manifold learning from incomplete data: application to multi-slice dynamic MRI. Ieee Transactions On Medical Imaging. PMID 35816534 DOI: 10.1109/TMI.2022.3189905  0.368
2022 Zou Q, Torres LA, Fain SB, Higano NS, Bates AJ, Jacob M. Dynamic imaging using motion-compensated smoothness regularization on manifolds (MoCo-SToRM). Physics in Medicine and Biology. PMID 35714617 DOI: 10.1088/1361-6560/ac79fc  0.375
2022 Ahmed AH, Zou Q, Nagpal P, Jacob M. Dynamic Imaging using Deep Bi-linear Unsupervised Representation (DEBLUR). Ieee Transactions On Medical Imaging. PMID 35436187 DOI: 10.1109/TMI.2022.3168559  0.325
2021 Ahmed AH, Nagpal P, Kruger S, Jacob M. DYNAMIC IMAGING USING DEEP BILINEAR UNSUPERVISED LEARNING (DEBLUR). Proceedings. Ieee International Symposium On Biomedical Imaging. 2021: 1099-1102. PMID 34691363 DOI: 10.1109/isbi48211.2021.9433882  0.316
2021 Pramanik A, Jacob M. RECONSTRUCTION AND SEGMENTATION OF PARALLEL MR DATA USING IMAGE DOMAIN DEEP-SLR. Proceedings. Ieee International Symposium On Biomedical Imaging. 2021. PMID 34354795 DOI: 10.1109/isbi48211.2021.9434056  0.318
2021 Zou Q, Ahmed AH, Nagpal P, Kruger S, Jacob M. DEEP GENERATIVE STORM MODEL FOR DYNAMIC IMAGING. Proceedings. Ieee International Symposium On Biomedical Imaging. 2021. PMID 34336134 DOI: 10.1109/isbi48211.2021.9433839  0.382
2021 Zou Q, Ahmed AH, Nagpal P, Kruger S, Jacob M. Dynamic imaging using a deep generative SToRM (Gen-SToRM) model. Ieee Transactions On Medical Imaging. PMID 33720831 DOI: 10.1109/TMI.2021.3065948  0.399
2020 Jacob M, Mani MP, Ye JC. Structured Low-Rank Algorithms: Theory, Magnetic Resonance Applications, and Links to Machine Learning. Ieee Signal Processing Magazine. 37: 54-68. PMID 35027816 DOI: 10.1109/msp.2019.2950432  0.356
2020 Siemonsma S, Kruger S, Balachandrasekaran A, Mani M, Jacob M. MULTI-ECHO RECOVERY WITH FIELD INHOMOGENEITY COMPENSATION USING STRUCTURED LOW-RANK MATRIX COMPLETION. Proceedings. Ieee International Symposium On Biomedical Imaging. 2020: 1074-1077. PMID 34671437 DOI: 10.1109/ISBI45749.2020.9098418  0.393
2020 Aggarwal HK, Jacob M. J-MoDL: Joint Model-Based Deep Learning for Optimized Sampling and Reconstruction. Ieee Journal of Selected Topics in Signal Processing. 14: 1151-1162. PMID 33613806 DOI: 10.1109/Jstsp.2020.3004094  0.451
2020 Pramanik A, Aggarwal H, Jacob M. CALIBRATIONLESS PARALLEL MRI USING MODEL BASED DEEP LEARNING (C-MODL). Proceedings. Ieee International Symposium On Biomedical Imaging. 2020: 1428-1431. PMID 33584976 DOI: 10.1109/isbi45749.2020.9098490  0.309
2020 Aggarwal HK, Jacob M. JOINT OPTIMIZATION OF SAMPLING PATTERN AND PRIORS IN MODEL BASED DEEP LEARNING. Proceedings. Ieee International Symposium On Biomedical Imaging. 2020: 926-929. PMID 33584975 DOI: 10.1109/isbi45749.2020.9098639  0.312
2020 Mani MP, Aggarwal HK, Ghosh S, Jacob M. Model-Based Deep Learning for Reconstruction of Joint k-q Under-sampled High Resolution Diffusion MRI. Proceedings. Ieee International Symposium On Biomedical Imaging. 2020: 913-916. PMID 33574989 DOI: 10.1109/isbi45749.2020.9098593  0.335
2020 Joy A, Jacob M, Paul JS. Compressed sensing MRI using an interpolation-free nonlinear diffusion model. Magnetic Resonance in Medicine. PMID 32936476 DOI: 10.1002/Mrm.28493  0.427
2020 Pramanik A, Aggarwal H, Jacob M. Deep Generalization of Structured Low-Rank Algorithms (Deep-SLR). Ieee Transactions On Medical Imaging. PMID 32755854 DOI: 10.1109/Tmi.2020.3014581  0.524
2020 Ahmed AH, Zhou R, Yang Y, Nagpal P, Salerno M, Jacob M. Free-breathing and ungated dynamic MRI using navigator-less spiral SToRM. Ieee Transactions On Medical Imaging. PMID 32746136 DOI: 10.1109/Tmi.2020.3008329  0.533
2020 Hu Y, Li X, Gu Y, Jacob M. Hyperspectral Image Recovery Using Nonconvex Sparsity and Low-Rank Regularizations Ieee Transactions On Geoscience and Remote Sensing. 58: 532-545. DOI: 10.1109/Tgrs.2019.2937901  0.49
2020 Jacob M, Ye JC, Ying L, Doneva M. Computational MRI: Compressive Sensing and Beyond [From the Guest Editors] Ieee Signal Processing Magazine. 37: 21-23. DOI: 10.1109/Msp.2019.2953993  0.474
2020 Jacob M, Mani MP, Ye JC. Structured Low-Rank Algorithms: Theory, Magnetic Resonance Applications, and Links to Machine Learning Ieee Signal Processing Magazine. 37: 54-68. DOI: 10.1109/Msp.2019.2950432  0.46
2019 Poddar S, Mohsin YQ, Ansah D, Thattaliyath B, Ashwath R, Jacob M. Manifold recovery using kernel low-rank regularization: application to dynamic imaging. Ieee Transactions On Computational Imaging. 5: 478-491. PMID 33768137 DOI: 10.1109/tci.2019.2893598  0.435
2019 Mani M, Aggarwal HK, Magnotta V, Jacob M. Improved MUSSELS reconstruction for high-resolution multi-shot diffusion weighted imaging. Magnetic Resonance in Medicine. PMID 31789440 DOI: 10.1002/Mrm.28090  0.395
2019 Aggarwal HK, Mani MP, Jacob M. MoDL-MUSSELS: Model-Based Deep Learning for Multishot Sensitivity-Encoded Diffusion MRI. Ieee Transactions On Medical Imaging. PMID 31603819 DOI: 10.1109/Tmi.2019.2946501  0.455
2019 Mani M, Jacob M, McKinnon G, Yang B, Rutt B, Kerr A, Magnotta V. SMS MUSSELS: A navigator-free reconstruction for simultaneous multi-slice-accelerated multi-shot diffusion weighted imaging. Magnetic Resonance in Medicine. PMID 31403223 DOI: 10.1002/Mrm.27924  0.357
2019 Joy A, Jacob M, Paul JS. Directionality guided non linear diffusion compressed sensing MR image reconstruction. Magnetic Resonance in Medicine. PMID 31364204 DOI: 10.1002/Mrm.27895  0.394
2019 Humston JJ, Bhattacharya I, Jacob M, Cheatum CM. Optimized reconstructions of compressively sampled two-dimensional infrared spectra. The Journal of Chemical Physics. 150: 234202. PMID 31228910 DOI: 10.1063/1.5097946  0.403
2019 Zhou R, Yang Y, Mathew RC, Mugler JP, Weller DS, Kramer CM, Ahmed AH, Jacob M, Salerno M. Free-breathing cine imaging with motion-corrected reconstruction at 3T using SPiral Acquisition with Respiratory correction and Cardiac Self-gating (SPARCS). Magnetic Resonance in Medicine. PMID 31006916 DOI: 10.1002/Mrm.27763  0.38
2019 Mohsin YQ, Poddar S, Jacob M. Free-breathing & ungated cardiac MRI using iterative SToRM (i-SToRM). Ieee Transactions On Medical Imaging. PMID 30932835 DOI: 10.1109/Tmi.2019.2908140  0.508
2019 Biswas S, Aggarwal HK, Jacob M. Dynamic MRI using model-based deep learning and SToRM priors: MoDL-SToRM. Magnetic Resonance in Medicine. PMID 30860286 DOI: 10.1002/Mrm.27706  0.402
2019 Zou Q, Poddar S, Jacob M. Sampling of Planar Curves: Theory and Fast Algorithms Ieee Transactions On Signal Processing. 67: 6455-6467. DOI: 10.1109/Tsp.2019.2954508  0.374
2019 Poddar S, Mohsin YQ, Ansah D, Thattaliyath B, Ashwath R, Jacob M. Manifold Recovery Using Kernel Low-Rank Regularization: Application to Dynamic Imaging Ieee Transactions On Computational Imaging. 5: 478-491. DOI: 10.1109/Tci.2019.2893598  0.526
2018 Bhattacharya I, Jacob M. DENOISING AND DEINTERLEAVING OF EPSI DATA USING STRUCTURED LOW-RANK MATRIX RECOVERY. Proceedings. Ieee International Symposium On Biomedical Imaging. 2018: 679-682. PMID 33633819 DOI: 10.1109/isbi.2018.8363665  0.331
2018 Hu Y, Liu X, Jacob M. ADAPTIVE STRUCTURED LOW RANK ALGORITHM FOR MR IMAGE RECOVERY. Proceedings. Ieee International Symposium On Biomedical Imaging. 2018: 1260-1263. PMID 33623637 DOI: 10.1109/isbi.2018.8363800  0.355
2018 Poddar S, Jacob M. RECOVERY OF POINT CLOUDS ON SURFACES: APPLICATION TO IMAGE RECONSTRUCTION. Proceedings. Ieee International Symposium On Biomedical Imaging. 2018: 1272-1275. PMID 33619441 DOI: 10.1109/isbi.2018.8363803  0.325
2018 Aggarwal HK, Mani MP, Jacob M. MODEL BASED IMAGE RECONSTRUCTION USING DEEP LEARNED PRIORS (MODL). Proceedings. Ieee International Symposium On Biomedical Imaging. 2018: 671-674. PMID 33584973 DOI: 10.1109/isbi.2018.8363663  0.305
2018 Hu Y, Liu X, Jacob M. A Generalized Structured Low-Rank Matrix Completion Algorithm for MR Image Recovery. Ieee Transactions On Medical Imaging. PMID 30561342 DOI: 10.1109/Tmi.2018.2886290  0.458
2018 Balachandrasekaran A, Mani M, Jacob M. Calibration-free B0 correction of EPI data using structured low rank matrix recovery. Ieee Transactions On Medical Imaging. PMID 30334785 DOI: 10.1109/Tmi.2018.2876423  0.488
2018 Ongie G, Biswas S, Jacob M. Convex recovery of continuous domain piecewise constant images from nonuniform Fourier samples. Ieee Transactions On Signal Processing : a Publication of the Ieee Signal Processing Society. 66: 236-250. PMID 30140146 DOI: 10.1109/Tsp.2017.2750111  0.447
2018 Aggarwal HK, Mani MP, Jacob M. MoDL: Model Based Deep Learning Architecture for Inverse Problems. Ieee Transactions On Medical Imaging. PMID 30106719 DOI: 10.1109/Tmi.2018.2865356  0.371
2018 Mani M, Magnotta V, Jacob M. A general algorithm for compensation of trajectory errors: Application to radial imaging. Magnetic Resonance in Medicine. PMID 29493002 DOI: 10.1002/Mrm.27148  0.435
2018 Yu H, Chapman B, Di Florio A, Eischen E, Gotz D, Jacob M, Blair RH. Bootstrapping estimates of stability for clusters, observations and model selection Computational Statistics. 34: 349-372. DOI: 10.1007/S00180-018-0830-Y  0.309
2017 Balachandrasekaran A, Jacob M. NOVEL STRUCTURED LOW-RANK ALGORITHM TO RECOVER SPATIALLY SMOOTH EXPONENTIAL IMAGE TIME SERIES. Proceedings. Ieee International Symposium On Biomedical Imaging. 2017: 1-4. PMID 33763179 DOI: 10.1109/isbi.2017.7950454  0.323
2017 Ongie G, Jacob M. A Fast Algorithm for Convolutional Structured Low-rank Matrix Recovery. Ieee Transactions On Computational Imaging. 3: 535-550. PMID 29911129 DOI: 10.1109/Tci.2017.2721819  0.454
2017 Bhattacharya I, Humston JJ, Cheatum CM, Jacob M. Accelerating two-dimensional infrared spectroscopy while preserving lineshapes using GIRAF. Optics Letters. 42: 4573-4576. PMID 29140315 DOI: 10.1364/Ol.42.004573  0.427
2017 Balachandrasekaran A, Magnotta V, Jacob M. Recovery of damped exponentials using structured low rank matrix completion. Ieee Transactions On Medical Imaging. PMID 28715328 DOI: 10.1109/Tmi.2017.2726995  0.429
2017 Biswas S, Dasgupta S, Mudumbai R, Jacob M. Subspace aware recovery of low rank and jointly sparse signals. Ieee Transactions On Computational Imaging. 3: 22-35. PMID 28630889 DOI: 10.1109/Tci.2016.2628352  0.42
2017 Humston JJ, Bhattacharya I, Jacob M, Cheatum CM. Compressively Sampled Two-Dimensional Infrared Spectroscopy That Preserves Lineshape Information. The Journal of Physical Chemistry. A. PMID 28365984 DOI: 10.1021/Acs.Jpca.7B01965  0.303
2016 Ongie G, Jacob M. A FAST ALGORITHM FOR STRUCTURED LOW-RANK MATRIX RECOVERY WITH APPLICATIONS TO UNDERSAMPLED MRI RECONSTRUCTION. Proceedings. Ieee International Symposium On Biomedical Imaging. 2016: 522-525. PMID 33763178 DOI: 10.1109/isbi.2016.7493322  0.374
2016 Ongie G, Biswas S, Jacob M. STRUCTURED LOW-RANK RECOVERY OF PIECEWISE CONSTANT SIGNALS WITH PERFORMANCE GUARANTEES. Proceedings. International Conference On Image Processing. 2016: 963-967. PMID 33762896 DOI: 10.1109/icip.2016.7532500  0.347
2016 Hu Y, Jacob M. Multiple Degree Total Variation (MDTV) Regularization for Image Restoration. Proceedings. International Conference On Image Processing. 2016: 1958-1962. PMID 33628137 DOI: 10.1109/icip.2016.7532700  0.367
2016 Bhattacharya I, Jacob M. COMPARTMENTALIZED LOW-RANK REGULARIZATION WITH ORTHOGONALITY CONSTRAINTS FOR HIGH-RESOLUTION MRSI. Proceedings. Ieee International Symposium On Biomedical Imaging. 2016: 960-963. PMID 33619440 DOI: 10.1109/isbi.2016.7493424  0.338
2016 Balachandrasekaran A, Ongie G, Jacob M. ACCELERATED DYNAMIC MRI USING STRUCTURED LOW RANK MATRIX COMPLETION. Proceedings. International Conference On Image Processing. 2016: 1858-1862. PMID 33597830 DOI: 10.1109/icip.2016.7532680  0.347
2016 Ongie G, Jacob M. Off-the-Grid Recovery of Piecewise Constant Images from Few Fourier Samples. Siam Journal On Imaging Sciences. 9: 1004-1041. PMID 29973971 DOI: 10.1137/15M1042280  0.459
2016 Mani M, Magnotta V, Kelley D, Jacob M. Comprehensive reconstruction of multi-shot multi-channel diffusion data using mussels. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2016: 1107-1110. PMID 28268519 DOI: 10.1109/EMBC.2016.7590897  0.352
2016 Mani M, Magnotta V, Kelley D, Jacob M, Mani M, Magnotta V, Kelley D, Jacob M, Jacob M, Magnotta V, Mani M, Kelley D. Comprehensive reconstruction of multi-shot multi-channel diffusion data using mussels. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2016: 1107-1110. PMID 28226693 DOI: 10.1109/EMBC.2016.7590897  0.352
2016 Bhattacharya I, Jacob M. Compartmentalized low-rank recovery for high-resolution lipid unsuppressed MRSI. Magnetic Resonance in Medicine. PMID 27851875 DOI: 10.1002/Mrm.26537  0.407
2016 Mani M, Jacob M, Kelley D, Magnotta V. Multi-shot sensitivity-encoded diffusion data recovery using structured low-rank matrix completion (MUSSELS). Magnetic Resonance in Medicine. PMID 27550212 DOI: 10.1002/Mrm.26382  0.365
2016 Mohsin YQ, Lingala SG, DiBella E, Jacob M. Accelerated dynamic MRI using patch regularization for implicit motion compensation. Magnetic Resonance in Medicine. PMID 27091812 DOI: 10.1002/Mrm.26215  0.716
2016 Liao C, Chen Y, Cao X, Chen S, He H, Mani M, Jacob M, Magnotta V, Zhong J. Efficient parallel reconstruction for high resolution multishot spiral diffusion data with low rank constraint. Magnetic Resonance in Medicine. PMID 26968846 DOI: 10.1002/Mrm.26199  0.43
2016 Bhave S, Lingala SG, Newell JD, Nagle SK, Jacob M. Blind Compressed Sensing Enables 3-Dimensional Dynamic Free Breathing Magnetic Resonance Imaging of Lung Volumes and Diaphragm Motion. Investigative Radiology. PMID 26863578 DOI: 10.1097/Rli.0000000000000253  0.738
2016 Bhattacharya I, Jacob M. Compartmentalized low-rank regularization with orthogonality constraints for high-resolution MRSI Proceedings - International Symposium On Biomedical Imaging. 2016: 960-963. DOI: 10.1109/ISBI.2016.7493424  0.344
2015 Poddar S, Jacob M. Dynamic MRI using SmooThness Regularization on Manifolds (SToRM). Ieee Transactions On Medical Imaging. PMID 26685228 DOI: 10.1109/Tmi.2015.2509245  0.544
2015 Bhave S, Lingala SG, Johnson CP, Magnotta VA, Jacob M. Accelerated whole-brain multi-parameter mapping using blind compressed sensing. Magnetic Resonance in Medicine : Official Journal of the Society of Magnetic Resonance in Medicine / Society of Magnetic Resonance in Medicine. PMID 25850952 DOI: 10.1002/Mrm.25722  0.66
2015 Mohsin YQ, Ongie G, Jacob M. Iterative Shrinkage Algorithm for Patch-Smoothness Regularized Medical Image Recovery. Ieee Transactions On Medical Imaging. 34: 2417-28. PMID 25647445 DOI: 10.1109/Tmi.2015.2398466  0.498
2015 Mani M, Jacob M, Magnotta V, Zhong J. Fast iterative algorithm for the reconstruction of multishot non-cartesian diffusion data. Magnetic Resonance in Medicine. 74: 1086-94. PMID 25323847 DOI: 10.1002/Mrm.25486  0.398
2015 Lingala SG, DiBella E, Jacob M. Deformation corrected compressed sensing (DC-CS): a novel framework for accelerated dynamic MRI. Ieee Transactions On Medical Imaging. 34: 72-85. PMID 25095251 DOI: 10.1109/Tmi.2014.2343953  0.772
2015 Cui C, Wu X, Newell JD, Jacob M. Fat water decomposition using globally optimal surface estimation (GOOSE) algorithm. Magnetic Resonance in Medicine. 73: 1289-99. PMID 24604689 DOI: 10.1002/Mrm.25193  0.3
2015 Mani M, Jacob M, Guidon A, Magnotta V, Zhong J. Acceleration of high angular and spatial resolution diffusion imaging using compressed sensing with multichannel spiral data. Magnetic Resonance in Medicine. 73: 126-38. PMID 24443248 DOI: 10.1002/Mrm.25119  0.495
2015 Lingala SG, Dibella E, Jacob M. Deformation corrected compressed sensing (DC-CS): A novel framework for accelerated dynamic MRI Ieee Transactions On Medical Imaging. 34: 72-85. DOI: 10.1109/TMI.2014.2343953  0.68
2015 Ongie G, Jacob M. Recovery of piecewise smooth images from few fourier samples 2015 International Conference On Sampling Theory and Applications, Sampta 2015. 543-547. DOI: 10.1109/SAMPTA.2015.7148950  0.367
2015 Biswas S, Achanta HK, Jacob M, Dasgupta S, Mudumbai R. Recovery of Low Rank and Jointly Sparse Matrices with Two Sampling Matrices Ieee Signal Processing Letters. 22: 1945-1949. DOI: 10.1109/Lsp.2015.2447455  0.348
2015 Ongie G, Jacob M. Recovery of Discontinuous Signals Using Group Sparse Higher Degree Total Variation Ieee Signal Processing Letters. 22: 1414-1418. DOI: 10.1109/Lsp.2015.2407321  0.377
2015 Ongie G, Jacob M. Super-resolution MRI using finite rate of innovation curves Proceedings - International Symposium On Biomedical Imaging. 2015: 1248-1251. DOI: 10.1109/ISBI.2015.7164100  0.407
2015 Balachandrasekaran A, Jacob M. Accelerated dynamic MRI using self expressiveness prior Proceedings - International Symposium On Biomedical Imaging. 2015: 893-896. DOI: 10.1109/ISBI.2015.7164014  0.385
2015 Poddar S, Jacob M. Low rank recovery with manifold smoothness prior: Theory and application to accelerated dynamic MRI Proceedings - International Symposium On Biomedical Imaging. 2015: 319-322. DOI: 10.1109/ISBI.2015.7163877  0.455
2014 Bhave S, Lingala SG, Jacob M. A variable splitting based algorithm for fast multi-coil blind compressed sensing MRI reconstruction. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2014: 2400-3. PMID 25570473 DOI: 10.1109/EMBC.2014.6944105  0.734
2014 Mohsin YQ, Ongie G, Jacob M. Accelerated MRI using iterative non-local shrinkage. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2014: 1545-8. PMID 25570265 DOI: 10.1109/EMBC.2014.6943897  0.339
2014 Hu Y, Ongie G, Ramani S, Jacob M. Generalized higher degree total variation (HDTV) regularization. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 23: 2423-35. PMID 24710832 DOI: 10.1109/Tip.2014.2315156  0.467
2014 Yang Z, Jacob M. Mean square optimal NUFFT approximation for efficient non-Cartesian MRI reconstruction. Journal of Magnetic Resonance (San Diego, Calif. : 1997). 242: 126-35. PMID 24637054 DOI: 10.1016/J.Jmr.2014.01.016  0.453
2014 Daducci A, Canales-Rodríguez EJ, Descoteaux M, Garyfallidis E, Gur Y, Lin YC, Mani M, Merlet S, Paquette M, Ramirez-Manzanares A, Reisert M, Reis Rodrigues P, Sepehrband F, Caruyer E, Choupan J, ... ... Jacob M, et al. Quantitative comparison of reconstruction methods for intra-voxel fiber recovery from diffusion MRI. Ieee Transactions On Medical Imaging. 33: 384-99. PMID 24132007 DOI: 10.1109/Tmi.2013.2285500  0.427
2014 Bhave S, Eslami R, Jacob M. Sparse spectral deconvolution algorithm for noncartesian MR spectroscopic imaging. Magnetic Resonance in Medicine. 71: 469-76. PMID 23494949 DOI: 10.1002/Mrm.24693  0.403
2014 Lingala S, Mohsin Y, Newell JD, Sieren JC, Thedens D, Kollasch P, Jacob M. Accelerating dynamic imaging of the lung using blind compressed sensing Journal of Cardiovascular Magnetic Resonance. 16: W27. DOI: 10.1186/1532-429X-16-S1-W27  0.714
2014 Lingala S, DiBella EV, Jacob M. A generalized motion compensated compressed sensing scheme for highly accelerated myocardial perfusion MRI Journal of Cardiovascular Magnetic Resonance. 16: W23. DOI: 10.1186/1532-429X-16-S1-W23  0.721
2014 Poddar S, Lingala SG, Jacob M. Joint recovery of under sampled signals on a manifold: Application to free breathing cardiac MRI Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 6904-6908. DOI: 10.1109/ICASSP.2014.6854938  0.72
2013 Lingala SG, Jacob M. BLIND COMPRESSED SENSING WITH SPARSE DICTIONARIES FOR ACCELERATED DYNAMIC MRI. Proceedings / Ieee International Symposium On Biomedical Imaging: From Nano to Macro. Ieee International Symposium On Biomedical Imaging. 5-8. PMID 24691250 DOI: 10.1109/ISBI.2013.6556398  0.733
2013 Hu Y, Ramani S, Jacob M. A FAST MAJORIZE MINIMIZE ALGORITHM FOR HIGHER DEGREE TOTAL VARIATION REGULARIZATION. Proceedings / Ieee International Symposium On Biomedical Imaging: From Nano to Macro. Ieee International Symposium On Biomedical Imaging. 326-329. PMID 24663389 DOI: 10.1109/ISBI.2013.6556478  0.384
2013 Lingala SG, DiBella E, Adluru G, McGann C, Jacob M. Accelerating free breathing myocardial perfusion MRI using multi coil radial k-t SLR. Physics in Medicine and Biology. 58: 7309-27. PMID 24077063 DOI: 10.1088/0031-9155/58/20/7309  0.751
2013 Lingala SG, Jacob M. Blind compressive sensing dynamic MRI. Ieee Transactions On Medical Imaging. 32: 1132-45. PMID 23542951 DOI: 10.1109/Tmi.2013.2255133  0.774
2013 Yang Z, Jacob M. Nonlocal regularization of inverse problems: a unified variational framework. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 22: 3192-203. PMID 23014745 DOI: 10.1109/Tip.2012.2216278  0.479
2013 Lingala SG, Jacob M. Accelerated dynamic MRI using sparse dictionary learning Proceedings of Spie - the International Society For Optical Engineering. 8858. DOI: 10.1117/12.2024867  0.769
2012 Goud Lingala S, Jacob M. A BLIND COMPRESSIVE SENSING FRAMEWORK FOR ACCELERATED DYNAMIC MRI. Proceedings / Ieee International Symposium On Biomedical Imaging: From Nano to Macro. Ieee International Symposium On Biomedical Imaging. 1060-1063. PMID 24663291 DOI: 10.1109/ISBI.2012.6235741  0.497
2012 Hu Y, Jacob M. Higher degree total variation (HDTV) regularization for image recovery. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 21: 2559-71. PMID 22249711 DOI: 10.1109/Tip.2012.2183143  0.499
2012 Hu Y, Lingala SG, Jacob M. A fast majorize-minimize algorithm for the recovery of sparse and low-rank matrices. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 21: 742-53. PMID 21859601 DOI: 10.1109/Tip.2011.2165552  0.776
2012 Lingala SG, DiBella E, Jacob M. Accelerated imaging of rest and stress myocardial perfusion MRI using multi-coil k-t SLR: a feasibility study Journal of Cardiovascular Magnetic Resonance. 14. DOI: 10.1186/1532-429X-14-S1-P239  0.749
2012 Lingala SG, DiBella E, Chefd'hotel C, Nadar M, Jacob M. Motion compensated reconstruction for myocardial perfusion MRI Journal of Cardiovascular Magnetic Resonance. 14. DOI: 10.1186/1532-429X-14-S1-M11  0.736
2012 Mani M, Jacob M, Guidon A, Magnotta V, Zhong J. Accelerating non-cartesian sense for large coil arrays: Application to motion compensation in multishot DWI Proceedings - International Symposium On Biomedical Imaging. 406-409. DOI: 10.1109/ISBI.2012.6235570  0.422
2012 Mani M, Jacob M, Guidon A, Liu C, Song A, Magnotta V, Zhong J. Acceleration of high angular and spatial resolution diffusion imaging using compressed sensing Proceedings - International Symposium On Biomedical Imaging. 326-329. DOI: 10.1109/ISBI.2012.6235550  0.324
2011 Lingala SG, Hu Y, DiBella E, Jacob M. Accelerated dynamic MRI exploiting sparsity and low-rank structure: k-t SLR. Ieee Transactions On Medical Imaging. 30: 1042-54. PMID 21292593 DOI: 10.1109/Tmi.2010.2100850  0.781
2011 Kashyap S, Yang Z, Jacob M. Non-Iterative Regularized reconstruction Algorithm for Non-CartesiAn MRI: NIRVANA. Magnetic Resonance Imaging. 29: 222-9. PMID 21144688 DOI: 10.1016/J.Mri.2010.08.017  0.537
2011 Hu Y, Jacob M. Higher degree total variation (HDTV) algorithms for biomedical inverse problems Proceedings of Spie. 8138. DOI: 10.1117/12.893062  0.475
2011 Lingala SG, Hu Y, Jacob M. Blind linear models for the recovery of dynamic MRI data Proceedings of Spie - the International Society For Optical Engineering. 8138. DOI: 10.1117/12.893060  0.738
2011 Lingala SG, Hu Y, Dibella E, Jacob M. Accelerated first pass cardiac perfusion MRI using improved k - T SLR Proceedings - International Symposium On Biomedical Imaging. 1280-1283. DOI: 10.1109/ISBI.2011.5872635  0.756
2011 Eslami R, Jacob M. A sparse reconstruction algorithm for parallel spiral MR spectroscopic imaging Proceedings - International Symposium On Biomedical Imaging. 93-96. DOI: 10.1109/ISBI.2011.5872362  0.418
2011 Lingala SG, Nadar M, Chefd'Hotel C, Zhang L, Jacob M. Unified reconstruction and motion estimation in cardiac perfusion MRI Proceedings - International Symposium On Biomedical Imaging. 65-68. DOI: 10.1109/ISBI.2011.5872355  0.751
2010 Eslami R, Jacob M. Robust reconstruction of MRSI data using a sparse spectral model and high resolution MRI priors. Ieee Transactions On Medical Imaging. 29: 1297-309. PMID 20363676 DOI: 10.1109/Tmi.2010.2046673  0.521
2010 Lin Y, Gu T, Chen Z, Kennedy S, Jacob M, Zhong J. High-resolution MRS in the presence of field inhomogeneity via intermolecular double-quantum coherences on a 3-T whole-body scanner. Magnetic Resonance in Medicine. 63: 303-11. PMID 20099324 DOI: 10.1002/Mrm.22224  0.328
2010 Kashyap S, Jacob M. A fast & accurate non-iterative algorithm for regularized non-Cartesian MRI 2010 7th Ieee International Symposium On Biomedical Imaging: From Nano to Macro, Isbi 2010 - Proceedings. 265-268. DOI: 10.1109/ISBI.2010.5490362  0.431
2010 Goud S, Hu Y, Jacob M. Real-time cardiac MRI using low-rank and sparsity penalties 2010 7th Ieee International Symposium On Biomedical Imaging: From Nano to Macro, Isbi 2010 - Proceedings. 988-991. DOI: 10.1109/ISBI.2010.5490154  0.358
2009 Jacob M, Sutton BP. Algebraic decomposition of fat and water in MRI. Ieee Transactions On Medical Imaging. 28: 173-84. PMID 19188106 DOI: 10.1109/Tmi.2008.927344  0.483
2009 Jacob M. Optimized least-square nonuniform fast Fourier transform Ieee Transactions On Signal Processing. 57: 2165-2177. DOI: 10.1109/Tsp.2009.2014809  0.388
2009 Eslami R, Jacob M. Reduction of distortions in mrsi using a new signal model Proceedings - 2009 Ieee International Symposium On Biomedical Imaging: From Nano to Macro, Isbi 2009. 438-441. DOI: 10.1109/ISBI.2009.5193078  0.33
2009 Frazin RA, Jacob M, Manchester WB, Morgan H, Wakin MB. TOWARD RECONSTRUCTION OF CORONAL MASS EJECTION DENSITY FROM ONLY THREE POINTS OF VIEW The Astrophysical Journal. 695: 636-641. DOI: 10.1088/0004-637X/695/1/636  0.333
2007 Jacob M, Zhu X, Ebel A, Schuff N, Liang ZP. Improved model-based magnetic resonance spectroscopic imaging. Ieee Transactions On Medical Imaging. 26: 1305-18. PMID 17948722 DOI: 10.1109/Tmi.2007.898583  0.47
2007 Khalidov I, Van De Ville D, Jacob M, Lazeyras F, Unser M. BSLIM: spectral localization by imaging with explicit B0 field inhomogeneity compensation. Ieee Transactions On Medical Imaging. 26: 990-1000. PMID 17649912 DOI: 10.1109/Tmi.2007.897385  0.44
2007 Jacob M, Sutton BP. Non-iterative dixon decomposition of fat and water 2007 4th Ieee International Symposium On Biomedical Imaging: From Nano to Macro - Proceedings. 1356-1359. DOI: 10.1109/ISBI.2007.357112  0.33
2007 Morrison RL, Jacob M, Do MN. Multichannel estimation of coil sensitivities in parallel MRI 2007 4th Ieee International Symposium On Biomedical Imaging: From Nano to Macro - Proceedings. 117-120. DOI: 10.1109/ISBI.2007.356802  0.314
2006 Jacob M, Toronov V, Bresler Y, Zhang X, Webb A. RECONSTRUCTION OF FUNCTIONAL ACTIVATIONS IN NEAR INFRARED SPECTROSCOPIC IMAGING. Proceedings / Ieee International Symposium On Biomedical Imaging: From Nano to Macro. Ieee International Symposium On Biomedical Imaging. 2006: 594-597. PMID 24443665 DOI: 10.1109/ISBI.2006.1624986  0.351
2006 Jacob M, Bresler Y, Toronov V, Zhang X, Webb A. Level-set algorithm for the reconstruction of functional activation in near-infrared spectroscopic imaging. Journal of Biomedical Optics. 11: 064029. PMID 17212552 DOI: 10.1117/1.2400595  0.486
2006 Jacob M, Blu T, Vaillant C, Maddocks JH, Unser M. 3-D shape estimation of DNA molecules from stereo cryo-electron micro-graphs using a projection-steerable snake. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 15: 214-27. PMID 16435551 DOI: 10.1109/Tip.2005.860310  0.335
2006 Jacob M, Toronov V, Webb A, Bresler Y. A new level-set algorithm for the diffuse optical imaging of the brain Proceedings of Spie - the International Society For Optical Engineering. 6085. DOI: 10.1117/12.660538  0.457
2006 Khalidov I, Van De Ville D, Jacob M, Lazeyras F, Unser M. Improved MRSI with field inhomogeneity compensation Progress in Biomedical Optics and Imaging - Proceedings of Spie. 6144. DOI: 10.1117/12.651868  0.322
2006 Haldar JP, Jacob M, Ebel A, Zhu X, Schuff N, Hernando D, Sutton BP, Liang ZP. Regularized inversion of noisy, incomplete MR spectroscopic imaging data with anatomical prior 2006 3rd Ieee International Symposium On Biomedical Imaging: From Nano to Macro - Proceedings. 2006: 718-721.  0.336
2004 Jacob M, Unser M. Design of steerable filters for feature detection using canny-like criteria. Ieee Transactions On Pattern Analysis and Machine Intelligence. 26: 1007-19. PMID 15641731 DOI: 10.1109/Tpami.2004.44  0.323
2004 Jacob M, Blu T, Unser M. Efficient energies and algorithms for parametric snakes. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 13: 1231-44. PMID 15449585 DOI: 10.1109/Tip.2004.832919  0.398
2002 Jacob M, Blu T, Unser M. Sampling of periodic signals: a quantitative error analysis Ieee Transactions On Signal Processing. 50: 1153-1159. DOI: 10.1109/78.995071  0.307
2001 Jacob M, Blu T, Unser M. An exact method for computing the area moments of wavelet and spline curves Ieee Transactions On Pattern Analysis and Machine Intelligence. 23: 633-642. DOI: 10.1109/34.927463  0.306
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