MoDL: Model-based deep learning architecture for inverse problems HK Aggarwal, MP Mani, M Jacob IEEE transactions on medical imaging 38 (2), 394-405, 2018 | 1215 | 2018 |
Neural bases of selective attention in action video game players D Bavelier, RL Achtman, M Mani, J Föcker Vision research 61, 132-143, 2012 | 436 | 2012 |
Multi‐shot sensitivity‐encoded diffusion data recovery using structured low‐rank matrix completion (MUSSELS) M Mani, M Jacob, D Kelley, V Magnotta Magnetic resonance in medicine 78 (2), 494-507, 2017 | 211 | 2017 |
Quantitative comparison of reconstruction methods for intra-voxel fiber recovery from diffusion MRI A Daducci, EJ Canales-Rodrı, M Descoteaux, E Garyfallidis, Y Gur, ... IEEE transactions on medical imaging 33 (2), 384-399, 2013 | 203 | 2013 |
Improving the speed of MRI with artificial intelligence PM Johnson, MP Recht, F Knoll Seminars in musculoskeletal radiology 24 (01), 012-020, 2020 | 75 | 2020 |
Structured low-rank algorithms: Theory, magnetic resonance applications, and links to machine learning M Jacob, MP Mani, JC Ye IEEE signal processing magazine 37 (1), 54-68, 2020 | 65 | 2020 |
Acceleration of high angular and spatial resolution diffusion imaging using compressed sensing with multichannel spiral data M Mani, M Jacob, A Guidon, V Magnotta, J Zhong Magnetic resonance in medicine 73 (1), 126-138, 2015 | 58 | 2015 |
MoDL-MUSSELS: model-based deep learning for multishot sensitivity-encoded diffusion MRI HK Aggarwal, MP Mani, M Jacob IEEE transactions on medical imaging 39 (4), 1268-1277, 2019 | 51 | 2019 |
Efficient parallel reconstruction for high resolution multishot spiral diffusion data with low rank constraint C Liao, Y Chen, X Cao, S Chen, H He, M Mani, M Jacob, V Magnotta, ... Magnetic resonance in medicine 77 (3), 1359-1366, 2017 | 48 | 2017 |
Alterations of the cerebellum and basal ganglia in bipolar disorder mood states detected by quantitative T1ρ mapping CP Johnson, GE Christensen, JG Fiedorowicz, M Mani, JJ Shaffer Jr, ... Bipolar disorders 20 (4), 381-390, 2018 | 42 | 2018 |
Model based image reconstruction using deep learned priors (MODL) HK Aggarwal, MP Mani, M Jacob 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018 …, 2018 | 37 | 2018 |
qModeL: A plug‐and‐play model‐based reconstruction for highly accelerated multi‐shot diffusion MRI using learned priors M Mani, VA Magnotta, M Jacob Magnetic resonance in medicine 86 (2), 835-851, 2021 | 35 | 2021 |
Improved MUSSELS reconstruction for high‐resolution multi‐shot diffusion weighted imaging M Mani, HK Aggarwal, V Magnotta, M Jacob Magnetic resonance in medicine 83 (6), 2253-2263, 2020 | 31 | 2020 |
SMS MUSSELS: a navigator‐free reconstruction for simultaneous multi‐slice‐accelerated multi‐shot diffusion weighted imaging M Mani, M Jacob, G McKinnon, B Yang, B Rutt, A Kerr, V Magnotta Magnetic resonance in medicine 83 (1), 154-169, 2020 | 25 | 2020 |
Model-based deep learning for reconstruction of joint kq under-sampled high resolution diffusion MRI MP Mani, HK Aggarwal, S Ghosh, M Jacob 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI), 913-916, 2020 | 21 | 2020 |
Comprehensive Reconstruction of Multi-shot Multi-channel Diffusion Data Using MUSSELS M Mani, V Magnotta, D Kelley, M Jacob Conf Proc IEEE Eng Med Biol Soc, 2016 | 19 | 2016 |
Fast iterative algorithm for the reconstruction of multishot non‐cartesian diffusion data M Mani, M Jacob, V Magnotta, J Zhong Magnetic resonance in medicine 74 (4), 1086-1094, 2015 | 18 | 2015 |
Multi-shot sensitivity-encoded diffusion MRI using model-based deep learning (MODL-MUSSELS) HK Aggarwal, MP Mani, M Jacob 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019 …, 2019 | 14 | 2019 |
Acceleration of high angular and spatial resolution diffusion imaging using compressed sensing M Mani, M Jacob, A Guidon, C Liu, A Song, V Magnotta, J Zhong 2012 9th IEEE International Symposium on Biomedical Imaging (ISBI), 326-329, 2012 | 14 | 2012 |
Calibration-free B0 correction of EPI data using structured low rank matrix recovery A Balachandrasekaran, M Mani, M Jacob IEEE transactions on medical imaging 38 (4), 979-990, 2018 | 12 | 2018 |