Contact Information
Primary Office
L309 PBDB
169 Newton Road
Iowa City, IA 52242
319-335-5198
Education
BTech, Electrical and Electronics Engineering, Kerala University, College of EngineeringMS, Electrical and Computer Engineering, University of Illinois
PhD, Electrical and Computer Engineering, University of Rochester
Research Summary
Pulse sequence design for efficient MR acquisition
Design of trajectories for optimal multi-dimensional sampling Cartesian, multi-shot, spiral, radial
Novel reconstruction methods for enabling new MR applications
Phase-compensated high resolution Diffusion MRI
Self-Calibrated reconstruction methods artifact correction
Continuous domain compressed sensing, discrete compressed sensing, dictionary based recovery
Publications
Aggarwal, H. K., Mani, M. P. & Jacob, M. (2019). MoDL: Model-Based Deep Learning Architecture for Inverse Problems. IEEE transactions on medical imaging, 38(2), 394-405. PMID: 30106719.
Balachandrasekaran, A., Mani, M. & Jacob, M. (2018). Calibration-free B0 correction of EPI data using structured low rank matrix recovery. IEEE transactions on medical imaging. PMID: 30334785.
Mani, M., Magnotta, V. & Jacob, M. (2018). A general algorithm for compensation of trajectory errors: Application to radial imaging. Magnetic resonance in medicine, 80(4), 1605-1613. PMID: 29493002.
Johnson, C. P., Christensen, G. E., Fiedorowicz, J. G., Mani, M., Shaffer, J. J., Magnotta, V. A. & Wemmie, J. A. (2018). Alterations of the cerebellum and basal ganglia in bipolar disorder mood states detected by quantitative T1? mapping. Bipolar Disorders, 20(4), 381-390. DOI: 10.1111/bdi.12581.
Mani, M., Jacob, M., Kelley, D. & Magnotta, V. (2017). Multi-shot sensitivity-encoded diffusion data recovery using structured low-rank matrix completion (MUSSELS). Magnetic resonance in medicine, 78(2), 494-507. PMID: 27550212.
Liao, C., Chen, Y., Cao, X., Chen, S., He, H., Mani, M., Jacob, M., Magnotta, V. & Zhong, J. (2017). Efficient parallel reconstruction for high resolution multishot spiral diffusion data with low rank constraint. Magnetic resonance in medicine, 77(3), 1359-1366. PMID: 26968846.
Mani, M., Magnotta, V., Kelley, D. & Jacob, M. (2016). Comprehensive reconstruction of multi-shot multi-channel diffusion data using mussels. In Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS. (Vols. 2016-October). pp. 1107-1110. DOI: 10.1109/EMBC.2016.7590897.
Mani, M., Jacob, M., Magnotta, V. & Zhong, J. (2015). Fast iterative algorithm for the reconstruction of multishot non-cartesian diffusion data. Magnetic resonance in medicine, 74(4), 1086-94. PMID: 25323847.
Mani, M., Jacob, M., Guidon, A., Magnotta, V. & Zhong, J. (2015). Acceleration of high angular and spatial resolution diffusion imaging using compressed sensing with multichannel spiral data. Magnetic resonance in medicine, 73(1), 126-38. PMID: 24443248.
Daducci, A., Canales-Rodríguez, E. J., Descoteaux, M., Garyfallidis, E., Gur, Y., Lin, Y. C., Mani, M., Merlet, S., Paquette, M., Ramirez-Manzanares, A., Reisert, M., Reis Rodrigues, P., Sepehrband, F., Caruyer, E., Choupan, J., Deriche, R., Jacob, M., Menegaz, G., Prckovska, V., Rivera, M., Wiaux, Y. & Thiran, J. P. (2014). Quantitative comparison of reconstruction methods for intra-voxel fiber recovery from diffusion MRI. IEEE transactions on medical imaging, 33(2), 384-99. PMID: 24132007.
Dubose, L. E., Weng, T. B., Dubishar, K., Mani, M., Voss, M. W. & Pierce, G. L. (2014). Higher Aortic Stiffness and Carotid Systolic and Pulse Pressure Are Selectively Associated with Lower White Matter Integrity in The Genu and Frontal Cortex in Older Healthy Adults. Artery Research, 2014. DOI: 10.1016/j.artres.2014.09.028.
Bavelier, D., Achtman, R. L., Mani, M. & Föcker, J. (2012). Neural bases of selective attention in action video game players. Vision research, 61, 132-43. PMID: 21864560.