Merry P Mani

Advanced microstructure imaging at high b‐values and high resolution combining ultra‐high performance gradient diffusion imaging and model‐based deep learning demonstrated using 3D multi‐slab acquisition
Magnetic Resonance in Medicine. 2026; 95(1): 299 - 313. DOI:10.1002/MRM.70046.

Fast and ultra-high shot diffusion MRI image reconstruction with self-adaptive Hankel subspace
Medical Image Analysis. 2025; 102: 103546. DOI:10.1016/J.MEDIA.2025.103546.

Machine learning with multiple modalities of brain magnetic resonance imaging data to identify the presence of bipolar disorder
Journal of Affective Disorders. 2025; 368: 448 - 460. DOI:10.1016/J.JAD.2024.09.025.

2D CAIPI accelerated 3D multi-slab diffusion weighted EPI combined with qModeL reconstruction for fast high resolution microstructure imaging
Magnetic Resonance Imaging. 2024; 111: 57 - 66. DOI:10.1016/J.MRI.2024.04.003.

High-fidelity intravoxel incoherent motion parameter mapping using locally low-rank and subspace modeling
NeuroImage. 2024; 292: 120601. DOI:10.1016/J.NEUROIMAGE.2024.120601.

Multi‐band multi‐shot diffusion MRI reconstruction with joint usage of structured low‐rank constraints and explicit phase mapping
Magnetic Resonance in Medicine. 2023; 89(1): 95 - 111. DOI:10.1002/MRM.29422.

Validation of deep learning techniques for quality augmentation in diffusion MRI for clinical studies
NeuroImage: Clinical. 2023; 39: 103483. DOI:10.1016/J.NICL.2023.103483.

Multi‐band‐ and in‐plane‐accelerated diffusion MRI enabled by model‐based deep learning in q‐space and its extension to learning in the spherical harmonic domain
Magnetic Resonance in Medicine. 2022; 87(4): 1799 - 1815. DOI:10.1002/MRM.29095.

qModeL: A plug‐and‐play model‐based reconstruction for highly accelerated multi‐shot diffusion MRI using learned priors
Magnetic Resonance in Medicine. 2021; 86(2): 835 - 851. DOI:10.1002/MRM.28756.

Improved MUSSELS reconstruction for high‐resolution multi‐shot diffusion weighted imaging
Magnetic Resonance in Medicine. 2020; 83(6): 2253 - 2263. DOI:10.1002/MRM.28090.

MoDL-MUSSELS: Model-Based Deep Learning for Multishot Sensitivity-Encoded Diffusion MRI
IEEE Transactions on Medical Imaging. 2020; 39(4): 1268 - 1277. DOI:10.1109/TMI.2019.2946501.

Proton Exchange Magnetic Resonance Imaging: Current and Future Applications in Psychiatric Research
Frontiers in Psychiatry. 2020; 11:. DOI:10.3389/FPSYT.2020.532606.

SMS MUSSELS: A navigator‐free reconstruction for simultaneous multi‐slice‐accelerated multi‐shot diffusion weighted imaging
Magnetic Resonance in Medicine. 2020; 83(1): 154 - 169. DOI:10.1002/MRM.27924.

Structured Low-Rank Algorithms: Theory, Magnetic Resonance Applications, and Links to Machine Learning
IEEE Signal Processing Magazine. 2020; 37(1): 54 - 68. DOI:10.1109/MSP.2019.2950432.

Calibration-free B0 correction of EPI data using structured low rank matrix recovery
IEEE Transactions on Medical Imaging. 2019; 38(4): 979 - 990. DOI:10.1109/TMI.2018.2876423.

MoDL: Model-Based Deep Learning Architecture for Inverse Problems
IEEE Transactions on Medical Imaging. 2019; 38(2): 394 - 405. DOI:10.1109/TMI.2018.2865356.

A general algorithm for compensation of trajectory errors: Application to radial imaging
Magnetic Resonance in Medicine. 2018; 80(4): 1605 - 1613. DOI:10.1002/MRM.27148.

Alterations of the cerebellum and basal ganglia in bipolar disorder mood states detected by quantitative T1ρ mapping
Bipolar Disorders. 2018; 20(4): 381 - 390. DOI:10.1111/BDI.12581.

Efficient parallel reconstruction for high resolution multishot spiral diffusion data with low rank constraint
Magnetic Resonance in Medicine. 2017; 77(3): 1359 - 1366. DOI:10.1002/MRM.26199.

Multi-shot sensitivity-encoded diffusion data recovery using structured low-rank matrix completion (MUSSELS): Annihilating Filter K-Space Formulation for Multi-Shot DWI Recovery
Magnetic Resonance in Medicine. 2017; 78(2): 494 - 507. DOI:10.1002/MRM.26382.