Search Results for author: Sajan Goud Lingala

Found 4 papers, 3 papers with code

Fast Low Rank column-wise Compressive Sensing for Accelerated Dynamic MRI

1 code implementation19 Dec 2022 Silpa Babu, Sajan Goud Lingala, Namrata Vaswani

This claim is based on comparisons on 8 different retrospectively under sampled multi-coil dynamic MRI applications, sampled using either 1D Cartesian or 2D pseudo radial under sampling, at multiple sampling rates.

Compressive Sensing

Fast Low Rank column-wise Compressive Sensing for Accelerated Dynamic MRI

1 code implementation27 Jun 2022 Silpa Babu, Sajan Goud Lingala, Namrata Vaswani

By general, we mean that our algorithm can be used for multiple accelerated dynamic MRI applications and multiple sampling rates (acceleration rates) and patterns with a single choice of parameters (no parameter tuning).

Compressive Sensing

Deformation corrected compressed sensing (DC-CS): a novel framework for accelerated dynamic MRI

no code implementations29 May 2014 Sajan Goud Lingala, Edward DiBella, Mathews Jacob

Through experiments on numerical phantom and in vivo myocardial perfusion MRI datasets, we demonstrate the utility of the proposed DC-CS scheme in providing robust reconstructions with reduced motion artifacts over classical compressed sensing schemes that utilize the compact priors on the original deformation un-corrected signal.

Denoising

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