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Mathews Jacob

12 papers here

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author1
  • last author11

Across the 12 of 12 papers where every author was matched, so the position is known.

fields
  • eess.IV5
  • cs.CV3
  • cs.LG3
  • stat.ML1
ORCID 0000-0001-6196-3933

identity via Semantic Scholar / OpenAlex

activity
20142025
most citedDeep Learning for Accelerated and Robust MRI Reconstruction: a Review

6 citations · 6 across the 12 of their papers we have counts for

collaborators
Showing cs.CVShow all

3 papers · 1 filter

cs.CV2023

Deep Factor Model: A Novel Approach for Motion Compensated Multi-Dimensional MRI

Yan Chen, James H. Holmes, Curtis Corum +2

Recent quantitative parameter mapping methods including MR fingerprinting (MRF) collect a time series of images that capture the evolution of magnetization. The focus of this work…

cs.CV2014

Iterative Non-Local Shrinkage Algorithm for MR Image Reconstruction

Yasir Q. Moshin, Greg Ongie, Mathews Jacob

We introduce a fast iterative non-local shrinkage algorithm to recover MRI data from undersampled Fourier measurements. This approach is enabled by the reformulation of current non…

cs.CV2014

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

Sajan Goud Lingala, Edward DiBella, Mathews Jacob

We propose a novel deformation corrected compressed sensing (DC-CS) framework to recover dynamic magnetic resonance images from undersampled measurements. We introduce a generalize…

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