Publications by authors named "Mathews Jacob"

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Accelerating 3D radial MPnRAGE using a self-supervised deep factor model.
Yan Chen, Steve R Kecskemeti, James H Holmes, Curtis A Corum, Nima Yaghoobi, Mathews Jacob

Magn Reson Med· September 2025

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Fast and ultra-high shot diffusion MRI image reconstruction with self-adaptive Hankel subspace.
Chen Qian, Mingyang Han, Liuhong Zhu, Zi Wang, Feiqiang Guan, Mathews Jacob

Med Image Anal· May 2025

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FAST MULTI-CONTRAST MRI USING JOINT MULTISCALE ENERGY MODEL.
Nima Yaghoobi, Jyothi Rikhab Chand, Yan Chen, Steve R Kecskemeti, James H Holmes, Mathews Jacob

Proc IEEE Int Symp Biomed Imaging· April 2025

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ACCELERATING QUANTITATIVE MRI USING SUBSPACE MULTISCALE ENERGY MODEL (SS-MUSE).
Yan Chen, Jyothi Rikhab Chand, Steven R Kecskemeti, James H Holmes, Mathews Jacob

Proc IEEE Int Symp Biomed Imaging· April 2025

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Three-Dimensional Diffusion-Weighted Multi-Slab MRI With Slice Profile Compensation Using Deep Energy Model.
Reza Ghorbani, Jyothi Rikhab Chand, Chu-Yu Lee, Mathews Jacob, Merry Mani

ArXiv· January 2025

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Isolated brachioradialis symptomatic cysticercosis in a young female: A rare entity surgically managed.
Shavinder Dogra, Pratibha Misra, Tejpal Singh Bedi, Mathews Jacob

Med J Armed Forces India· December 2024

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Multi-Scale Energy (MuSE) framework for inverse problems in imaging.
Jyothi Rikhab Chand, Mathews Jacob

IEEE Trans Comput Imaging· August 2024

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Prospectively accelerated dynamic speech magnetic resonance imaging at 3 T using a self-navigated spiral-based manifold regularized scheme.
Rushdi Zahid Rusho, Abdul Haseeb Ahmed, Stanley Kruger, Wahidul Alam, David Meyer, Mathews Jacob

NMR Biomed· August 2024

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Deep learning for accelerated and robust MRI reconstruction.
Reinhard Heckel, Mathews Jacob, Akshay Chaudhari, Or Perlman, Efrat Shimron

MAGMA· July 2024

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Dilator Tip Broken During Central Venous Catheter Insertion: A Case Report and Review of the Literature.
Rohit Malhotra, Shalendra Singh, Amit Dua, Mathews Jacob

Neurol India· July 2024

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MEMORY-EFFICIENT DEEP END-TO-END POSTERIOR NETWORK (DEEPEN) FOR INVERSE PROBLEMS.
Jyothi Rikhab Chand, Mathews Jacob

Proc IEEE Int Symp Biomed Imaging· May 2024

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Optimizing Deep Learning for Cardiac MRI Segmentation: The Impact of Automated Slice Range Classification.
Sarv Priya, Durjoy D Dhruba, Sarah S Perry, Pritish Y Aher, Amit Gupta, Mathews Jacob

Acad Radiol· February 2024

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Adapting model-based deep learning to multiple acquisition conditions: Ada-MoDL.
Aniket Pramanik, Sampada Bhave, Saurav Sajib, Samir D Sharma, Mathews Jacob

Magn Reson Med· November 2023

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Motion Compensated Unsupervised Deep Learning for 5D MRI.
Joseph Kettelkamp, Ludovica Romanin, Davide Piccini, Sarv Priya, Mathews Jacob

Med Image Comput Comput Assist Interv· October 2023

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ComBat Harmonization of Myocardial Radiomic Features Sensitive to Cardiac MRI Acquisition Parameters.
Sarv Priya, Durjoy D Dhruba, Eldon Sorensen, Pritish Y Aher, Sabarish Narayanasamy, Mathews Jacob

Radiol Cardiothorac Imaging· August 2023

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ENSURE: A General Approach for Unsupervised Training of Deep Image Reconstruction Algorithms.
Hemant Kumar Aggarwal, Aniket Pramanik, Maneesh John, Mathews Jacob

IEEE Trans Med Imaging· April 2023

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ACCELERATED PARALLEL MRI USING MEMORY EFFICIENT AND ROBUST MONOTONE OPERATOR LEARNING (MOL).
Aniket Pramanik, Mathews Jacob

Proc IEEE Int Symp Biomed Imaging· April 2023

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DEEP FACTOR MODEL: A NOVEL APPROACH FOR MOTION COMPENSATED MULTI-DIMENSIONAL MRI.
Yan Chen, James H Holmes, Curtis Corum, Vincent Magnotta, Mathews Jacob

Proc IEEE Int Symp Biomed Imaging· April 2023

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Joint Cardiac Mapping and Cardiac Cine Using Manifold Modeling.
Qing Zou, Sarv Priya, Prashant Nagpal, Mathews Jacob

Bioengineering (Basel)· March 2023

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Memory-efficient model-based deep learning with convergence and robustness guarantees.
Aniket Pramanik, M Bridget Zimmerman, Mathews Jacob

IEEE Trans Comput Imaging· March 2023

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Variational Manifold Learning From Incomplete Data: Application to Multislice Dynamic MRI.
Qing Zou, Abdul Haseeb Ahmed, Prashant Nagpal, Sarv Priya, Rolf F Schulte, Mathews Jacob

IEEE Trans Med Imaging· December 2022

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Dynamic Imaging Using Deep Bi-Linear Unsupervised Representation (DEBLUR).
Abdul Haseeb Ahmed, Qing Zou, Prashant Nagpal, Mathews Jacob

IEEE Trans Med Imaging· October 2022

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Dynamic imaging using motion-compensated smoothness regularization on manifolds (MoCo-SToRM).
Qing Zou, Luis A Torres, Sean B Fain, Nara S Higano, Alister J Bates, Mathews Jacob

Phys Med Biol· July 2022

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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.
Merry Mani, Baolian Yang, Girish Bathla, Vincent Magnotta, Mathews Jacob

Magn Reson Med· April 2022

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DYNAMIC IMAGING USING DEEP BILINEAR UNSUPERVISED LEARNING (DEBLUR).
Abdul Haseeb Ahmed, Prashant Nagpal, Stanley Kruger, Mathews Jacob

Proc IEEE Int Symp Biomed Imaging· April 2021

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