Mathews Jacob

MedicineEngineeringComputer Science

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile

0Author DataRank

Indexed papers

0in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 27 papers. Top paper: “Dynamic Imaging Using a Deep Generative SToRM (Gen-SToRM) Model”.

Dynamic Imaging Using a Deep Generative SToRM (Gen-SToRM) Model

IEEE Transactions on Medical Imaging(2021)10.1109/tmi.2021.3065948

N/A

0.568DataRank · unranked

43 citations

Abdul Haseeb Ahmed, Prashant Nagpal, Stanley J. Kruger, Mathews Jacob, Qing Zou

Free-Breathing and Ungated Dynamic MRI Using Navigator-Less Spiral SToRM

IEEE Transactions on Medical Imaging(2020)10.1109/tmi.2020.3008329

N/A

0.500DataRank · unranked

27 citations

Ruixi Zhou, Yang Yang, Prashant Nagpal, Michael Salerno, Mathews Jacob +1 more

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(2021)10.1002/mrm.29095

N/A

0.406DataRank · unranked

14 citations

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

Latent diffusion for medical image segmentation: End-to-end learning for fast sampling and accuracy

Biomedical Signal Processing and Control(2025)10.1016/j.bspc.2025.109380

N/A

0.165DataRank · unranked

2 citations

Mathews Jacob, Amanda Chang, Kan Liu, Milan Sonka, Xiaodong Wu +1 more

Dynamic Imaging Using Deep Bi-Linear Unsupervised Representation (DEBLUR)

IEEE Transactions on Medical Imaging(2022)10.1109/tmi.2022.3168559

N/A

0DataRank · unranked

19 citations

Qing Zou, Prashant Nagpal, Mathews Jacob, Abdul Haseeb Ahmed

Joint Cardiac T1 Mapping and Cardiac Cine Using Manifold Modeling

Bioengineering(2023)10.3390/bioengineering10030345

N/A

0DataRank · unranked

7 citations

Sarv Priya, Prashant Nagpal, Mathews Jacob, Qing Zou

Adapting model‐based deep learning to multiple acquisition conditions: Ada‐MoDL

Magnetic Resonance in Medicine(2023)10.1002/mrm.29750

N/A

0DataRank · unranked

2 citations

Sampada Bhave, Saurav Z. K. Sajib, Samir D. Sharma, Mathews Jacob, Aniket Pramanik

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

PubMed(2023)10.1109/isbi53787.2023.10230725

N/A

0DataRank · unranked

4 citations

James H. Holmes, Curtis A. Corum, Vincent A. Magnotta, Mathews Jacob, Yan Chen

Accelerated Parallel MRI Using Memory Efficient and Robust Monotone Operator Learning (MOL)

PubMed(2023)10.1109/isbi53787.2023.10230471

N/A

0DataRank · unranked

3 citations

Mathews Jacob, Aniket Pramanik

Motion Compensated Unsupervised Deep Learning for 5D MRI

Lecture notes in computer science(2023)10.1007/978-3-031-43999-5_40

N/A

0DataRank · unranked

3 citations

Ludovica Romanin, Davide Piccini, Sarv Priya, Mathews Jacob, Joseph Kettelkamp

Motion Compensated Unsupervised Deep Learning for 5D MRI

arXiv (Cornell University)(2023)10.48550/arxiv.2309.04552

N/A

0DataRank · unranked

0 citations

Ludovica Romanin, Davide Piccini, Sarv Priya, Mathews Jacob, Joseph Kettelkamp

Local monotone operator learning using non-monotone operators: MnM-MOL

arXiv (Cornell University)(2023)10.48550/arxiv.2312.00386

N/A

0DataRank · unranked

0 citations

Jyothi Rikhab Chand, Mathews Jacob, Maneesh John

Deep learning for accelerated and robust MRI reconstruction

Magnetic Resonance Materials in Physics Biology and Medicine(2024)10.1007/s10334-024-01173-8

N/A

0DataRank · unranked

104 citations

Mathews Jacob, Akshay Chaudhari, Or Perlman, Efrat Shimron, Reinhard Heckel

Multi-Scale Energy (MuSE) Framework for Inverse Problems in Imaging

IEEE Transactions on Computational Imaging(2024)10.1109/tci.2024.3449101

N/A

0DataRank · unranked

6 citations

Mathews Jacob, Jyothi Rikhab Chand

Deep Learning for Accelerated and Robust MRI Reconstruction: a Review

arXiv (Cornell University)(2024)10.48550/arxiv.2404.15692

N/A

0DataRank · unranked

6 citations

Mathews Jacob, Akshay Chaudhari, Or Perlman, Efrat Shimron, Reinhard Heckel

Memory-efficient deep end-to-end posterior network (DEEPEN) for inverse problems

arXiv (Cornell University)(2024)10.48550/arxiv.2402.05422

N/A

0DataRank · unranked

0 citations

Mathews Jacob, Jyothi Rikhab Chand

Prospectively accelerated dynamic speech magnetic resonance imaging at 3 T using a self‐navigated spiral‐based manifold regularized scheme

NMR in Biomedicine(2024)10.1002/nbm.5135

N/A

0DataRank · unranked

0 citations

Abdul Haseeb Ahmed, Stanley J. Kruger, Wahidul Alam, David I. Meyer, David M. Howard +4 more

Memory-Efficient Deep End-to-End Posterior Network (Deepen) for Inverse Problems

PubMed(2024)10.1109/isbi56570.2024.10635179

N/A

0DataRank · unranked

0 citations

Mathews Jacob, Jyothi Rikhab Chand

Three-Dimensional Diffusion-Weighted Multi-Slab MRI with Slice Profile Compensation Using Deep Energy Model

PubMed(2025)10.1109/isbi60581.2025.10981200

N/A

0DataRank · unranked

0 citations

Jyothi Rikhab Chand, Chu‐Yu Lee, Mathews Jacob, Merry Mani, Reza Ghorbani

MAP Image Recovery with Guarantees using Locally Convex Multi-Scale Energy (LC-MUSE) Model

arXiv (Cornell University)(2025)10.48550/arxiv.2502.03302

N/A

0DataRank · unranked

0 citations

Mathews Jacob, Jyothi Rikhab Chand

Accelerating Quantitative MRI Using Subspace Multiscale Energy Model (SS-MuSE)

PubMed(2025)10.1109/isbi60581.2025.10980741

N/A

0DataRank · unranked

0 citations

Jyothi Rikhab Chand, Steve R. Kecskemeti, James H. Holmes, Mathews Jacob, Yan Chen

Fast Multi-Contrast MRI Using Joint Multiscale Energy Model

PubMed(2025)10.1109/isbi60581.2025.10981204

N/A

0DataRank · unranked

0 citations

Jyothi Rikhab Chand, Yan Chen, Steve R. Kecskemeti, James H. Holmes, Mathews Jacob +1 more

J-MoDL: Joint Model-Based Deep Learning for Optimized Sampling and Reconstruction

IEEE Journal of Selected Topics in Signal Processing(2020)10.1109/jstsp.2020.3004094

N/A

0DataRank · unranked

111 citations

Mathews Jacob, Hemant Kumar Aggarwal

Accelerating 3D radial MPnRAGE using a self‐supervised deep factor model

Magnetic Resonance in Medicine(2025)10.1002/mrm.30549

N/A

0DataRank · unranked

0 citations

Steven Kecskemeti, James H. Holmes, Curtis A. Corum, Nima Yaghoobi, Vincent A. Magnotta +2 more

Deep Generalization of Structured Low-Rank Algorithms (Deep-SLR)

IEEE Transactions on Medical Imaging(2020)10.1109/tmi.2020.3014581

N/A

0DataRank · unranked

2 citations

Hemant Kumar Aggarwal, Mathews Jacob, Aniket Pramanik

qModeL: A plug‐and‐play model‐based reconstruction for highly accelerated multi‐shot diffusion MRI using learned priors

Magnetic Resonance in Medicine(2021)10.1002/mrm.28756

N/A

0DataRank · unranked

35 citations

Vincent A. Magnotta, Mathews Jacob, Merry Mani

Ensure: Ensemble Stein’s Unbiased Risk Estimator for Unsupervised Learning

PubMed(2021)10.1109/icassp39728.2021.9414513

N/A

0DataRank · unranked

0 citations

Aniket Pramanik, Mathews Jacob, Hemant Kumar Aggarwal