Mehmet Akçakaya

University of Minnesota

MedicinePhysics and AstronomyEngineering

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 2%percentile

3.9Author DataRank

Indexed papers

2in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Why this DataRank?

An author's DataRank is the sum of the DataRanks of all 2 indexed papers attributed to them. A prolific author with many moderate-impact papers can outrank one with a single high-impact paper.

Author scores recompute whenever paper DataRanks are refreshed, so this number lags the underlying paper scores by at most one batch run.

Read the full methodology →

The highest-impact dataset this researcher has shared, ranked by DataRank — the single contribution doing the most to lift their data-sharing standing.

The International Workshop on Osteoarthritis Imaging Knee MRI Segmentation Challenge: A Multi-Institute Evaluation and Analysis Framework on a Standardized Dataset

Research at the University of Copenhagen (University of Copenhagen)(2021)10.1148/ryai.2021200078

Top 6%

3.6DataRank

Top 6%78 citations

Francesco Calivá, Claudia Iriondo, Aliasghar Mortazi, Sachin Jambawalikar, Ulaş Bağcı +25 more

Papers

Driven by 46 papers — median percentile 70. Top paper: “The International Workshop on Osteoarthritis Imaging Knee MRI Segmentation Challenge: A Multi-Institute Evaluation and Analysis Framework on a Standardized Dataset”.

The International Workshop on Osteoarthritis Imaging Knee MRI Segmentation Challenge: A Multi-Institute Evaluation and Analysis Framework on a Standardized Dataset

Research at the University of Copenhagen (University of Copenhagen)(2021)10.1148/ryai.2021200078

Top 6%

3.6DataRank

Top 6%78 citations

Francesco Calivá, Claudia Iriondo, Aliasghar Mortazi, Sachin Jambawalikar, Ulaş Bağcı +25 more

Unsupervised Deep Learning Methods for Biological Image Reconstruction and Enhancement: An overview from a signal processing perspective

IEEE Signal Processing Magazine(2022)10.1109/msp.2021.3119273

N/A

2.2DataRank · unranked

79 citations

Burhaneddin Yaman, Hyungjin Chung, Jong Chul Ye, Mehmet Akçakaya

Right Ventricular Abnormalities on Cardiovascular Magnetic Resonance Imaging in Patients With Sarcoidosis

JACC. Cardiovascular imaging(2020)10.1016/j.jcmg.2019.12.011

N/A

0.670DataRank · unranked

86 citations

Ko-Hsuan Amy Chen, Felipe Kazmirczak, Osama Okasha, Lisa Von Wald, Henri Roukoz +8 more

Multi‐mask self‐supervised learning for physics‐guided neural networks in highly accelerated magnetic resonance imaging

NMR in Biomedicine(2022)10.1002/nbm.4798

N/A

0.593DataRank · unranked

51 citations

Hongyi Gu, Seyed Amir Hossein Hosseini, Ömer Burak Demirel, Steen Moeller, Jutta Ellermann +3 more

Accelerated coronary MRI with sRAKI: A database-free self-consistent neural network k-space reconstruction for arbitrary undersampling

PLoS ONE(2020)10.1371/journal.pone.0229418

N/A

0.568DataRank · unranked

43 citations

Chi Zhang, Sebastian Weingärtner, Steen Moeller, Matthias Stuber, Kâmil Uǧurbil +2 more

Self‐navigation for 3D multishot EPI with data‐reference

Magnetic Resonance in Medicine(2020)10.1002/mrm.28231

N/A

0.510DataRank · unranked

29 citations

Sudhir Ramanna, Christophe Lenglet, Pramod Kumar Pisharady, Edward J. Auerbach, Lance DelaBarre +4 more

Unsupervised deep learning with convolutional neural networks for static parallel transmit design: A retrospective study

Magnetic Resonance in Medicine(2024)10.1002/mrm.30014

N/A

0.373DataRank · unranked

11 citations

Patrick Liebig, Ömer Burak Demirel, Jürgen Herrler, Armin M. Nagel, Kâmil Uǧurbil +2 more

Improved Simultaneous Multi-Slice Imaging for Perfusion Cardiac MRI Using Outer Volume Suppression and Regularized Reconstruction

Research Repository (Delft University of Technology)(2020)10.1109/isbi45749.2020.9098326

N/A

0.345DataRank · unranked

9 citations

Sebastian Weingärtner, Steen Moeller, Mehmet Akçakaya, Ömer Burak Demirel

Improved quantitative parameter estimation for prostate T2 relaxometry using convolutional neural networks

Magnetic Resonance Materials in Physics Biology and Medicine(2024)10.1007/s10334-024-01186-3

Top 53%

0.323DataRank

Top 53%4 citations

Sara L. Saunders, Kendrick Kay, Mitchell E. Gross, Mehmet Akçakaya, Gregory J. Metzger +1 more

Improved Simultaneous Multi-slice imaging with Composition of k-space Interpolations (SMS-COOKIE) for myocardial T1 mapping

PLoS ONE(2023)10.1371/journal.pone.0283972

N/A

0.312DataRank · unranked

7 citations

Sebastian Weingärtner, Steen Moeller, Mehmet Akçakaya, Ömer Burak Demirel

Cardiac phase-resolved late gadolinium enhancement imaging

Frontiers in Cardiovascular Medicine(2022)10.3389/fcvm.2022.917180

N/A

0.292DataRank · unranked

6 citations

Ömer Burak Demirel, Francisco Gama, Iain Pierce, Thomas A. Treibel, Jeanette Schulz‐Menger +2 more

High-Quality 0.5mm Isotropic fMRI: Random Matrix Theory Meets Physics-Driven Deep Learning

(2023)10.1109/ner52421.2023.10123799

N/A

0.241DataRank · unranked

4 citations

Steen Moeller, Luca Vizioli, Burhaneddin Yaman, Logan T. Dowdle, Essa Yacoub +3 more

Physics-Driven Deep Learning Reconstruction of Frequency-Modulated Rabi-Encoded Echoes for Faster Accessible MRI

PubMed(2024)10.1109/embc53108.2024.10782818

N/A

0.208DataRank · unranked

3 citations

Parker Jenkins, Michael Garwood, Mehmet Akçakaya, Mahdi Saberi

Highly-Accelerated High-Resolution Multi-Echo fMRI Using Self-Supervised Physics-Driven Deep Learning Reconstruction

(2023)10.1109/camsap58249.2023.10403495

N/A

0.208DataRank · unranked

3 citations

Ömer Burak Demirel, Logan T. Dowdle, Steen Moeller, Essa Yacoub, Kârnil Uğurbil +2 more

Reducing thermal noise in high‐resolution quantitative magnetic resonance imaging rotating frame relaxation mapping of the human brain at 3 T

NMR in Biomedicine(2024)10.1002/nbm.5228

N/A

0.165DataRank · unranked

2 citations

Antonietta Canna, Steen Moeller, Mehmet Akçakaya, Gregory J. Metzger, Pavel Filip +4 more

High-fidelity Database-free Deep Learning Reconstruction for Real-time Cine Cardiac MRI

bioRxiv (Cold Spring Harbor Laboratory)(2023)10.1101/2023.02.13.528388

N/A

0.165DataRank · unranked

2 citations

Chi Zhang, Burhaneddin Yaman, Merve Gülle, Chetan Shenoy, Tim Leiner +3 more

Evaluating increases in sensitivity from NORDIC for diverse fMRI acquisition strategies

NeuroImage(2023)10.1016/j.neuroimage.2023.119949

N/A

0DataRank · unranked

36 citations

Luca Vizioli, Steen Moeller, Mehmet Akçakaya, Cheryl A. Olman, Geoffrey M. Ghose +3 more

Locally low-rank denoising in transform domains

bioRxiv (Cold Spring Harbor Laboratory)(2023)10.1101/2023.11.21.568193

N/A

0DataRank · unranked

3 citations

Erick Buko, Suhail Parvaze, Logan T. Dowdle, Kâmil Uǧurbil, Casey P. Johnson +2 more

Improved Quantitative Parameter Estimation for Prostate T2 Relaxometry using Convolutional Neural Networks

medRxiv(2023)10.1101/2023.01.11.23284194

N/A

0DataRank · unranked

1 citations

Sara L. Saunders, Kendrick Kay, Mitchell E. Gross, Mehmet Akçakaya, Gregory J. Metzger +1 more

Non-Cartesian Self-Supervised Physics-Driven Deep Learning Reconstruction for Highly-Accelerated Multi-Echo Spiral fMRI

arXiv (Cornell University)(2023)10.48550/arxiv.2312.05707

N/A

0DataRank · unranked

0 citations

Chi Zhang, Zidan Yu, Christoph A. Rettenmeier, V. Andrew Stenger, Mehmet Akçakaya +1 more

Large-scale 3D non-Cartesian coronary MRI reconstruction using distributed memory-efficient physics-guided deep learning with limited training data

Magnetic Resonance Materials in Physics Biology and Medicine(2024)10.1007/s10334-024-01157-8

N/A

0DataRank · unranked

4 citations

Davide Piccini, Ömer Burak Demirel, Gabriele Bonanno, Christopher Roy, Burhaneddin Yaman +5 more

Cycle-Consistent Self-Supervised Learning for Improved Highly-Accelerated MRI Reconstruction

PubMed(2024)10.1109/isbi56570.2024.10635895

N/A

0DataRank · unranked

2 citations

Ömer Burak Demirel, Mehmet Akçakaya, Chi Zhang

Non-Cartesian Self-Supervised Physics-Driven Deep Learning Reconstruction for Highly-Accelerated Multi-Echo Spiral fMRI

PubMed(2024)10.1109/isbi56570.2024.10635551

N/A

0DataRank · unranked

2 citations

Chi Zhang, Zidan Yu, Christoph A. Rettenmeier, V. Andrew Stenger, Mehmet Akçakaya +1 more

Uncertainty-Guided Physics-Driven Deep Learning Reconstruction via Cyclic Measurement Consistency

PubMed(2024)10.1109/icassp48485.2024.10447594

N/A

0DataRank · unranked

1 citations

Mehmet Akçakaya, Chi Zhang

Towards Fast Hard-Constrained Parallel Transmit Design in Ultrahigh Field MRI with Physics-Driven Neural Networks

PubMed(2024)10.1109/isbi56570.2024.10635855

N/A

0DataRank · unranked

1 citations

Jürgen Herrler, Patrick Liebig, Ömer Burak Demirel, Armin M. Nagel, Mingyi Hong +4 more

Robust Outer Volume Subtraction with Deep Learning Ghosting Detection for Highly-Accelerated Real-Time Dynamic MRI

PubMed(2024)10.1109/isbi56570.2024.10635530

N/A

0DataRank · unranked

1 citations

Mehmet Akçakaya, Merve Gülle

A Convex Compressibility-Inspired Unsupervised Loss Function for Physics-Driven Deep Learning Reconstruction

PubMed(2024)10.1109/isbi56570.2024.10635138

N/A

0DataRank · unranked

1 citations

Merve Gülle, Mehmet Akçakaya, Yaşar Utku Alçalar

Generative Model-Based Fusion for Improved Few-Shot Semantic Segmentation of Infrared Images

arXiv (Cornell University)(2024)10.48550/arxiv.2412.05341

N/A

0DataRank · unranked

0 citations

Mehmet Akçakaya, Yun, Junno

Generative Model-Based Fusion for Improved Few-Shot Semantic Segmentation of Infrared Images

PubMed(2025)10.1109/wacv61041.2025.00535

N/A

0DataRank · unranked

2 citations

Mehmet Akçakaya, Junno Yun

NOise reduction with DIstribution Corrected (NORDIC) PCA in dMRI with complex-valued parameter-free locally low-rank processing

NeuroImage(2020)10.1016/j.neuroimage.2020.117539

N/A

0DataRank · unranked

156 citations

Pramod Kumar Pisharady, Sudhir Ramanna, Christophe Lenglet, Xiaoping Wu, Logan T. Dowdle +4 more

Time-Embedded Algorithm Unrolling for Computational MRI

PubMed(2025)10.48550/arxiv.2510.16321

N/A

0DataRank · unranked

0 citations

Yaşar Utku Alçalar, Mehmet Akçakaya, Yun, Junno

Cardiac Magnetic Resonance Feature Tracking Global Longitudinal Strain and Prognosis After Heart Transplantation

JACC. Cardiovascular imaging(2020)10.1016/j.jcmg.2020.04.004

N/A

0DataRank · unranked

41 citations

Simone Romano, Andrew Hughes, Osama Okasha, Prabhjot S. Nijjar, Pratik S. Velangi +4 more

A field-monitoring-based approach for correcting eddy-current-induced artifacts of up to the 2nd spatial order in human-connectome-project-style multiband diffusion MRI experiment at 7T: A pilot study

NeuroImage(2020)10.1016/j.neuroimage.2020.116861

N/A

0DataRank · unranked

24 citations

Mehmet Akçakaya, Steen Moeller, Edward J. Auerbach, Kâmil Uǧurbil, Pierre‐François Van de Moortele +1 more

Lowering the Thermal Noise Barrier in Functional Brain Mapping with Magnetic Resonance Imaging

bioRxiv (Cold Spring Harbor Laboratory)(2020)10.1101/2020.11.04.368357

N/A

0DataRank · unranked

17 citations

Steen Moeller, Logan T. Dowdle, Mehmet Akçakaya, Federico De Martino, Essa Yacoub +2 more

NOise Reduction with DIstribution Corrected (NORDIC) PCA in dMRI with complex-valued parameter-free locally low-rank processing

bioRxiv (Cold Spring Harbor Laboratory)(2020)10.1101/2020.08.25.267062

N/A

0DataRank · unranked

10 citations

Pramod Kumar Pisharady, Sudhir Ramanna, Christophe Lenglet, Xiaoping Wu, Logan T. Dowdle +4 more

Lowering the thermal noise barrier in functional brain mapping with magnetic resonance imaging

Nature Communications(2021)10.1038/s41467-021-25431-8

N/A

0DataRank · unranked

172 citations

Steen Moeller, Logan T. Dowdle, Mehmet Akçakaya, Federico De Martino, Essa Yacoub +2 more

Free‐breathing simultaneous T1, T2, and T2∗ quantification in the myocardium

Magnetic Resonance in Medicine(2021)10.1002/mrm.28753

N/A

0DataRank · unranked

22 citations

Peter Kellman, Ömer Burak Demirel, Mehmet Akçakaya, Lothar R. Schad, Sebastian Weingärtner +1 more

Improved Supervised Training of Physics-Guided Deep Learning Image Reconstruction with Multi-Masking

arXiv (Cornell University)(2021)10.1109/icassp39728.2021.9413495

N/A

0DataRank · unranked

3 citations

Seyed Amir Hossein Hosseini, Steen Moeller, Mehmet Akçakaya, Burhaneddin Yaman

NORDIC Increases the Sensitivity and Preserves the Spatiotemporal Precision of fMRI Responses

bioRxiv (Cold Spring Harbor Laboratory)(2021)10.1101/2021.08.26.457833

N/A

0DataRank · unranked

1 citations

Luca Vizioli, Steen Moeller, Mehmet Akçakaya, Cheryl A. Olman, Geoffrey M. Ghose +3 more

Improved Simultaneous Multi-Slice Functional MRI Using Self-supervised Deep Learning

arXiv (Cornell University)(2021)10.48550/arxiv.2105.04532

N/A

0DataRank · unranked

0 citations

Burhaneddin Yaman, Logan T. Dowdle, Steen Moeller, Luca Vizioli, Essa Yacoub +5 more

Residual RAKI: A hybrid linear and non-linear approach for scan-specific k-space deep learning

NeuroImage(2022)10.1016/j.neuroimage.2022.119248

N/A

0DataRank · unranked

23 citations

Steen Moeller, Ömer Burak Demirel, Kâmil Uǧurbil, Mehmet Akçakaya, Chi Zhang

Myocardial Approximate Spin-lock Dispersion Mapping using a Simultaneous $T_{2}$ and $T_{RAFF2}$ Mapping at 3T MRI

2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)(2022)10.1109/embc48229.2022.9871465

N/A

0DataRank · unranked

2 citations

Ömer Burak Demirel, Qian Tao, Iain Pierce, George Thornton, Thomas A. Treibel +3 more

Accelerated MRI With Deep Linear Convolutional Transform Learning

arXiv (Cornell University)(2022)10.48550/arxiv.2204.07923

N/A

0DataRank · unranked

0 citations

Burhaneddin Yaman, Steen Moeller, Il Yong Chun, Mehmet Akçakaya, Hongyi Gu

Signal-Intensity Informed Multi-Coil MRI Encoding Operator for Improved Physics-Guided Deep Learning Reconstruction of Dynamic Contrast-Enhanced MRI

2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)(2022)10.1109/embc48229.2022.9871668

N/A

0DataRank · unranked

0 citations

Burhaneddin Yaman, Steen Moeller, Sebastian Weingärtner, Mehmet Akçakaya, Ömer Burak Demirel

Accelerated MRI with Deep Linear Convolutional Transform Learning

(2022)10.1109/iemcon56893.2022.9946548

N/A

0DataRank · unranked

0 citations

Burhaneddin Yaman, Steen Moeller, Il Yong Chun, Mehmet Akçakaya, Hongyi Gu

Physics-Driven Deep Learning for Computational Magnetic Resonance Imaging: Combining physics and machine learning for improved medical imaging

IEEE Signal Processing Magazine(2023)10.1109/msp.2022.3215288

N/A

0DataRank · unranked

111 citations

Thomas Küstner, Burhaneddin Yaman, Zhengnan Huang, Daniel Rueckert, Florian Knöll +2 more

Mehmet Akçakaya

Indexed papers

Top data-sharing exemplar

Papers