Mehmet Akçakaya - Publications, H-index & Citations

Mehmet Akçakaya

University of Minnesota

37H指数

284论文数

5.8K被引数

收录论文 60

发表时间

Harnessing Magnitude-Only and Complex Measurements for Improved Dynamic MRI Reconstruction with Learned Priors 利用幅度仅测量和复数测量及学习先验改进动态MRI重建

IEEE Transactions on Biomedical Engineering

IF4.5

2026-10-13

PREAI

Mahdi Saberi; Yaşar Utku Alçalar; Merve Gülle; Chetan Shenoy; Mehmet Akçakaya

Efficient Interleaved Multi-Band Outer Volume Suppression for Highly Accelerated Simultaneous Multi-Slice Imaging of the Heart 高效交织多频带外体积抑制技术，用于心脏高度加速的同时多片成像

Bioengineering

IF3.7

2026-02-28

OAAI

Ayda Arami; Omer Burak Demirel; Toygan Kilic; Steen Moeller; Yidong Zhao; Yi Zhang; Qian Tao; Hildo J. Lamb; Mehmet Akçakaya; Sebastian Weingärtner

Deploying AI for Signal Processing Education: Selected challenges and intriguing opportunities [Special Issue on Artificial Intelligence for Education: A Signal Processing Perspective]部署AI用于信号处理教育：面临的挑战与机遇 [教育领域的人工智能：信号处理视角特刊]

IEEE Signal Processing Magazine

IF9.6

2026-02-18

PREAI

Jarvis Haupt; Qin Lu; Yanning Shen; Jia Chen; Yue Dong; Dan McCreary; Mehmet Akçakaya; Georgios B. Giannakis

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

MAGNETIC RESONANCE IN MEDICINE

IF3

2024-01-21

OAAI

Kilic, Toygan; Liebig, Patrick; Demirel, Omer Burak; Herrler, Juergen; Nagel, Armin M.; Ugurbil, Kamil; Akcakaya, Mehmet

Robust cardiac T1ρ mapping at 3T using adiabatic spin-lock preparations

MAGNETIC RESONANCE IN MEDICINE

IF3

2023-05-28

OAAI

Coletti, Chiara; Fotaki, Anastasia; Tourais, Joao; Zhao, Yidong; van de Steeg-Henzen, Christal; Akcakaya, Mehmet; Tao, Qian; Prieto, Claudia; Weingartner, Sebastian

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

IEEE SIGNAL PROCESSING MAGAZINE

IF9.6

2023-01-01

PREAI

Hammernik, Kerstin; Kustner, Thomas; Yaman, Burhaneddin; Huang, Zhengnan; Rueckert, Daniel; Knoll, Florian; Akcakaya, Mehmet

Signal intensity informed multi-coil encoding operator for physics-guided deep learning reconstruction of highly accelerated myocardial perfusion CMR

MAGNETIC RESONANCE IN MEDICINE

IF3

2022-09-21

OAAI

Demirel, Omer Burak; Yaman, Burhaneddin; Shenoy, Chetan; Moeller, Steen; Weingartner, Sebastian; Akcakaya, Mehmet

Revisiting l1-wavelet compressed-sensing MRI in the era of deep learning

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

IF9.1

2022-08-08

OAAI

Gu, Hongyi; Yaman, Burhaneddin; Moeller, Steen; Ellermann, Jutta; Ugurbil, Kamil; Akcakaya, Mehmet

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

IEEE SIGNAL PROCESSING MAGAZINE

IF9.6

2022-03-01

OAAI

Akcakaya, Mehmet; Yaman, Burhaneddin; Chung, Hyungjin; Ye, Jong Chul

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

NATURE COMMUNICATIONS

IF15.7

2021-08-30

OAAI

Vizioli, Luca; Moeller, Steen; Dowdle, Logan; Akcakaya, Mehmet; De Martino, Federico; Yacoub, Essa; Ugurbil, Kamil

Free-breathing simultaneous T-1, T-2, and T-2(*) quantification in the myocardium 心肌中的自由呼吸同时T-1，T-2和T-2(*) 定量

MAGNETIC RESONANCE IN MEDICINE

IF3

2021-03-29

OAAI

Hermann, Ingo; Kellman, Peter; Demirel, Omer B.; Akcakaya, Mehmet; Schad, Lothar R.; Weingartner, Sebastian

Improved simultaneous multislice cardiac MRI using readout concatenated k-space SPIRiT (ROCK-SPIRiT)

MAGNETIC RESONANCE IN MEDICINE

IF3

2021-02-10

OAAI

Demirel, Omer Burak; Weingartner, Sebastian; Moeller, Steen; Akcakaya, Mehmet

Dense Recurrent Neural Networks for Accelerated MRI: History-Cognizant Unrolling of Optimization Algorithms

IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING

IF13.7

2020-10-01

OAAI

Hosseini, Seyed Amir Hossein; Yaman, Burhaneddin; Moeller, Steen; Hong, Mingyi; Akcakaya, Mehmet

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

JACC-CARDIOVASCULAR IMAGING

IF15.2

2020-09-01

OAAI

Shenoy, Chetan; Romano, Simone; Hughes, Andrew; Okasha, Osama; Nijjar, Prabhjot S.; Velangi, Pratik; Martin, Cindy M.; Akcakaya, Mehmet; Farzaneh-Far, Afshin

Lighting Up the Tumor-Fluorescein-Guided Resection of Gangliogliomas

JOURNAL OF CLINICAL MEDICINE

IF2.9

2020-07-28

OAAI

Hoehne, Julius; Acerbi, Francesco; Falco, Jacopo; Akcakaya, Mehmet Osman; Schmidt, Nils Ole; Kiris, Talat; de Laurentis, Camilla; Ferroli, Paolo; Broggi, Morgan; Schebesch, Karl-Michael

Self-supervised learning of physics-guided reconstruction neural networks without fully sampled reference data 无需完全采样参考数据的物理指导重构神经网络的自监督学习

MAGNETIC RESONANCE IN MEDICINE

IF3

2020-07-02

196

OAAI

Yaman, Burhaneddin; Hosseini, Seyed Amir Hossein; Moeller, Steen; Ellermann, Jutta; Ugurbil, Kamil; Akcakaya, Mehmet

Diffusion Imaging in the Post-HCPEra

JOURNAL OF MAGNETIC RESONANCE IMAGING

IF3.5

2020-06-20

OAAI

Moeller, Steen; Pisharady Kumar, Pramod; Andersson, Jesper; Akcakaya, Mehmet; Harel, Noam; Ma, Ruoyun(Emily); Wu, Xiaoping; Yacoub, Essa; Lenglet, Christophe; Ugurbil, Kamil

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

JACC-CARDIOVASCULAR IMAGING

IF15.2

2020-06-01

OAAI

Velangi, Pratik S.; Chen, Ko-Hsuan Amy; Kazmirczak, Felipe; Okasha, Osama; von Wald, Lisa; Roukoz, Henri; Farzaneh-Far, Afshin; Markowitz, Jeremy; Nijjar, Prabhjot S.; Bhargava, Maneesh; Perlman, David; Akcakaya, Mehmet; Shenoy, Chetan

Towards measuring the effect of flow in blood T1 assessed in a flow phantom and in vivo

PHYSICS IN MEDICINE AND BIOLOGY

IF3.4

2020-04-28

OAAI

Hermann, Ingo; Uhrig, Tanja; Chacon-Caldera, Jorge; Akcakaya, Mehmet; Schad, Lothar R.; Weingartner, Sebastian

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

MAGNETIC RESONANCE IN MEDICINE

IF3

2020-03-02

OAAI

Moeller, Steen; Ramanna, Sudhir; Lenglet, Christophe; Pisharady, Pramod K.; Auerbach, Edward J.; Delabarre, Lance; Wu, Xiaoping; Akcakaya, Mehmet; Ugurbil, Kamil

研究方向