Concepedia

Mehmet Akçakaya

MA

111

Publications

5.4K

Citations

37

H-Index

2007

Active since

Affiliations

University of Minnesota(Current)

Resonance Research (United States)

Harvard University

Beth Israel Deaconess Medical Center

Heidelberg University

Mehmet Akçakaya is an author at University of Minnesota specializing in engineering, radiology, and medical imaging.

Top concepts

EngineeringRadiologyInverse ProblemsMedical ImagingBiomedical ImagingHealthMedical Image ComputingSignal ProcessingMedicineCompressive Sensing

Publications per year

2007–2023

111

Publications

111

Scan‐specific robust artificial‐neural‐networks for k‐space interpolation (RAKI) reconstruction: Database‐free deep learning for fast imaging

Mehmet Akçakaya, Steen Moeller, Sebastian Weingärtner et al. · Magnetic Resonance in Medicine · 2018 · 387 citations

Deep-Learning Methods for Parallel Magnetic Resonance Imaging Reconstruction: A Survey of the Current Approaches, Trends, and Issues

Florian Knöll, Kerstin Hammernik, Chi Zhang et al. · IEEE Signal Processing Magazine · 2020 · 367 citations · Full text

Image Reconstruction, Engineering, Machine Learning +16

Self‐supervised learning of physics‐guided reconstruction neural networks without fully sampled reference data

Burhaneddin Yaman, Seyed Amir Hossein Hosseini, Steen Moeller et al. · Magnetic Resonance in Medicine · 2020 · 300 citations · Full text

Shannon-Theoretic Limits on Noisy Compressive Sampling

Mehmet Akçakaya, Vahid Tarokh · IEEE Transactions on Information Theory · 2010 · 198 citations

Sampling (Signal Processing), Sparse Representation, Engineering +14

Combined saturation/inversion recovery sequences for improved evaluation of scar and diffuse fibrosis in patients with arrhythmia or heart rate variability

Sebastian Weingärtner, Mehmet Akçakaya, Tamer Basha et al. · Magnetic Resonance in Medicine · 2013 · 172 citations · Full text

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