Publications by authors named "Cagan Alkan"

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DM-Net: a physics-model-independent direct mapping approach for calibration-free multi-coil MRI.
Yan Wu, Cagan Alkan, Julio Oscanoa, Aiqi Sun, Kawin Setsompop

Res Sq· September 2025

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Data- and Physics-Driven Deep Learning Based Reconstruction for Fast MRI: Fundamentals and Methodologies.
Jiahao Huang, Yinzhe Wu, Fanwen Wang, Yingying Fang, Yang Nan, Cagan Alkan

IEEE Rev Biomed Eng· March 2025

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AutoSamp: Autoencoding k-Space Sampling via Variational Information Maximization for 3D MRI.
Cagan Alkan, Morteza Mardani, Congyu Liao, Zhitao Li, Shreyas S Vasanawala

IEEE Trans Med Imaging· January 2025

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Spherical echo-planar time-resolved imaging (sEPTI) for rapid 3D quantitative and susceptibility imaging.
Nan Wang, Congyu Liao, Xiaozhi Cao, Mark Nishimura, Yannick W E Brackenier, Cagan Alkan

Magn Reson Med· January 2025

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Deep Learning-Based Reconstruction for Cardiac MRI: A Review.
Julio A Oscanoa, Matthew J Middione, Cagan Alkan, Mahmut Yurt, Michael Loecher

Bioengineering (Basel)· March 2023

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Improving high frequency image features of deep learning reconstructions via k-space refinement with null-space kernel.
Kanghyun Ryu, Cagan Alkan, Shreyas S Vasanawala

Magn Reson Med· September 2022

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Upstream Machine Learning in Radiology.
Christopher M Sandino, Elizabeth K Cole, Cagan Alkan, Akshay S Chaudhari, Andreas M Loening

Radiol Clin North Am· November 2021

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