Chi Zhang

17 papers Misc 3Journal 6Unranked 8
YearRankTypeTitle / Venue / Authors
2025 J jnl
Detecting and Mitigating Adversarial Attacks on Deep Learning-Based MRI Reconstruction Without Any Retraining.
CoRR
Mahdi Saberi, Chi Zhang, Mehmet Akçakaya
2024 — conf
Cycle-Consistent Self-Supervised Learning for Improved Highly-Accelerated MRI Reconstruction.
ISBI
Chi Zhang, Omer Burak Demirel, Mehmet Akçakaya
2024 — conf
Non-Cartesian Self-Supervised Physics-Driven Deep Learning Reconstruction for Highly-Accelerated Multi-Echo Spiral fMRI.
ISBI
Hongyi Gu, Chi Zhang, Zidan Yu, Christoph Rettenmeier, V. Andrew Stenger, Mehmet Akçakaya
2024 Misc conf
Uncertainty-Guided Physics-Driven Deep Learning Reconstruction via Cyclic Measurement Consistency.
ICASSP
Chi Zhang, Mehmet Akçakaya
2023 — conf
High-fidelity Database-free Deep Learning Reconstruction for Real-time Cine Cardiac MRI.
EMBC
Ömer Burak Demirel, Chi Zhang, Burhaneddin Yaman, Merve Gülle, Chetan Shenoy, Tim Leiner, Peter Kellman, Mehmet Akçakaya
2023 J jnl
Non-Cartesian Self-Supervised Physics-Driven Deep Learning Reconstruction for Highly-Accelerated Multi-Echo Spiral fMRI.
CoRR
Hongyi Gu, Chi Zhang, Zidan Yu, Christoph Rettenmeier, V. Andrew Stenger, Mehmet Akçakaya
2022 — conf
Distributed Memory-Efficient Physics-Guided Deep Learning Reconstruction for Large-Scale 3d Non-Cartesian MRI.
ISBI
Chi Zhang, Davide Piccini, Ömer Burak Demirel, Gabriele Bonanno, Burhaneddin Yaman, Matthias Stuber, Steen Moeller, Mehmet Akçakaya
2022 J jnl
Residual RAKI: A hybrid linear and non-linear approach for scan-specific k-space deep learning.
NeuroImage
Chi Zhang, Steen Moeller, Omer Burak Demirel, Kâmil Ugurbil, Mehmet Akçakaya
2021 — conf
Efficient Training of 3D Unrolled Neural Networks for MRI Reconstruction Using Small Databases.
ACSCC
Zilin Deng, Burhaneddin Yaman, Chi Zhang, Steen Moeller, Mehmet Akçakaya
2021 — conf
Instabilities in Conventional Multi-Coil MRI Reconstruction with Small Adversarial Perturbations.
ACSCC
Chi Zhang, Jinghan Jia, Burhaneddin Yaman, Steen Moeller, Sijia Liu, Mingyi Hong, Mehmet Akçakaya
2021 J jnl
On Instabilities of Conventional Multi-Coil MRI Reconstruction to Small Adverserial Perturbations.
CoRR
Chi Zhang, Jinghan Jia, Burhaneddin Yaman, Steen Moeller, Sijia Liu, Mingyi Hong, Mehmet Akçakaya
2020 J jnl
Deep-Learning Methods for Parallel Magnetic Resonance Imaging Reconstruction: A Survey of the Current Approaches, Trends, and Issues.
IEEE Signal Process. Mag.
Florian Knoll, Kerstin Hammernik, Chi Zhang, Steen Moeller, Thomas Pock, Daniel K. Sodickson, Mehmet Akçakaya
2020 — conf
Scan-Specific Accelerated Mri Reconstruction Using Recurrent Neural Networks In A Regularized Self-Consistent Framework.
ISBI Workshops
Seyed Amir Hossein Hosseini, Burhaneddin Yaman, Chi Zhang, Kâmil Ugurbil, Steen Moeller, Mehmet Akçakaya
2019 J jnl
Deep Learning Methods for Parallel Magnetic Resonance Image Reconstruction.
CoRR
Florian Knoll, Kerstin Hammernik, Chi Zhang, Steen Moeller, Thomas Pock, Daniel K. Sodickson, Mehmet Akçakaya
2019 Misc conf
Scan-Specific Residual Convolutional Neural Networks for Fast MRI Using Residual RAKI.
ACSSC
Chi Zhang, Seyed Amir Hossein Hosseini, Steen Moeller, Sebastian Weingärtner, Kâmil Ugurbil, Mehmet Akçakaya
2018 Misc conf
Accelerated Simultaneous Multi-Slice MRI using Subject-Specific Convolutional Neural Networks.
ACSSC
Chi Zhang, Steen Moeller, Sebastian Weingärtner, Kâmil Ugurbil, Mehmet Akçakaya
2018 — conf
Fast GPU Implementation of a Scan-Specific Deep Learning Reconstruction for Accelerated Magnetic Resonance Imaging.
EIT
Chi Zhang, Sebastian Weingärtner, Steen Moeller, Kâmil Ugurbil, Mehmet Akçakaya