Accelerated Simultaneous Multi-Slice MRI using Subject-Specific Convolutional Neural Networks. - Chi Zhang 057; Steen Moeller; Sebastian Weingärtner; Kâmil Ugurbil; Mehmet Akçakaya (ACSSC, 2018)

Fast GPU Implementation of a Scan-Specific Deep Learning Reconstruction for Accelerated Magnetic Resonance Imaging. - Chi Zhang 057; Sebastian Weingärtner; Steen Moeller; Kâmil Ugurbil; Mehmet Akçakaya (EIT, 2018)

Scan-Specific Residual Convolutional Neural Networks for Fast MRI Using Residual RAKI. - Chi Zhang 057; Seyed Amir Hossein Hosseini; Steen Moeller; Sebastian Weingärtner; Kâmil Ugurbil; Mehmet Akçakaya (ACSSC, 2019)

Deep Learning Methods for Parallel Magnetic Resonance Image Reconstruction. - Florian Knoll; Kerstin Hammernik; Chi Zhang 057; Steen Moeller; Thomas Pock; Daniel K. Sodickson; Mehmet Akçakaya (CoRR, 2019)

Scan-Specific Accelerated Mri Reconstruction Using Recurrent Neural Networks In A Regularized Self-Consistent Framework. - Seyed Amir Hossein Hosseini; Burhaneddin Yaman; Chi Zhang 057; Kâmil Ugurbil; Steen Moeller; Mehmet Akçakaya (ISBI Workshops, 2020)

Deep-Learning Methods for Parallel Magnetic Resonance Imaging Reconstruction: A Survey of the Current Approaches, Trends, and Issues. - Florian Knoll; Kerstin Hammernik; Chi Zhang 057; Steen Moeller; Thomas Pock; Daniel K. Sodickson; Mehmet Akçakaya (IEEE Signal Process. Mag., 2020)

Efficient Training of 3D Unrolled Neural Networks for MRI Reconstruction Using Small Databases. - Zilin Deng; Burhaneddin Yaman; Chi Zhang 057; Steen Moeller; Mehmet Akçakaya (ACSCC, 2021)

Instabilities in Conventional Multi-Coil MRI Reconstruction with Small Adversarial Perturbations. - Chi Zhang 057; Jinghan Jia; Burhaneddin Yaman; Steen Moeller; Sijia Liu 001; Mingyi Hong 001; Mehmet Akçakaya (ACSCC, 2021)

On Instabilities of Conventional Multi-Coil MRI Reconstruction to Small Adverserial Perturbations. - Chi Zhang 057; Jinghan Jia; Burhaneddin Yaman; Steen Moeller; Sijia Liu 001; Mingyi Hong 001; Mehmet Akçakaya (CoRR, 2021)

Distributed Memory-Efficient Physics-Guided Deep Learning Reconstruction for Large-Scale 3d Non-Cartesian MRI. - Chi Zhang 057; Davide Piccini; Ömer Burak Demirel; Gabriele Bonanno; Burhaneddin Yaman; Matthias Stuber; Steen Moeller; Mehmet Akçakaya (ISBI, 2022)

Residual RAKI: A hybrid linear and non-linear approach for scan-specific k-space deep learning. - Chi Zhang 057; Steen Moeller; Omer Burak Demirel; Kâmil Ugurbil; Mehmet Akçakaya (NeuroImage, 2022)

High-fidelity Database-free Deep Learning Reconstruction for Real-time Cine Cardiac MRI. - Ömer Burak Demirel; Chi Zhang 057; Burhaneddin Yaman; Merve Gülle; Chetan Shenoy; Tim Leiner; Peter Kellman; Mehmet Akçakaya (EMBC, 2023)

Uncertainty-Guided Physics-Driven Deep Learning Reconstruction via Cyclic Measurement Consistency. - Chi Zhang 057; Mehmet Akçakaya (ICASSP, 2024)

Non-Cartesian Self-Supervised Physics-Driven Deep Learning Reconstruction for Highly-Accelerated Multi-Echo Spiral fMRI. - Hongyi Gu; Chi Zhang 057; Zidan Yu; Christoph Rettenmeier; V. Andrew Stenger; Mehmet Akçakaya (ISBI, 2024)

Cycle-Consistent Self-Supervised Learning for Improved Highly-Accelerated MRI Reconstruction. - Chi Zhang 057; Omer Burak Demirel; Mehmet Akçakaya (ISBI, 2024)

Detecting and Mitigating Adversarial Attacks on Deep Learning-Based MRI Reconstruction Without Any Retraining. - Mahdi Saberi; Chi Zhang 057; Mehmet Akçakaya (CoRR, 2025)