Joint learning of cartesian undersampling and reconstruction for
accelerated MRI

v1v2 (latest)

Joint learning of cartesian undersampling and reconstruction for accelerated MRI

22 May 2019

O. Michailovich

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Papers citing "Joint learning of cartesian undersampling and reconstruction for accelerated MRI"

16 / 16 papers shown

Title
Adaptive Sampling of k-Space in Magnetic Resonance for Rapid Pathology Prediction Chen-Yu Yen Raghav Singhal Umang Sharma Rajesh Ranganath S. Chopra Lerrel Pinto 54 2 0 06 Jun 2024
Reinforcement Learning for Sampling on Temporal Medical Imaging Sequences Zhishen Huang 106 1 0 28 Aug 2023
Constrained Probabilistic Mask Learning for Task-specific Undersampled MRI Reconstruction Tobias Weber Michael Ingrisch Bernd Bischl David Rügamer 77 2 0 25 May 2023
Multi PILOT: Learned Feasible Multiple Acquisition Trajectories for Dynamic MRI Tamir Shor Tomer Weiss Dor Noti A. Bronstein MedIm 35 1 0 13 Mar 2023
On the Feasibility of Machine Learning Augmented Magnetic Resonance for Point-of-Care Identification of Disease R. Singhal Mukund Sudarshan Anish Mahishi S. Kaushik L. Ginocchio A. Tong H. Chandarana D. Sodickson Rajesh Ranganath S. Chopra 132 5 0 27 Jan 2023
L2SR: Learning to Sample and Reconstruct for Accelerated MRI via Reinforcement Learning Pu Yang Bin Dong OffRL AI4TS 46 0 0 05 Dec 2022
JoJoNet: Joint-contrast and Joint-sampling-and-reconstruction Network for Multi-contrast MRI Lin Zhao Xiao Chen Eric Z. Chen Yikang Liu Dinggang Shen Terrence Chen Shanhui Sun 54 6 0 22 Oct 2022
On learning adaptive acquisition policies for undersampled multi-coil MRI reconstruction Timothy C. Bakker Matthew Muckley Adriana Romero Soriano M. Drozdzal Luis Villaseñor-Pineda 62 18 0 30 Mar 2022
Joint optimization of system design and reconstruction in MIMO radar imaging Tomer Weiss Nissim Peretz S. Vedula A. Feuer A. Bronstein 49 3 0 07 Oct 2021
End-to-End Sequential Sampling and Reconstruction for MRI Tianwei Yin Zihui Wu He Sun Adrian Dalca Yisong Yue Katherine Bouman 80 20 0 13 May 2021
Towards Ultrafast MRI via Extreme k-Space Undersampling and Superresolution A. Belov J. Stadelmann Sergey Kastryulin Dmitry V. Dylov 77 6 0 04 Mar 2021
Fast Data-Driven Learning of MRI Sampling Pattern for Large Scale Problems M. Zibetti G. Herman R. Regatte 48 5 0 04 Nov 2020
Experimental design for MRI by greedy policy search Tim Bakker H. V. Hoof Max Welling 59 59 0 30 Oct 2020
1D Probabilistic Undersampling Pattern Optimization for MR Image Reconstruction Shengke Xue Ruiliang Bai Xinyu Jin 103 0 0 08 Mar 2020
PILOT: Physics-Informed Learned Optimized Trajectories for Accelerated MRI Tomer Weiss Ortal Senouf S. Vedula O. Michailovich M. Zibulevsky A. Bronstein MedIm 150 79 0 12 Sep 2019
Learning the Sampling Pattern for MRI Ferdia Sherry Martin Benning J. D. L. Reyes M. Graves G. Maierhofer Guy B. Williams Carola-Bibiane Schönlieb Matthias Joachim Ehrhardt MedIm 123 71 0 20 Jun 2019