Zhihao Xue, Fan Yang, Juan Gao, Zhuo Chen, Hao Peng, Chao Zou, Hang Jin, Chenxi Hu*. DARCS: Memory-Efficient Deep Compressed Sensing Reconstruction for Acceleration of 3D Whole-Heart Coronary MR Angiography. IEEE Transactions on Medical Imaging, Jan 1, 2025. DOI: 10.1109/TMI.2024.3524717
Haiyang Chen, Juan Gao, Zhuo Chen, Chenhao Gao, Sirui Huo, Meng Jiang*, Jun Pu*, and Chenxi Hu*. Improve myocardial strain estimation based on deformable groupwise registration with a locally low-rank dissimilarity metric. BMC Med Imaging 24, 330 (2024). https://doi.org/10.1186/s12880-024-01519-7
Yixin Emu, Yinyin Chen, Zhuo Chen, Juan Gao, Jianmin Yuan, Hongfei Lu, Hang Jin, Chenxi Hu*. Simultaneous Multislice Cardiac Multimapping based on Locally Low-Rank and Sparsity Constraints. Journal of Cardiovascular Magnetic Resonance, 2024, 26(2): 101125
Hongfei Lu#, Xiyin Miao#, Dong Wang, Xinde Zheng, Shiyu Zhang, Rui Wang, Guobin Li, Xianling Qian, Yinyin Chen, Chenxi Hu, Hang Jin*, Mengsu Zeng*. Feasibility and Clinical Application of 5-T Noncontrast Dixon Whole-Heart Coronary MR Angiography: A Prospective Study. Radiology. 2024 Oct;313(1):e240389. Doi: 10.1148/radiol. 240389.
Zhuo Chen#, Yiwen Gong#, Haiyang Chen, Yixin Emu, Juan Gao, Zhongjie Zhou, Yiwen Shen, Xin Tang, Sha Hua, Wei Jin, Chenxi Hu*. Joint suppression of cardiac bSSFP cine banding and flow artifacts using twofold phase-cycling and a dual-encoder neural network, Journal of Cardiovascular Magnetic Resonance, 2024. 26(2): 101123
Fan Yang, Zhihao Xue, Hongfei Lu, Jingjing Xu, Haiyang Chen, Zhuo Chen, Yixin Emu, Ahmed Aburas, Juan Gao, Chenhao Gao, Hang Jin, Shengxian Tu, and Chenxi Hu*. Robust Fast Inter-Bin Image Registration for Undersampled Coronary MRI Based on a Learned Motion Prior, IEEE Transactions on Biomedical Engineering, 2024. doi: 10.1109/TBME.2024.3481010.
Haiyang Chen#, Yixin Emu#, Juan Gao, Zhuo Chen, Ahmed Aburas, and Chenxi Hu*. Retrospective Motion Correction for Cardiac Multi-Parametric Mapping with Dictionary Matching-Based Image Synthesis and a Low-Rank Constraint, Magnetic Resonance in Medicine, 2024 Sep 16. doi: 10.1002/mrm.30291.
Zhihao Xue, Sicheng Zhu, Fan Yang, Juan Gao, Hao Peng, Chao Zou, Hang Jin and Chenxi Hu*. A Hybrid Deep Image Prior and Compressed Sensing Reconstruction Method for Highly Accelerated 3D Coronary Magnetic Resonance Angiography, Frontiers in Cardiovascular Medicine, 2024 Sep 12. doi:10.3389/fcvm.2024. 1408351
Juan Gao#, Yiwen Gong#, Yixin Emu, Zhuo Chen, Haiyang Chen, Fan Yang, Zekang Ding, Sha Hua, Wei Jin, Chenxi Hu*. High Spatial‐Resolution and Acquisition‐Efficiency Cardiac MR T1 Mapping Based on Radial bSSFP and a Low‐Rank Tensor Constraint, Journal of Magnetic Resonance Imaging, 2024 Aug 14. doi: 10.1002/jmri.29564
Juan Gao, Yiwen Gong, Xin Tang, Haiyang Chen, Zhuo Chen, Yiwen Shen, Zhongjie Zhou, Yixin Emu, Ahmed Aburas, Wei Jin, Sha Hua*, Chenxi Hu*. Accelerated Cartesian Cardiac T2 Mapping based on a Calibrationless Locally Low-Rank Tensor Constraint, Quantitative Imaging in Medicine and Surgery, 2024;14:10; Pages 7654-7670
Xin Tang, Juan Gao, Ahmed Aburas, Dan Wu, Zhuo Chen, Hao Chen,
Chenxi
Hu*. Accelerated multi-b-value multi-shot diffusion-weighted imaging based
on EPI with keyhole and a low-rank tensor constraint,
Magnetic
Resonance Imaging, Volume 110, 2024, Pages 138-148
Nahla M.H. Elsaid, Nadine L. Dispenza,
Chenxi Hu, Dana C. Peters,
R. Todd Constable, Hemant D. Tagare, Gigi Galiana. Constrained alternating
minimization for parameter mapping (CAMP),
Magnetic Resonance Imaging,
Volume 110, 2024, Pages 176-183
Zhuo Chen#, Sha Hua#, Juan Gao, Yanjia Chen, Yiwen Gong, Yiwen Shen, Xin Tang,
Yixin Emu, Wei Jin😕，
Chenxi Hu*. A dual-stage partially interpretable neural
network for joint suppression of bSSFP banding and flow artifacts in
non-phase-cycled cine imaging.
J Cardiovasc Magn Reson 25, 68
(2023).
Yang F, Zhang J, Li G, Zhu J, Tang X, and
Hu C*. Regularized
SUPER-CAIPIRINHA: accelerating 3D variable-flip-angle T1 mapping with accurate
and efficient reconstruction.
Magnetic Resonance in Medicine 2023;
90(4): 1380-1395.
Chen H, Dai K, Bao J, Zhong S,
Hu C, Liu Y, Zhang Z. Pseudo
multishot echo-planar imaging for geometric distortion improvement.
NMR
Biomed. 2023 May;36(5):e4885. doi: 10.1002/nbm.4885. Epub 2022 Dec 16.
PMID: 36454107.
Zhang Z#, Chen X#, Wan Q#, Wang H, Qi N, You Z, Yuan J, Hu L, Sun H, Wang
Z,
Hu C*, Zhao J*. A two-stage cardiac PET and late gadolinium
enhancement MRI co-registration method for improved assessment of non-ischemic
cardiomyopathies using integrated PET/MR.
Eur J Nucl Med Mol Imaging.
2022 Jun;49(7):2199-2208.
Gonzales RA, Seemann F, Lamy J, Mojibian H, Atar D, Erlinge D,
Steding-Ehrenborg K, Arheden H,
Hu C, Onofrey JA, Peters DC, and
Heiberg E. "MVnet: automated time-resolved tracking of the mitral valve
plane in MRI long-axis cine images with residual neural networks - a
multi-center, multi-vendor study".
Journal of Cardiovascular
Magnetic Resonance 2021; 23: 137.
Jiang P, Feng Z, Sheng L,
Hu C, Ma X, Zhang S, Wu L, Xiao X, Wang
Q, Guo C, Qiu D, Fang J, Xu J, Gershwin M.E. Jiang M, Ma X, Pu J.
"Morphological, Functional, and Tissue Characterization of Silent Myocardial
Involvement in Patients With Primary Biliary Cholangitis."
Clin
Gastroenterol Hepatol. 2021
Gao J, Liu Q, Zhou C, Zhang W, Wan Q,
Hu C, Gu Z, Liang D, Liu X,
Yang Y, Zheng H, Hu Z, Zhang N. An improved patch-based regularization method
for PET image reconstruction.
Quantitative Imaging in Medicine and
Surgery 2021 Feb;11(2):556-570.
Hu C*, Huber S, Nguyen V, Baldassarre L, Mojibian H, Peters D.
Fat-saturated dark-blood cardiac T2 mapping in a single breath-hold.
Magnetic
Resonance Imaging 2021;81:24-32.
Robb JS,
Hu C*, Peters DC. Interleaved, undersampled radial
multiple-acquisition steady-state free precession for improved left atrial cine
imaging.
Magnetic Resonance in Medicine 2020;83(5):1721-1729.
Hu C, Tokoglu F, Scheinost D, Qiu M, Shen X, Peters DC, Galiana G, Constable
RT*. “Dynamic‐flip‐angle ECG‐gating with nuisance signal regression improves
resting‐state BOLD functional connectivity mapping by reducing cardiogenic
noise”.
Magnetic Resonance in Medicine. 2019 April 24. Doi:
10.1002/mrm.27775
Hu C* and Peters DC, “SUPER: a blockwise curve-fitting method for
accelerating MR parametric mapping with fast reconstruction”,
Magnetic
Resonance in Medicine. 2019 Jan 17. Doi: 10.1002/mrm/27662
Hu C*, Huber S, Santacana-Laffitte G, Latif SR, Mojibian HR, Baldassarre LA,
Peters DC. “REPAIRit: improving myocardial nulling and reducing ghosting
artifacts in 3D navigator-gated late gadolinium enhancement under
arrhythmia”.
Journal of Magnetic Resonance Imaging, 2018 Sept 25.
doi:10.1002/jmri.26284
Seemann F
*, Baldassarre LA, Llanos F, Gonzales R, Grunseich K,
Hu
C, Sugeng L, Meadows J, Heiberg E, Peters DC. “Assessment of diastolic
dysfunction and atrial remodeling by mri—validation and correlation with
echocardiography and filling pressure”.
Physiology Reports. 2018
Sept 05. doi: 10.14814/phy2.13828
Hu C*, Huber S, Latif SR, Santacana-Laffitte G, Mojibian HR, Baldassarre
LA, and Peters DC. “Reverse double inversion-recovery: improving motion
robustness of cardiac T2-weighted dark-blood turbo spin-echo sequence”,
Journal
of Magnetic Resonance Imaging. 2017 Nov 7. doi: 10.1002/jmri.25886
Hu C*, Sinusas AJ, Huber S, Thorn S, Stacy MR, Mojibian H, and Peters
DC. “T1-refBlochi: High resolution 3D cardiac post-contrast T1 mapping based on
a single 3D late gadolinium enhancement, Bloch equations, and a reference
T1”.
Journal of Cardiovascular Magnetic Resonance. 2017;19(1):63.
doi: 10.1186/s12968-017-0375-1.
Hu C*, Reeves SJ, Peters DC, and Twieg D. “An efficient reconstruction
algorithm based on the alternating direction method of multipliers for joint
estimation of R2* and off-resonance in fMRI”.
IEEE Transactions on
Medical Imaging. 2017;36(6):1326-1336. doi: 10.1109/TMI.2017.2667698.
Hu C* and Reeves SJ. “Trust region methods for estimation of
complex exponential decay models in MRI with a single-shot trajectory”.
IEEE
Transactions on Image Processing. 2015;24(11):3694-706. doi:
10.1109/TIP.2015.244291
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