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Accelerated 3D qCEST of the Spine in a Porcine Model Using MR Multitasking at 3T. NMR Biomed. 2025 Sep; 38(9):e70122.
Cheema K, De Righi DR, Shen C, Lee HL, Kaneda G, Wechsler J, Chavez M, Avalos P, Floyd C, Tawackoli W, Xie Y, Christodoulou AG, Sheyn D, Li D. PMID: 40817426.
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Prediction of Early Neoadjuvant Chemotherapy Response of Breast Cancer through Deep Learning-based Pharmacokinetic Quantification of DCE MRI. Radiol Artif Intell. 2025 Sep; 7(5):e240769.
Wu C, Wang L, Wang N, Shiao S, Dou T, Hsu YC, Christodoulou AG, Xie Y, Li D. PMID: 40631989.
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Improved Myocardial Tissue Characterization Using Delayed-Phase Dynamic Contrast-enhanced Cardiac MRI. Radiol Cardiothorac Imaging. 2025 Aug; 7(4):e240393.
Huang LT, Zhang X, Li X, Malagi A, Huang Y, Guan X, Ho H, Kwan A, Wei J, Bi X, Christodoulou AG, Li D, Han H, Liu YW, Dharmakumar R, Yang HJ. PMID: 40874838.
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Non-invasive Free-breathing Gating-free Extracellular Cellular Volume Quantification for Repetitive Myocardial Fibrosis Evaluation in Rodents. bioRxiv. 2025 Jul 17.
Cortes DRE, Becker-Szurszewski T, Hartwick S, Amjad MW, Mohammed SA, Chen X, Pacella JJ, Christodoulou AG, Wu YL. PMID: 40791328; PMCID: PMC12338535.
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PubMed Mentions:
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Highlights of the Society for Cardiovascular Magnetic Resonance (SCMR) 2025 Conference: leading the way to accessible, efficient and sustainable CMR. J Cardiovasc Magn Reson. 2025 May 23; 101914.
Prieto C, Allen BD, Azevedo CF, Lima BB, Lam CZ, Mills R, Huisman M, Gonzales RA, Weingärtner S, Christodoulou AG, Rochitte C, Markl M. PMID: 40414357.
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PubMed Mentions: Fields:
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Hybrid strategy of coronary atherosclerosis characterization with T1-weighted MRI and CT angiography to noninvasively predict periprocedural myocardial injury. Eur Heart J Cardiovasc Imaging. 2025 Apr 17.
Matsumoto H, Higuchi S, Li D, Tanisawa H, Isodono K, Irie D, Ohya H, Kitamura R, Kaneko K, Nakazawa M, Suzuki K, Komori Y, Hondera T, Cadet S, Lee HL, Christodoulou AG, Slomka PJ, Dey D, Xie Y, Shinke T. PMID: 40241659.
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PubMed Mentions: Fields:
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Highlights of the society for magnetic resonance angiography 2024 conference. J Cardiovasc Magn Reson. 2025 Summer; 27(1):101878.
Prieto C, Mossa-Basha M, Christodoulou A, Sheagren CD, Guo Y, Radjenovic A, Zhao X, Collins JD, Botnar RM, Wieben O. PMID: 40086635; PMCID: PMC12123343.
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PubMed Mentions: Fields:
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Repeatability-encouraging self-supervised learning reconstruction for quantitative MRI. Magn Reson Med. 2025 Aug; 94(2):797-809.
Chen Z, Hu Z, Xie Y, Li D, Christodoulou AG. PMID: 40014485; PMCID: PMC12137793.
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PubMed Mentions: Fields:
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Generalizable, sequence-invariant deep learning image reconstruction for subspace-constrained quantitative MRI. Magn Reson Med. 2025 Jul; 94(1):89-104.
Hu Z, Chen Z, Cao T, Lee HL, Xie Y, Li D, Christodoulou AG. PMID: 39834093; PMCID: PMC12021335.
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PubMed Mentions:
1 Fields:
Translation:
Humans
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Accurate Intramyocardial Hemorrhage Assessment with Fast, Free-running, Cardiac Quantitative Susceptibility Mapping. Radiol Cardiothorac Imaging. 2024 Dec; 6(6):e230376.
Huang Y, Guan X, Zhang X, Yoosefian G, Ho H, Huang LT, Lin HY, Anthony G, Lee HL, Bi X, Han F, Chan SF, Vora KP, Sharif B, Singh DP, Youssef K, Li D, Han H, Christodoulou AG, Dharmakumar R, Yang HJ. PMID: 39665631; PMCID: PMC11683678.
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PubMed Mentions: Fields:
Translation:
Animals
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Accelerated CEST imaging through deep learning quantification from reduced frequency offsets. Magn Reson Med. 2025 Jan; 93(1):301-310.
Cheema K, Han P, Lee HL, Xie Y, Christodoulou AG, Li D. PMID: 39270056.
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Translation:
Humans
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Mitigation of Fetal Radiation Injury from Mid-Gestation Total-body Irradiation by Maternal Administration of Mitochondrial-Targeted GS-Nitroxide JP4-039. Radiat Res. 2024 09 01; 202(3):565-579.
Wu YL, Christodoulou AG, Beumer JH, Rigatti LH, Fisher R, Ross M, Watkins S, Cortes DRE, Ruck C, Manzoor S, Wyman SK, Stapleton MC, Goetzman E, Bharathi S, Wipf P, Wang H, Tan T, Christner SM, Guo J, Lo CWY, Epperly MW, Greenberger JS. PMID: 39074819; PMCID: PMC11552446.
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PubMed Mentions: Fields:
Translation:
AnimalsCellsPHPublic Health
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Abdominal MR Multitasking for radiotherapy treatment planning: A motion-resolved and multicontrast 3D imaging approach. Magn Reson Med. 2025 Jan; 93(1):108-120.
Chen J, Christodoulou AG, Han P, Xiao J, Han F, Hu Z, Wang N, Han H, Ling DC, Chang EL, Feng M, Scholey JE, Cui S, Li D, Yang W, Fan Z. PMID: 39171431; PMCID: PMC11518652.
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PubMed Mentions:
1 Fields:
Translation:
Humans
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Ferumoxytol-Enhanced 5D Multiphase Steady-State Imaging Using Rotating Cartesian K-Space With Low-Rank Reconstruction for Pediatric Congenital Heart Disease. J Magn Reson Imaging. 2025 Mar; 61(3):1311-1322.
Zhao Z, Lee HL, Ruan D, Ming Z, Han F, Bedayat A, Christodoulou AG, Finn JP, Nguyen KL. PMID: 39143805; PMCID: PMC11805673.
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PubMed Mentions: Fields:
Translation:
Humans
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Coronary Plaque Characterization with T1-weighted MRI and Near-Infrared Spectroscopy to Predict Periprocedural Myocardial Injury. Radiol Cardiothorac Imaging. 2024 08; 6(4):e230339.
Isodono K, Matsumoto H, Li D, Slomka PJ, Dey D, Cadet S, Irie D, Higuchi S, Tanisawa H, Nakazawa M, Komori Y, Ohya H, Kitamura R, Hondera T, Sato I, Lee HL, Christodoulou AG, Xie Y, Shinke T. PMID: 39145734; PMCID: PMC11375432.
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PubMed Mentions: Fields:
Translation:
Humans
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Physics-guided self-supervised learning for retrospective T1 and T2 mapping from conventional weighted brain MRI: Technical developments and initial validation in glioblastoma. Magn Reson Med. 2024 Dec; 92(6):2683-2695.
Qiu S, Wang L, Sati P, Christodoulou AG, Xie Y, Li D. PMID: 39014982.
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Translation:
Humans
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Modeling normal mouse uterine contraction and placental perfusion with non-invasive longitudinal dynamic contrast enhancement MRI. PLoS One. 2024; 19(7):e0303957.
Cortes DRE, Stapleton MC, Schwab KE, West D, Coulson NW, O'Donnell MG, Christodoulou AG, Powers RW, Wu YL. PMID: 38950083; PMCID: PMC11216620.
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PubMed Mentions:
1 Fields:
Translation:
Animals
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Alternating low-rank tensor reconstruction for improved multiparametric mapping with cardiovascular MR Multitasking. Magn Reson Med. 2024 Oct; 92(4):1421-1439.
Cao T, Hu Z, Mao X, Chen Z, Kwan AC, Xie Y, Berman DS, Li D, Christodoulou AG. PMID: 38726884; PMCID: PMC11262969.
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PubMed Mentions:
1 Fields:
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Dynamic Regularized Adaptive Cluster Optimization (DRACO) for Quantitative Cardiac Cine MRI in Complex Arrhythmias. J Magn Reson Imaging. 2025 Jan; 61(1):248-262.
Ming Z, Pogosyan A, Christodoulou AG, Finn JP, Ruan D, Nguyen KL. PMID: 38708951; PMCID: PMC11538382.
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PubMed Mentions: Fields:
Translation:
Humans
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Rapid three-dimensional quantification of high-intensity plaques from coronary atherosclerosis T1-weighted characterization to predict periprocedural myocardial injury. J Cardiovasc Magn Reson. 2024; 26(1):100999.
Nakazawa M, Matsumoto H, Li D, Slomka PJ, Dey D, Cadet S, Isodono K, Irie D, Higuchi S, Tanisawa H, Ohya H, Kitamura R, Komori Y, Hondera T, Sato I, Lee HL, Christodoulou AG, Xie Y, Shinke T. PMID: 38237903; PMCID: PMC11211226.
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PubMed Mentions:
1 Fields:
Translation:
Humans
-
The future of cardiovascular magnetic resonance: All-in-one vs. real-time (Part 1). J Cardiovasc Magn Reson. 2024; 26(1):100997.
Christodoulou AG, Cruz G, Arami A, Weingärtner S, Artico J, Peters D, Seiberlich N. PMID: 38237900; PMCID: PMC11211239.
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PubMed Mentions:
2 Fields:
Translation:
Humans
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ECG-free cine MRI with data-driven clustering of cardiac motion for quantification of ventricular function. NMR Biomed. 2024 Apr; 37(4):e5091.
Ming Z, Pogosyan A, Gao C, Colbert CM, Wu HH, Finn JP, Ruan D, Hu P, Christodoulou AG, Nguyen KL. PMID: 38196195; PMCID: PMC10947936.
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PubMed Mentions:
1 Fields:
Translation:
Humans
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Non-electrocardiogram-gated, free-breathing, off-resonance reduced, high-resolution, whole-heart myocardial T2 * mapping at 3 T within 5 min. Magn Reson Med. 2024 May; 91(5):1936-1950.
Guan X, Yang HJ, Zhang X, Wang N, Han H, Tang R, Hu Z, Youssef K, Vora K, Krishnam MS, Christodoulou AG, Li D, Sharif B, Dharmakumar R. PMID: 38174593.
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PubMed Mentions:
2 Fields:
Translation:
HumansAnimals
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Retrospective T2 quantification from conventional weighted MRI of the prostate based on deep learning. Front Radiol. 2023; 3:1223377.
Sun H, Wang L, Daskivich T, Qiu S, Han F, D'Agnolo A, Saouaf R, Christodoulou AG, Kim H, Li D, Xie Y. PMID: 37886239; PMCID: PMC10598780.
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PubMed Mentions:
2
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Motion-compensated T1 mapping in cardiovascular magnetic resonance imaging: a technical review. Front Cardiovasc Med. 2023; 10:1160183.
Sheagren CD, Cao T, Patel JH, Chen Z, Lee HL, Wang N, Christodoulou AG, Wright GA. PMID: 37790594; PMCID: PMC10542904.
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PubMed Mentions:
2
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Retrospective quantification of clinical abdominal DCE-MRI using pharmacokinetics-informed deep learning: a proof-of-concept study. Front Radiol. 2023; 3:1168901.
Wu C, Wang N, Gaddam S, Wang L, Han H, Sung K, Christodoulou AG, Xie Y, Pandol S, Li D. PMID: 37731600; PMCID: PMC10507354.
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PubMed Mentions:
1
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Physics-informed deep learning for T2-deblurred superresolution turbo spin echo MRI. Magn Reson Med. 2023 Dec; 90(6):2362-2374.
Chen Z, Stapleton MC, Xie Y, Li D, Wu YL, Christodoulou AG. PMID: 37578085.
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PubMed Mentions:
1 Fields:
Translation:
Animals
-
Editorial: Simultaneous multiparametric and multidimensional cardiovascular magnetic resonance imaging. Front Cardiovasc Med. 2023; 10:1205994.
Radjenovic A, Christodoulou AG. PMID: 37342436; PMCID: PMC10277742.
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PubMed Mentions:
1
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Direct synthesis of multi-contrast brain MR images from MR multitasking spatial factors using deep learning. Magn Reson Med. 2023 10; 90(4):1672-1681.
Qiu S, Ma S, Wang L, Chen Y, Fan Z, Moser FG, Maya M, Sati P, Sicotte NL, Christodoulou AG, Xie Y, Li D. PMID: 37246485; PMCID: PMC10524469.
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PubMed Mentions:
2 Fields:
Translation:
Humans
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Multitasking dynamic contrast enhanced magnetic resonance imaging can accurately differentiate chronic pancreatitis from pancreatic ductal adenocarcinoma. Front Oncol. 2022; 12:1007134.
Wang N, Gaddam S, Xie Y, Christodoulou AG, Wu C, Ma S, Fan Z, Wang L, Lo S, Hendifar AE, Pandol SJ, Li D. PMID: 36686811; PMCID: PMC9853434.
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PubMed Mentions:
1
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Editorial for "Assessing Tissue Hydration Dynamics Based on Water/Fat Separated MRI". J Magn Reson Imaging. 2023 08; 58(2):661-662.
Christodoulou AG. PMID: 36571272.
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PubMed Mentions: Fields:
Translation:
Humans
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MR Multitasking-based multi-dimensional assessment of cardiovascular system (MT-MACS) with extended spatial coverage and water-fat separation. Magn Reson Med. 2023 04; 89(4):1496-1505.
Hu Z, Xiao J, Mao X, Xie Y, Kwan AC, Song SS, Fong MW, Wilcox AG, Li D, Christodoulou AG, Fan Z. PMID: 36336794; PMCID: PMC9892247.
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PubMed Mentions:
4 Fields:
Translation:
Humans
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FedRNN: Federated learning with RNN-based aggregation on pancreas segmentation. Int Conf Med Image Comput Aided Diagn. 2022; 810:453-464.
Deng Z, Qureshi, TA, Javed S, Wang L, Christodoulou AG, Xie Y, Gaddam S, Pandol SJ, and Li D . View Publication.
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Magnetic Resonance Image Reconstruction: Theory, Methods, and Applications. eds. Akcakaya M, Doneva M, Prieto C. Low-Rank Matrix and Tensor–Based Reconstruction. 2022; 7:223-247.
Christodoulou AG. View Publication.
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Free-breathing 3D CEST MRI of human liver at 3.0 T. Magn Reson Med. 2023 02; 89(2):738-745.
Han P, Cheema K, Cao T, Lee HL, Han F, Wang N, Han H, Xie Y, Christodoulou AG, Li D. PMID: 36161668; PMCID: PMC9712251.
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PubMed Mentions:
2 Fields:
Translation:
Humans
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MR multitasking-based dynamic imaging for cerebrovascular evaluation (MT-DICE): Simultaneous quantification of permeability and leakage-insensitive perfusion by dynamic T1/T2* mapping. Magn Reson Med. 2023 Jan; 89(1):161-176.
Hu Z, Christodoulou AG, Wang N, Xie Y, Shiroishi MS, Yang W, Zada G, Chow FE, Margol AS, Tamrazi B, Chang EL, Li D, Fan Z. PMID: 36128892; PMCID: PMC9826278.
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PubMed Mentions:
2 Fields:
Translation:
Humans
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Single projection driven real-time multi-contrast (SPIDERM) MR imaging using pre-learned spatial subspace and linear transformation. Phys Med Biol. 2022 06 27; 67(13).
Han P, Chen J, Xiao J, Han F, Hu Z, Yang W, Cao M, Ling DC, Li D, Christodoulou AG, Fan Z. PMID: 35697010; PMCID: PMC9680913.
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PubMed Mentions:
5 Fields:
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Free-breathing, non-ECG, simultaneous myocardial T1 , T2 , T2 *, and fat-fraction mapping with motion-resolved cardiovascular MR multitasking. Magn Reson Med. 2022 10; 88(4):1748-1763.
Cao T, Wang N, Kwan AC, Lee HL, Mao X, Xie Y, Nguyen KL, Colbert CM, Han F, Han P, Han H, Christodoulou AG, Li D. PMID: 35713184; PMCID: PMC9339519.
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PubMed Mentions:
9 Fields:
Translation:
Humans
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OSCILLATE: A low-rank approach for accelerated magnetic resonance elastography. Magn Reson Med. 2022 10; 88(4):1659-1672.
McIlvain G, Cerjanic AM, Christodoulou AG, McGarry MDJ, Johnson CL. PMID: 35649188; PMCID: PMC9339522.
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PubMed Mentions:
8 Fields:
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Chemical Exchange Saturation Transfer for Pancreatic Ductal Adenocarcinoma Evaluation. Pancreas. 2022 05 01; 51(5):463-468.
Wang L, Zhou Z, Gaddam S, Wang N, Xie Y, Deng Z, Fan Z, Christodoulou AG, Han F, Lo SK, Wachsman AM, Hendifar AE, Jiang T, Pandol SJ, Li D. PMID: 35858211.
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PubMed Mentions:
1 Fields:
Translation:
Humans
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Data-Consistent non-Cartesian deep subspace learning for efficient dynamic MR image reconstruction. Proc IEEE Int Symp Biomed Imaging. 2022 Mar; 2022.
Chen Z, Chen Y, Xie Y, Li D, Christodoulou AG. PMID: 35572068; PMCID: PMC9104888.
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PubMed Mentions:
7
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Simultaneous Multi-Slice Cardiac MR Multitasking for Motion-Resolved, Non-ECG, Free-Breathing T1-T2 Mapping. Front Cardiovasc Med. 2022; 9:833257.
Mao X, Lee HL, Hu Z, Cao T, Han F, Ma S, Serry FM, Fan Z, Xie Y, Li D, Christodoulou AG. PMID: 35310971; PMCID: PMC8930916.
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PubMed Mentions:
12
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Coronary High-Intensity Plaques at T1-weighted MRI in Stable Coronary Artery Disease: Comparison with Near-Infrared Spectroscopy Intravascular US. Radiology. 2022 03; 302(3):557-565.
Sato S, Matsumoto H, Li D, Ohya H, Mori H, Sakai K, Ogura K, Oishi Y, Masaki R, Tanaka H, Kondo S, Tsujita H, Tsukamoto S, Isodono K, Kitamura R, Komori Y, Yoshii N, Sato I, Christodoulou AG, Xie Y, Shinke T. PMID: 34904874.
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PubMed Mentions:
5 Fields:
Translation:
Humans
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Whole-brain steady-state CEST at 3 T using MR Multitasking. Magn Reson Med. 2022 05; 87(5):2363-2371.
Han P, Cheema K, Lee HL, Zhou Z, Cao T, Ma S, Wang N, Han H, Christodoulou AG, Li D. PMID: 34843114; PMCID: PMC9242691.
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PubMed Mentions:
4 Fields:
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Three-dimensional simultaneous brain mapping of T1, T2, T2∗ and magnetic susceptibility with MR Multitasking. Magn Reson Med. 2022 03; 87(3):1375-1389.
Cao T, Ma S, Wang N, Gharabaghi S, Xie Y, Fan Z, Hogg E, Wu C, Han F, Tagliati M, Haacke EM, Christodoulou AG, Li D. PMID: 34708438; PMCID: PMC8776611.
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PubMed Mentions:
8 Fields:
Translation:
Humans
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Free-breathing multitasking multi-echo MRI for whole-liver water-specific T1 , proton density fat fraction, and R2∗ quantification. Magn Reson Med. 2022 01; 87(1):120-137.
Wang N, Cao T, Han F, Xie Y, Zhong X, Ma S, Kwan A, Fan Z, Han H, Bi X, Noureddin M, Deshpande V, Christodoulou AG, Li D. PMID: 34418152; PMCID: PMC8616772.
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PubMed Mentions:
15 Fields:
Translation:
Humans
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Motion-robust quantitative multiparametric brain MRI with motion-resolved MR multitasking. Magn Reson Med. 2022 01; 87(1):102-119.
Ma S, Wang N, Xie Y, Fan Z, Li D, Christodoulou AG. PMID: 34398991; PMCID: PMC8616852.
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PubMed Mentions:
1 Fields:
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Multiparametric mapping in the brain from conventional contrast-weighted images using deep learning. Magn Reson Med. 2022 01; 87(1):488-495.
Qiu S, Chen Y, Ma S, Fan Z, Moser FG, Maya MM, Christodoulou AG, Xie Y, Li D. PMID: 34374468; PMCID: PMC8616775.
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PubMed Mentions:
6 Fields:
Translation:
Humans
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Dual flip-angle IR-FLASH with spin history mapping for B1+ corrected T1 mapping: Application to T1 cardiovascular magnetic resonance multitasking. Magn Reson Med. 2021 12; 86(6):3182-3191.
Serry FM, Ma S, Mao X, Han F, Xie Y, Han H, Li D, Christodoulou AG. PMID: 34309072; PMCID: PMC8568626.
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PubMed Mentions:
10 Fields:
Translation:
Humans
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Electrocardiogram-less, free-breathing myocardial extracellular volume fraction mapping in small animals at high heart rates using motion-resolved cardiovascular magnetic reesonance multitasking: a feasibility study in a heart failure with preserved ejection fraction rat model. J Cardiovasc Magn Reson. 2021 02 11; 23(1):8.
Han P, Zhang R, Wagner S, Xie Y, Cingolani E, Marban E, Christodoulou AG, Li D. PMID: 33568177; PMCID: PMC7877086.
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PubMed Mentions:
5 Fields:
Translation:
Animals
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Five-dimensional quantitative low-dose Multitasking dynamic contrast- enhanced MRI: Preliminary study on breast cancer. Magn Reson Med. 2021 06; 85(6):3096-3111.
Wang N, Xie Y, Fan Z, Ma S, Saouaf R, Guo Y, Shiao SL, Christodoulou AG, Li D. PMID: 33427334.
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PubMed Mentions:
8 Fields:
Translation:
Humans
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Free-breathing diffusion tensor MRI of the whole left ventricle using second-order motion compensation and multitasking respiratory motion correction. Magn Reson Med. 2021 05; 85(5):2634-2648.
Nguyen CT, Christodoulou AG, Coll-Font J, Ma S, Xie Y, Reese TG, Mekkaoui C, Lewis GD, Bi X, Sosnovik DE, Li D. PMID: 33252140; PMCID: PMC7902339.
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PubMed Mentions:
14 Fields:
Translation:
Humans
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Three-dimensional whole-brain simultaneous T1, T2, and T1ρ quantification using MR Multitasking: Method and initial clinical experience in tissue characterization of multiple sclerosis. Magn Reson Med. 2021 04; 85(4):1938-1952.
Ma S, Wang N, Fan Z, Kaisey M, Sicotte NL, Christodoulou AG, Li D. PMID: 33107126; PMCID: PMC8244966.
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PubMed Mentions:
12 Fields:
Translation:
Humans
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Magnetic resonance multitasking for multidimensional assessment of cardiovascular system: Development and feasibility study on the thoracic aorta. Magn Reson Med. 2020 11; 84(5):2376-2388.
Hu Z, Christodoulou AG, Wang N, Shaw JL, Song SS, Maya MM, Ishimori ML, Forbess LJ, Xiao J, Bi X, Han F, Li D, Fan Z. PMID: 32301164; PMCID: PMC7875090.
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PubMed Mentions:
9 Fields:
Translation:
Humans
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Multiparametric Mapping Magnetic Resonance Imaging of Pancreatic Disease. Front Physiol. 2020; 11:8.
Wang L, Gaddam S, Wang N, Xie Y, Deng Z, Zhou Z, Fan Z, Jiang T, Christodoulou AG, Han F, Lo SK, Wachsman AM, Hendifar AE, Pandol SJ, Li D. PMID: 32153416; PMCID: PMC7047169.
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PubMed Mentions:
14
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Six-dimensional quantitative DCE MR Multitasking of the entire abdomen: Method and application to pancreatic ductal adenocarcinoma. Magn Reson Med. 2020 08; 84(2):928-948.
Wang N, Gaddam S, Wang L, Xie Y, Fan Z, Yang W, Tuli R, Lo S, Hendifar A, Pandol S, Christodoulou AG, Li D. PMID: 31961967; PMCID: PMC7323577.
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PubMed Mentions:
12 Fields:
Translation:
HumansCTClinical Trials
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Accelerated dynamic magnetic resonance imaging using learned representations: A new frontier in biomedical imaging. IEEE Signal Process Mag. 2020; 37(1):83-93.
Christodoulou AG, Lingala SG. View Publication.
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Three-dimensional simultaneous brain T1 , T2 , and ADC mapping with MR Multitasking. Magn Reson Med. 2020 07; 84(1):72-88.
Ma S, Nguyen CT, Han F, Wang N, Deng Z, Binesh N, Moser FG, Christodoulou AG, Li D. PMID: 31765496; PMCID: PMC7695520.
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PubMed Mentions:
25 Fields:
Translation:
Humans
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Deep learning within a priori temporal feature spaces for large-scale dynamic MR image reconstruction: Application to 5-D cardiac MR Multitasking. Med Image Comput Comput Assist Interv. 2019 Oct; 11765:495-504.
Chen Y, Shaw JL, Xie Y, Li D, Christodoulou AG. PMID: 31723946; PMCID: PMC6853633.
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PubMed Mentions:
10 Fields:
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Free-breathing, non-ECG, continuous myocardial T1 mapping with cardiovascular magnetic resonance multitasking. Magn Reson Med. 2019 04; 81(4):2450-2463.
Shaw JL, Yang Q, Zhou Z, Deng Z, Nguyen C, Li D, Christodoulou AG. PMID: 30450749; PMCID: PMC6372325.
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PubMed Mentions:
36 Fields:
Translation:
Humans
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Quantitative 3D dynamic contrast-enhanced (DCE) MR imaging of carotid vessel wall by fast T1 mapping using Multitasking. Magn Reson Med. 2019 04; 81(4):2302-2314.
Wang N, Christodoulou AG, Xie Y, Wang Z, Deng Z, Zhou B, Lee S, Fan Z, Chang H, Yu W, Li D. PMID: 30368891; PMCID: PMC6372333.
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PubMed Mentions:
17 Fields:
Translation:
Humans
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Efficient and accurate MRI super-resolution using a Generative Adversarial Network and 3D Multi-Level Densely Connected Network. Med Image Comput Comput Assist Interv. 2018; 11070:91-99.
Chen Y, Shi F, Christodoulou AG, Xie Y, Zhou Z, Li D. View Publication.
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Chemical exchange saturation transfer fingerprinting for exchange rate quantification. Magn Reson Med. 2018 10; 80(4):1352-1363.
Zhou Z, Han P, Zhou B, Christodoulou AG, Shaw JL, Deng Z, Li D. PMID: 29845651; PMCID: PMC6592698.
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PubMed Mentions:
22 Fields:
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Magnetic resonance multitasking for motion-resolved quantitative cardiovascular imaging. Nat Biomed Eng. 2018 Apr; 2(4):215-226.
Christodoulou AG, Shaw JL, Nguyen C, Yang Q, Xie Y, Wang N, Li D. PMID: 30237910; PMCID: PMC6141200.
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PubMed Mentions:
130 Fields:
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Brain MRI super resolution using 3D Deep Densely Connected Neural Networks. Proc IEEE Int Symp Biomed Imaging. 2018; 2018:739-742.
Chen Y, Xie Y, Zhou Z, Shi F, Christodoulou AG, Li D. View Publication.
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Accelerated Cardiac Diffusion Tensor Imaging Using Joint Low-Rank and Sparsity Constraints. IEEE Trans Biomed Eng. 2018 10; 65(10):2219-2230.
Ma S, Nguyen CT, Christodoulou AG, Luthringer D, Kobashigawa J, Lee SE, Chang HJ, Li D. PMID: 29989936; PMCID: PMC6043416.
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PubMed Mentions:
6 Fields:
Translation:
Humans
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Fast dynamic electron paramagnetic resonance (EPR) oxygen imaging using low-rank tensors. J Magn Reson. 2016 09; 270:176-182.
Christodoulou AG, Redler G, Clifford B, Liang ZP, Halpern HJ, Epel B. PMID: 27498337; PMCID: PMC5127203.
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PubMed Mentions:
15 Fields:
Translation:
Animals
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Accelerated High-Dimensional MR Imaging With Sparse Sampling Using Low-Rank Tensors. IEEE Trans Med Imaging. 2016 09; 35(9):2119-29.
He J, Liu Q, Christodoulou AG, Ma C, Lam F, Liang ZP. PMID: 27093543; PMCID: PMC5487008.
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PubMed Mentions:
42 Fields:
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A subspace approach to accelerated cardiovascular magnetic resonance imaging. 2015.
Christodoulou AG. View Publication.
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Improved subspace estimation for low-rank model-based accelerated cardiac imaging. IEEE Trans Biomed Eng. 2014 Sep; 61(9):2451-7.
Christodoulou AG, Hitchens TK, Wu YL, Ho C, Liang ZP. PMID: 24801352; PMCID: PMC4190021.
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PubMed Mentions:
10 Fields:
Translation:
HumansAnimals
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Accelerating cardiovascular magnetic resonance imaging: Signal processing meets nuclear spins. IEEE Signal Process Mag. 2014; 31(5):138-143.
Christodoulou AG, Kellman P, Liang, Z-P. View Publication.
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Super-resolution hyperspectral imaging with unknown blurring by low-rank and group-sparse modeling. Proc Int Conf Image Proc. 2014; 2014:2155-2159.
Huang H, Christodoulou AG, Sun W. View Publication.
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Self-navigated low-rank MRI for MPIO-labeled immune cell imaging of the heart. Annu Int Conf IEEE Eng Med Biol Soc. 2014; 2014:1529-32.
Christodoulou AG, Wu YL, Hitchens TK, Ho C, Liang ZP. PMID: 25570261; PMCID: PMC5341083.
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Translation:
AnimalsCells
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High-resolution cardiovascular MRI by integrating parallel imaging with low-rank and sparse modeling. IEEE Trans Biomed Eng. 2013 Nov; 60(11):3083-92.
Christodoulou AG, Zhang H, Zhao B, Hitchens TK, Ho C, Liang ZP. PMID: 23744657; PMCID: PMC4130491.
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PubMed Mentions:
24 Fields:
Translation:
HumansAnimals
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A quality control method for detecting and suppressing uncorrected residual motion in fMRI studies. Magn Reson Imaging. 2013 Jun; 31(5):707-17.
Christodoulou AG, Bauer TE, Kiehl KA, Feldstein Ewing SW, Bryan AD, Calhoun VD. PMID: 23290482; PMCID: PMC3648631.
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PubMed Mentions:
14 Fields:
Translation:
Humans
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ACCELERATING CARDIOVASCULAR IMAGING BY EXPLOITING REGIONAL LOW-RANK STRUCTURE VIA GROUP SPARSITY. Proc IEEE Int Symp Biomed Imaging. 2012 Dec 31; 2012:330-333.
Christodoulou AG, Babacan SD, Liang ZP. PMID: 24443673; PMCID: PMC3892709.
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PubMed Mentions:
2
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High resolution dynamic cardiac MRI using partial separability of spatiotemporal signals with a novel sampling scheme. Magn Reson Imaging. 2013 May; 31(4):529-37.
Xie G, Feng X, Christodoulou AG, Weng D, Liu X, Qiu B. PMID: 23260392.
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Humans
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Image reconstruction from highly undersampled (k, t)-space data with joint partial separability and sparsity constraints. IEEE Trans Med Imaging. 2012 Sep; 31(9):1809-20.
Zhao B, Haldar JP, Christodoulou AG, Liang ZP. PMID: 22695345; PMCID: PMC3434301.
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PubMed Mentions:
100 Fields:
Translation:
Humans
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Further development of image reconstruction from highly undersampled (k, t)-space data with joint partial separability and sparsity constraints. Proc IEEE Int Symp Biomed Imaging. 2011; 2011:1593-1596.
Zhao B, Haldar JP, Christodoulou AG, Liang Z-P. View Publication.
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Four-dimensional MR cardiovascular imaging: method and applications. Annu Int Conf IEEE Eng Med Biol Soc. 2011; 2011:3732-5.
Christodoulou AG, Zhao B, Zhang H, Ho C, Liang ZP. PMID: 22255151; PMCID: PMC3388504.
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PubMed Mentions:
5 Fields:
Translation:
Animals
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REGULARIZED IMAGE RECONSTRUCTION FOR PS MODEL-BASED CARDIOVASCULAR MRI. Proc IEEE Int Symp Biomed Imaging. 2011; 57-60.
Christodoulou AG, Zhao B, Liang ZP. PMID: 25283177; PMCID: PMC4184476.
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PubMed Mentions:
1
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High-resolution cardiac MRI using partially separable functions and weighted spatial smoothness regularization. Annu Int Conf IEEE Eng Med Biol Soc. 2010; 2010:871-4.
Christodoulou AG, Brinegar C, Haldar JP, Zhang H, Wu YJ, Foley LM, Hitchens T, Ye Q, Ho C, Liang ZP. PMID: 21097198; PMCID: PMC3115597.
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PubMed Mentions:
7 Fields: