Anthony G Christodoulou

Title(s)Assistant Professor, Radiological Sciences
ORCID ORCID Icon0000-0002-9334-8684 Additional info
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    Collapse Biography 
    Collapse Education and Training
    University of Illinois at Urbana-Champaign, Urbana, ILPh.D.2015Electrical and Computer Engineering
    University of Southern California, Los Angeles, CAM.S.2009Electrical Engineering
    University of Southern California, Los Angeles, CAB.S.2008Electrical Engineering
    Collapse Awards and Honors
    Society for Cardiovascular Magnetic Resonance (SCMR)2022Fellow
    Society for Cardiovascular Magnetic Resonance (SCMR)2018Clinical Seed Grant Winner
    Society for Cardiovascular Magnetic Resonance (SCMR)2017Early Career Award Finalist (Translational)
    Society for Magnetic Resonance Angiography (SMRA)2016E. James Potchen Award for Best Oral Presentation
    IEEE Engineering in Medicine and Biology Conference (EMBC)2011Best Paper Award
    American Heart Association (AHA)2011  - 2012Predoctoral Fellowship
    University of Illinois at Urbana-Champaign2009  - 2012ECE Distinguished Fellowship

    Collapse Overview 
    Collapse Overview
    Anthony Christodoulou, Ph.D. is faculty in Radiology, Bioengineering, and Physics & Medicine in Biology at UCLA. Previously, he was Associate Professor of Biomedical Sciences and the Director of Magnetic Resonance Technology Innovations for the Biomedical Imaging Research Institute at Cedars-Sinai Medical Center.

    Prof. Christodoulou's research laboratory develops and translates novel magnetic resonance imaging (MRI) techniques through innovations in MR physics, machine learning, and image reconstruction. His group's primary research focus is on multidimensional quantitative imaging methods for the diagnosis, risk prediction, and treatment monitoring of cardiovascular diseases and cancer.

    Dr. Christodoulou is an Executive Board member of the SMRA, a Fellow of the SCMR, and a member of the ISMRM, IEEE, and AHA.

    Collapse Research 
    Collapse Research Activities and Funding
    Fully Quantitative Low-Dose, Motion-Resolved Dynamic Contrast-Enhanced MRI in Pancreatic Adenocarcinoma
    NIH R01EB032801Jun 15, 2022 - Mar 31, 2026
    Role: Principal Investigator
    SSFP Cardiovascular MR Imaging on 3.0T Using Unified-Coil Local Shimming
    NIH R01HL156818Dec 15, 2020 - Nov 30, 2024
    Role: Principal Investigator
    Ferumoxytol-Enhanced Cardiac MRI for Ischemic Heart Disease
    NIH R01HL148182Jul 1, 2020 - Jun 30, 2025
    Role: Co-Investigator/Subaward PI
    Multi-Task MR Simulation for Abdominal Radiation Treatment Planning
    NIH R01EB029088Jul 1, 2020 - Mar 31, 2024
    Role: Co-Investigator/Subaward PI
    Motion-Resolved, Comprehensive Quantitative Tissue Characterization Using MR Multitasking
    NIH R01EB028146Apr 1, 2019 - Dec 31, 2022
    Role: Principal Investigator
    Longitudinal and quantitative MR plaque imaging for prediction of response to medical management in symptomatic intracranial atherosclerosis
    NIH R01HL147355Mar 15, 2019 - Feb 29, 2024
    Role: Co-Investigator/Subaward PI
    Gating-Free Ultra-Fast Fetal Cardiac MRI with Sub-Nyquist Sampling for Live in Utero Imaging and Cardiovascular Phenotyping of Fetal Mice
    NIH R21EB023507Mar 1, 2019 - Dec 31, 2020
    Role: Co-Investigator/Subaward PI
    Expanding on a new paradigm for MRI in pediatric congenital heart disease
    NIH R01HL127153Jul 15, 2015 - Mar 31, 2025
    Role: Multiple PI

    Collapse Bibliographic 
    Collapse Publications
    Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Researchers can login to make corrections and additions, or contact us for help. to make corrections and additions.
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    Altmetrics Details PMC Citations indicate the number of times the publication was cited by articles in PubMed Central, and the Altmetric score represents citations in news articles and social media. (Note that publications are often cited in additional ways that are not shown here.) Fields are based on how the National Library of Medicine (NLM) classifies the publication's journal and might not represent the specific topic of the publication. Translation tags are based on the publication type and the MeSH terms NLM assigns to the publication. Some publications (especially newer ones and publications not in PubMed) might not yet be assigned Field or Translation tags.) Click a Field or Translation tag to filter the publications.
    1. Mitigation of Fetal Irradiation Injury from Mid-Gestation Total Body Radiation with Mitochondrial-Targeted GS-Nitroxide JP4-039. bioRxiv. 2024 Feb 14. 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, Tan T, Eiseman JL, Christner SM, Guo J, Lo CWY, Epperly MW, Greenberger JS. PMID: 38405696; PMCID: PMC10888932.
      View in: PubMed   Mentions:
    2. The future of cardiovascular magnetic resonance: All-in-one vs. real-time (Part 1). J Cardiovasc Magn Reson. 2024 Jan 17; 26(1):100997. Christodoulou AG, Cruz G, Arami A, Weingärtner S, Artico J, Peters D, Seiberlich N. PMID: 38237900.
      View in: PubMed   Mentions:    Fields:    
    3. Rapid three-dimensional quantification of high-intensity plaques from coronary atherosclerosis T1-weighted characterization to predict periprocedural myocardial injury. J Cardiovasc Magn Reson. 2024 01 17; 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.
      View in: PubMed   Mentions:    Fields:    
    4. 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.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    5. 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 Jan 04. 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.
      View in: PubMed   Mentions:    Fields:    Translation:HumansAnimals
    6. 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.
      View in: PubMed   Mentions:
    7. 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.
      View in: PubMed   Mentions:
    8. 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.
      View in: PubMed   Mentions:
    9. 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.
      View in: PubMed   Mentions:    Fields:    Translation:Animals
    10. Editorial: Simultaneous multiparametric and multidimensional cardiovascular magnetic resonance imaging. Front Cardiovasc Med. 2023; 10:1205994. Radjenovic A, Christodoulou AG. PMID: 37342436; PMCID: PMC10277742.
      View in: PubMed   Mentions:
    11. 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.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    12. 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.
      View in: PubMed   Mentions: 1  
    13. 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.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    14. 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.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    15. 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.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    16. 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.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    17. 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.
      View in: PubMed   Mentions: 2     Fields:    
    18. 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.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    19. 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.
      View in: PubMed   Mentions: 6     Fields:    
    20. 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.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    21. 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.
      View in: PubMed   Mentions: 2  
    22. 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.
      View in: PubMed   Mentions: 7  
    23. 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.
      View in: PubMed   Mentions: 4     Fields:    Translation:Humans
    24. 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.
      View in: PubMed   Mentions: 2     Fields:    
    25. 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.
      View in: PubMed   Mentions: 5     Fields:    
    26. 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.
      View in: PubMed   Mentions: 10     Fields:    Translation:Humans
    27. 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.
      View in: PubMed   Mentions: 1     Fields:    
    28. 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.
      View in: PubMed   Mentions: 4     Fields:    Translation:Humans
    29. 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.
      View in: PubMed   Mentions: 8     Fields:    Translation:Humans
    30. 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.
      View in: PubMed   Mentions: 4     Fields:    Translation:Animals
    31. 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.
      View in: PubMed   Mentions: 8     Fields:    Translation:Humans
    32. 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.
      View in: PubMed   Mentions: 10     Fields:    Translation:Humans
    33. 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.
      View in: PubMed   Mentions: 12     Fields:    Translation:Humans
    34. 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.
      View in: PubMed   Mentions: 11     Fields:    Translation:Humans
    35. 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.
      View in: PubMed   Mentions: 9  
    36. 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.
      View in: PubMed   Mentions: 12     Fields:    Translation:HumansCTClinical Trials
    37. 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.
    38. 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.
      View in: PubMed   Mentions: 20     Fields:    Translation:Humans
    39. 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.
      View in: PubMed   Mentions: 8     Fields:    
    40. 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.
      View in: PubMed   Mentions: 35     Fields:    Translation:Humans
    41. 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.
      View in: PubMed   Mentions: 14     Fields:    Translation:Humans
    42. 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.
    43. 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.
      View in: PubMed   Mentions: 20     Fields:    
    44. 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.
      View in: PubMed   Mentions: 111     Fields:    
    45. 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.
    46. 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.
      View in: PubMed   Mentions: 9     Fields:    Translation:Humans
    47. 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.
      View in: PubMed   Mentions: 14     Fields:    Translation:Animals
    48. 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.
      View in: PubMed   Mentions: 41     Fields:    
    49. 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.
      View in: PubMed   Mentions: 8     Fields:    Translation:HumansAnimals
    50. 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.
    51. 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.
      View in: PubMed   Mentions:    Fields:    Translation:AnimalsCells
    52. 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.
    53. 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.
      View in: PubMed   Mentions: 24     Fields:    Translation:HumansAnimals
    54. 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.
      View in: PubMed   Mentions: 14     Fields:    Translation:Humans
    55. 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.
      View in: PubMed   Mentions: 2  
    56. 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.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    57. 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.
      View in: PubMed   Mentions: 100     Fields:    Translation:Humans
    58. 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.
    59. 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.
      View in: PubMed   Mentions: 5     Fields:    Translation:Animals
    60. 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.
      View in: PubMed   Mentions: 1  
    61. 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.
      View in: PubMed   Mentions: 9     Fields:    Translation:Animals
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