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SPIROMICS HF: Rationale, Design, and Reproducibility of Measures. Circ Heart Fail. 2025 Dec; 18(12):e012833. Barr RG, Lima JAC, Prince MR, Ambale-Venkatesh B, Abraham T, Agarwal PP, Arora G, Balasubramanian A, Barjaktarevic I, Bello NA, Bluemke DA, Budoff MJ, Carr JC, Chaudhuri D, Cooper CB, Couper D, Finn JP, Freed BH, Han MK, Hansel NN, Hsu JJ, Kitzman DW, Krishnan JA, LaBounty TM, Lee YJ, Liu J, Lloyd SG, Markl M, Mukherjee M, Beussink-Nelson L, Ohar J, Ortega VE, Paine R, Peters SP, Schroeder JD, Shen W, Shepshelovich D, Sun Y, Vogel-Claussen J, Watson KE, Wells JM, Wieben O, Woodruff PG, Shah SJ. PMID: 41190426; PMCID: PMC12888806.
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Fetal Cerebrovascular Response to Maternal Hyperoxia Testing and Association With Brain Growth and Postnatal Brain Injury in Congenital Heart Disease. J Am Heart Assoc. 2025 Aug 05; 14(15):e042014. Taleb M, Liu J, Xu D, Zhao Y, Moon-Grady AJ, McQuillen PS, Peyvandi S. PMID: 40673519; PMCID: PMC12449972.
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Myocardial Tissue Composition Mapping Based on Three-Compartment Modeling: A Preliminary Study on Patients With Hypertrophic Cardiomyopathy for Detecting Myocardial Fibrosis Without Contrast Agents. NMR Biomed. 2025 Jul; 38(7):e70078. Liu J, Ordovas K, Yang Y, Larson PEZ, Wang Y, Saloner D, Lee Y, Abraham MR. PMID: 40501284.
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Automatic Brain Tissue and Lesion Segmentation and Multi-Parametric Mapping of Contrast-Enhancing Gliomas without the Injection of Contrast Agents: A Preliminary Study. Cancers. 2024 Apr 17; 16(8):1524. Liu LJ, Jakary JA, Villanueva-Meyer VJ, Butowski BN, Saloner SD, Clarke CJ, Taylor TJ, Oberheim Bush ON, Chang CS, Xu XD, Lupo LJ. .
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Deep learning based fully automatic segmentation of the left ventricular endocardium and epicardium from cardiac cine MRI. Quantitative Imaging in Medicine and Surgery. 2021 Apr 1; 11(4):1600612-1601612. Wang WY, Zhang ZY, Wen WZ, Tian TB, Kao KE, Liu LX, Xuan XW, Ordovas OK, Saloner SD, Liu LJ. .
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Fetal Cerebral Oxygenation Is Impaired in Congenital Heart Disease and Shows Variable Response to Maternal Hyperoxia. J Am Heart Assoc. 2021 Jan 5;10(1):e018777. doi: 10.1161/JAHA.120.018777. Epub 2020 Dec 21. PMID: 33345557. 2020. Shabnam Peyvandi, Duan Xu, Yan Wang , Whitnee Hogan, Anita Moon-Grady, A. James Barkovich, Orit Glenn, Patrick McQuillen, Jing Liu. .
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Computer-Aided Quantification of Non-contrast 3D Black Blood MRI As An Efficient Alternative to Reference Standard Manual CT Angiography Measurements of Abdominal Aortic Aneurysms. European Journal of Radiology. 2020 Nov 1; 109396. Wang WY, Tian TB, Xiong XF, Kao KE, Zhang ZY, Liu LX, Tian TX, Haraldsson HH, Zhu ZC, Leach LJ, Liu LJ, Hope HM, Mitsouras MD, Saloner SD. .
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Left ventricular geometry during unloading and the end-systolic pressure volume relationship: Measurement with a modified real-time MRI-based method in normal sheep. PLoS One. 2020; 15(6):e0234896. Giao DM, Wang Y, Rojas R, Takaba K, Badathala A, Spaulding KA, Soon G, Zhang Y, Wang VY, Haraldsson H, Liu J, Saloner D, Guccione JM, Ge L, Wallace AW, Ratcliffe MB. PMID: 32569290; PMCID: PMC7307770.
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NIMG-45. 3D SINGLE-SCAN FOR MULTI-CONTRAST-WEIGHTED MRI FOR LESION DETECTION IN PATIENTS WITH GLIOMAS. Neuro-Oncology. 2019 Nov 11; 21(Supplement_6):vi171-vi171. Liu LJ, Jakary JA, Lafontaine LM, Wang WY, Xu XD, Saloner SD, Butowski BN, Hess HC, Villanueva-Meyer VJ, Chang CS, Lupo LJ. .
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Technical Note: Simultaneous segmentation and relaxometry for MRI through multitask learning. Med Phys. 2019 Oct; 46(10):4610-4621. Cao P, Liu J, Tang S, Leynes AP, Lupo JM, Xu D, Larson PEZ. PMID: 31396973; PMCID: PMC6800607.
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Extending Cardiac Functional Assessment with Respiratory-Resolved 3D Cine MRI. Sci Rep. 2019 08 09; 9(1):11563. Liu J, Wang Y, Wen Z, Feng L, Lima APS, Mahadevan VS, Bolger A, Saloner D, Ordovas K. PMID: 31399608; PMCID: PMC6689015.
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Self-Attention Convolutional Neural Network for Improved MR Image Reconstruction. Information Sciences. 2019; 490:317-328. Y. Wu, Y. Ma, D. Capaldi, J. Liu, W. Zhao, J. Du, L. Xing .
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Cortical bone vessel identification and quantification on contrast-enhanced MR images. Quant Imaging Med Surg. 2019 Jun; 9(6):928-941. Wu PH, Gibbons M, Foreman SC, Carballido-Gamio J, Han M, Krug R, Liu J, Link TM, Kazakia GJ. PMID: 31367547; PMCID: PMC6629562.
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Multiresolution spatiotemporal mechanical model of the heart as a prior to constrain the solution for 4D models of the heart. Proc SPIE Int Soc Opt Eng. 2019 Jun; 11072. Gullberg GT, Veress AI, Shrestha UM, Liu J, Ordovas K, Segars WP, Seo Y. PMID: 31413426; PMCID: PMC6693867.
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Incorporating prior knowledge via volumetric deep residual network to optimize the reconstruction of sparsely sampled MRI. Magn Reson Imaging. 2020 02; 66:93-103. Wu Y, Ma Y, Capaldi DP, Liu J, Zhao W, Du J, Xing L. PMID: 30880112; PMCID: PMC6745016.
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Left ventricular geometry during unloading and the end-systolic pressure volume relationship: Measurement with a modified real-time MRI-based method in normal sheep. bioRxiv. 2019 Feb 26; 562017. Giao GD, Wang WY, Rojas RR, Takaba TK, Badathala BA, Spaulding SK, Soon SG, Zhang ZY, Wang WV, Haraldsson HH, Liu LJ, Saloner SD, Ge GL, Guccione GJ, Wallace WA, Ratcliffe RM. .
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Fully automatic segmentation of 4D MRI for cardiac functional measurements. Med Phys. 2019 Jan; 46(1):180-189. Wang Y, Zhang Y, Xuan W, Kao E, Cao P, Tian B, Ordovas K, Saloner D, Liu J. PMID: 30352129; PMCID: PMC6322927.
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Developing an efficient phase-matched attenuation correction method for quiescent period PET in abdominal PET/MRI. Phys Med Biol. 2018 09 10; 63(18):185002. Yang J, Liu J, Wiesinger F, Menini A, Zhu X, Hope TA, Seo Y, Larson PEZ. PMID: 30106008; PMCID: PMC6175705.
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Accelerated whole brain intracranial vessel wall imaging using black blood fast spin echo with compressed sensing (CS-SPACE). MAGMA. 2018 Jun; 31(3):457-467. Zhu C, Tian B, Chen L, Eisenmenger L, Raithel E, Forman C, Ahn S, Laub G, Liu Q, Lu J, Liu J, Hess C, Saloner D. PMID: 29209856; PMCID: PMC5976530.
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Cardiac Magnetic Resonance Evaluation of Left Ventricular Myocardial Strain in Pulmonary Hypertension. Acad Radiol. 2018 Jan; 25(1):129-135. Kallianos K, Brooks GC, Mukai K, Seguro de Carvalho F, Liu J, Naeger DM, De Marco T, Ordovas KG. PMID: 28866441; PMCID: PMC5723230.
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Highly accelerated intracranial 4D flow MRI: evaluation of healthy volunteers and patients with intracranial aneurysms. MAGMA. 2018 Apr; 31(2):295-307. Liu J, Koskas L, Faraji F, Kao E, Wang Y, Haraldsson H, Kefayati S, Zhu C, Ahn S, Laub G, Saloner D. PMID: 28785850; PMCID: PMC5803461.
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Segmentation of lumen and outer wall of abdominal aortic aneurysms from 3D black-blood MRI with a registration based geodesic active contour model. Med Image Anal. 2017 Aug; 40:1-10. Wang Y, Seguro F, Kao E, Zhang Y, Faraji F, Zhu C, Haraldsson H, Hope M, Saloner D, Liu J. PMID: 28549310; PMCID: PMC5796767.
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Nonlinear profile order for three-dimensional hybrid radial acquisition applied to self-gated free-breathing cardiac cine MRI* * Project supported by the National Natural Science Foundation of China (Grant Nos. 81501463, 61671026, 81571669, and 81671853), the Natural Science Foundation of Guangdong Province, China (Grant No. 2014A030310360), Guangdong Innovative Research Team Program of China (Grant No. 2011S013), the Basic Research Project of Shenzhen City, China (Grant Nos. JCYJ20140417113430639 and JCYJ20160429172357751), the High-level Oversea Talent Program of Shenzhen City, China (Grant No. KQJSCX20160301144248), and Beijing Center for Mathematics and Information Interdisciplinary Sciences of China. Chinese Physics B. 2017 Jan 31; 26(1):018701. Zhu ZY, Spincemaille SP, Liu LJ, Li LS, Nguyen NT, Prince PM, Xie XY, Wang WY. .
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Highly-accelerated self-gated free-breathing 3D cardiac cine MRI: validation in assessment of left ventricular function. MAGMA. 2017 Aug; 30(4):337-346. Liu J, Feng L, Shen HW, Zhu C, Wang Y, Mukai K, Brooks GC, Ordovas K, Saloner D. PMID: 28120280; PMCID: PMC5751964.
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Nonlinear profile order for three-dimensional hybrid radial acquisition applied to self-gated free-breathing cardiac cine MRI. Chinese Physics B. 2017; 1(26). Zhu Y, Spincemaille P, Liu J, Li S, Nguyen, T.D., Prince M.R., Xie Y., Wang Y.
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P-029 Turbulent Flow in the Venous Outflow Tract of Pulsatile Tinnitus Patients with Sigmoid Sinus Diverticulum. Journal of NeuroInterventional Surgery. 2016 Jul 1; 8(Suppl 1):a43. Kefayati KS, Kao KE, Liu LJ, Haraldsson HH, Faraji FF, Ballweber BM, Meisel MK, Halbach HV, Saloner SD, Amans AM. .
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Dilatation of the ascending aorta is associated with presence of aortic regurgitation in patients after repair of tetralogy of Fallot. Int J Cardiovasc Imaging. 2016 Aug; 32(8):1265-72. Ordovas KG, Keedy A, Naeger DM, Kallianos K, Foster E, Liu J, Saloner D, Hope MD. PMID: 27240599; PMCID: PMC5127280.
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Measuring cardiac efficiency using PET/MRI. EJNMMI Phys. 2015 Dec; 2(Suppl 1):A59. Gullberg G, Aparici CM, Brooks G, Liu J, Guccione J, Saloner D, Seo AY, Ordovas KG. PMID: 26956318; PMCID: PMC4798647.
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High-temporospatial-resolution dynamic contrast-enhanced (DCE) wrist MRI with variable-density pseudo-random circular Cartesian undersampling (CIRCUS) acquisition: evaluation of perfusion in rheumatoid arthritis patients. NMR Biomed. 2016 Jan; 29(1):15-23. Liu J, Pedoia V, Heilmeier U, Ku E, Su F, Khanna S, Imboden J, Graf J, Link T, Li X. PMID: 26608949; PMCID: PMC4724417.
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Isotropic 3D black blood MRI of abdominal aortic aneurysm wall and intraluminal thrombus. Magn Reson Imaging. 2016 Jan; 34(1):18-25. Zhu C, Haraldsson H, Faraji F, Owens C, Gasper W, Ahn S, Liu J, Laub G, Hope MD, Saloner D. PMID: 26471514; PMCID: PMC4691394.
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MR physics in practice: how to optimize acquisition quality and time for cardiac MR imaging. Magn Reson Imaging Clin N Am. 2015 Feb; 23(1):1-6. Saloner D, Liu J, Haraldsson H. PMID: 25476668; PMCID: PMC4292905.
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Free-breathing 3D imaging of right ventricular structure and function using respiratory and cardiac self-gated cine MRI. BioMed Research International. 2015; Vol 2015:Article ID 819102. Zhu Y, Liu J, Weinsaft J, Spincemaille P, Nguyen T, Prince MR, Bao S, Xie Y and Wang Y. View Publication.
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Highly accelerated aortic 4D flow MR imaging with variable-density random undersampling. Magn Reson Imaging. 2014 Oct; 32(8):1012-20. Liu J, Dyverfeldt P, Acevedo-Bolton G, Hope M, Saloner D. PMID: 24846341; PMCID: PMC4135010.
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Depiction of achilles tendon microstructure in vivo using high-resolution 3-dimensional ultrashort echo-time magnetic resonance imaging at 7 T. Invest Radiol. 2014 May; 49(5):339-45. Han M, Larson PE, Liu J, Krug R. PMID: 24500089; PMCID: PMC4143127.
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Fast, free-breathing, in vivo fetal imaging using time-resolved 3D MRI technique: preliminary results. Quant Imaging Med Surg. 2014 Apr; 4(2):123-8. Liu J, Glenn OA, Xu D. PMID: 24834424; PMCID: PMC4014872.
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Self-gated free-breathing 3D coronary CINE imaging with simultaneous water and fat visualization. PLoS One. 2014; 9(2):e89315. Liu J, Nguyen TD, Zhu Y, Spincemaille P, Prince MR, Weinsaft JW, Saloner D, Wang Y. PMID: 24586682; PMCID: PMC3930724.
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Accelerated MRI with CIRcular Cartesian UnderSampling (CIRCUS): a variable density Cartesian sampling strategy for compressed sensing and parallel imaging. Quant Imaging Med Surg. 2014 Feb; 4(1):57-67. Liu J, Saloner D. PMID: 24649436; PMCID: PMC3947985.
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Accelerated 4D flow imaging with variable-density cartesian undersampling and parallel imaging reconstruction. Critical Reviews in Computed Tomography. 2013 Jan 1; 15(Suppl 1):p11. Liu LJ, Dyverfeldt DP, Hope HM, Saloner SD. .
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Morphology enabled dipole inversion for quantitative susceptibility mapping using structural consistency between the magnitude image and the susceptibility map. Neuroimage. 2012 Feb 01; 59(3):2560-8. Liu J, Liu T, de Rochefort L, Ledoux J, Khalidov I, Chen W, Tsiouris AJ, Wisnieff C, Spincemaille P, Prince MR, Wang Y. PMID: 21925276; PMCID: PMC3254812.
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Z intensity-weighted position self-respiratory gating method for free-breathing 3D cardiac CINE imaging. Magn Reson Imaging. 2011 Jul; 29(6):861-8. Spincemaille P, Liu J, Nguyen T, Prince MR, Wang Y. PMID: 21524873; PMCID: PMC3118868.
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Morphology enabled dipole inversion (MEDI) from a single-angle acquisition: comparison with COSMOS in human brain imaging. Magn Reson Med. 2011 Sep; 66(3):777-83. Liu T, Liu J, de Rochefort L, Spincemaille P, Khalidov I, Ledoux JR, Wang Y. PMID: 21465541.
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A novel background field removal method for MRI using projection onto dipole fields (PDF). NMR Biomed. 2011 Nov; 24(9):1129-36. Liu T, Khalidov I, de Rochefort L, Spincemaille P, Liu J, Tsiouris AJ, Wang Y. PMID: 21387445; PMCID: PMC3628923.
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Single breathhold cardiac CINE imaging with multi-echo three-dimensional hybrid radial SSFP acquisition. J Magn Reson Imaging. 2010 Aug; 32(2):434-40. Liu J, Wieben O, Jung Y, Samsonov AA, Reeder SB, Block WF. PMID: 20677274.
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Respiratory and cardiac self-gated free-breathing cardiac CINE imaging with multiecho 3D hybrid radial SSFP acquisition. Magn Reson Med. 2010 May; 63(5):1230-7. Liu J, Spincemaille P, Codella NC, Nguyen TD, Prince MR, Wang Y. PMID: 20432294; PMCID: PMC3071925.
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Quantitative susceptibility map reconstruction from MR phase data using bayesian regularization: validation and application to brain imaging. Magn Reson Med. 2010 Jan; 63(1):194-206. de Rochefort L, Liu T, Kressler B, Liu J, Spincemaille P, Lebon V, Wu J, Wang Y. PMID: 19953507.
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3D diffusion tensor MRI with isotropic resolution using a steady-state radial acquisition. J Magn Reson Imaging. 2009 May; 29(5):1175-84. Jung Y, Samsonov AA, Block WF, Lazar M, Lu A, Liu J, Alexander AL. PMID: 19388107; PMCID: PMC2755503.
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Generation and visualization of four-dimensional MR angiography data using an undersampled 3-D projection trajectory. IEEE Trans Med Imaging. 2006 Feb; 25(2):148-57. Liu J, Redmond MJ, Brodsky EK, Alexander AL, Lu A, Thornton FJ, Schulte MJ, Grist TM, Pipe JG, Block WF. PMID: 16468449.
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IEEE Signal Processing Letters. Adaptive Beamforming with Sidelobe Control: a Second-Order Cone Programming Approach. 2003; 10(11):331-4. Liu J, Gershman AB, Luo ZQ, Wong KM.
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