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Zhongming Liu, Ph.D. - Publications

Affiliations: 
Biomedical Engineering University of Minnesota, Twin Cities, Minneapolis, MN 
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51 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2020 Zhang Y, Han K, Worth R, Liu Z. Connecting concepts in the brain by mapping cortical representations of semantic relations. Nature Communications. 11: 1877. PMID 32312995 DOI: 10.1038/S41467-020-15804-W  0.363
2020 Lu K, Wang X, Cao J, Wang J, Jaffey D, Mosier KM, Wo J, Powley T, Liu Z. SPARC: Simultaneous Assessment of Gastric Emptying and Motility with Contrast Enhanced Magnetic Resonance Imaging in Humans The Faseb Journal. 34: 1-1. DOI: 10.1096/Fasebj.2020.34.S1.08932  0.336
2020 Wang X, Lu K, Choi M, Cao J, Jaffey D, Powley T, Liu Z. SPARC: Deep Learning for Stomach Segmentation with Contrast Enhanced Magnetic Resonance Imaging of the Gastrointestinal Tract The Faseb Journal. 34: 1-1. DOI: 10.1096/Fasebj.2020.34.S1.03483  0.312
2020 Cao J, Wang X, Lu K, Tan Z, Phillips R, Jaffey D, Wo J, Mosier K, Powley T, Liu Z. SPARC: Brain‐stomach Synchrony Observed with Functional Magnetic Resonance Imaging and Electrogastrogram in Rats The Faseb Journal. 34: 1-1. DOI: 10.1096/Fasebj.2020.34.S1.03197  0.322
2019 Han K, Wen H, Shi J, Lu KH, Zhang Y, Fu D, Liu Z. Variational autoencoder: An unsupervised model for encoding and decoding fMRI activity in visual cortex. Neuroimage. PMID 31103784 DOI: 10.1016/J.Neuroimage.2019.05.039  0.401
2019 Cao J, Lu KH, Oleson ST, Phillips RJ, Jaffey D, Hendren CL, Powley TL, Liu Z. Gastric stimulation drives fast BOLD responses of neural origin. Neuroimage. PMID 31029867 DOI: 10.1016/J.Neuroimage.2019.04.064  0.406
2018 Mandal R, Babaria N, Cao J, Liu Z. Adaptive and Wireless Recordings of Electrophysiological Signals during Concurrent Magnetic Resonance Imaging. Ieee Transactions On Bio-Medical Engineering. PMID 30369431 DOI: 10.1109/Tbme.2018.2877640  0.391
2018 Lynch LK, Lu KH, Wen H, Zhang Y, Saykin AJ, Liu Z. Task-evoked functional connectivity does not explain functional connectivity differences between rest and task conditions. Human Brain Mapping. PMID 30144210 DOI: 10.1002/Hbm.24335  0.329
2018 Wen H, Shi J, Chen W, Liu Z. Transferring and generalizing deep-learning-based neural encoding models across subjects. Neuroimage. PMID 29705690 DOI: 10.1016/J.Neuroimage.2018.04.053  0.367
2018 He B, Sohrabpour A, Brown E, Liu Z. Electrophysiological Source Imaging: A Noninvasive Window to Brain Dynamics. Annual Review of Biomedical Engineering. PMID 29494213 DOI: 10.1146/Annurev-Bioeng-062117-120853  0.504
2018 Wen H, Shi J, Chen W, Liu Z. Deep Residual Network Predicts Cortical Representation and Organization of Visual Features for Rapid Categorization. Scientific Reports. 8: 3752. PMID 29491405 DOI: 10.1038/S41598-018-22160-9  0.311
2018 Shi J, Wen H, Zhang Y, Han K, Liu Z. Deep recurrent neural network reveals a hierarchy of process memory during dynamic natural vision. Human Brain Mapping. PMID 29436055 DOI: 10.1002/Hbm.24006  0.339
2017 Cao J, Lu KH, Powley TL, Liu Z. Vagal nerve stimulation triggers widespread responses and alters large-scale functional connectivity in the rat brain. Plos One. 12: e0189518. PMID 29240833 DOI: 10.1371/Journal.Pone.0189518  0.387
2017 Zhang Y, Chen G, Wen H, Lu KH, Liu Z. Musical Imagery Involves Wernicke's Area in Bilateral and Anti-Correlated Network Interactions in Musicians. Scientific Reports. 7: 17066. PMID 29213104 DOI: 10.1038/S41598-017-17178-4  0.323
2017 Wen H, Shi J, Zhang Y, Lu KH, Cao J, Liu Z. Neural Encoding and Decoding with Deep Learning for Dynamic Natural Vision. Cerebral Cortex (New York, N.Y. : 1991). 1-25. PMID 29059288 DOI: 10.1093/Cercor/Bhx268  0.428
2017 Lu KH, Cao J, Oleson S, Powley TL, Liu Z. Contrast Enhanced Magnetic Resonance Imaging of Gastric Emptying and Motility in Rats. Ieee Transactions On Bio-Medical Engineering. PMID 28796602 DOI: 10.1109/Tbme.2017.2737559  0.351
2017 Lu KH, Jeong JY, Wen H, Liu Z. Spontaneous activity in the visual cortex is organized by visual streams. Human Brain Mapping. PMID 28608643 DOI: 10.1002/Hbm.23687  0.375
2016 Marussich L, Lu KH, Wen H, Liu Z. Mapping White-Matter Functional Organization at Rest and during Naturalistic Visual Perception. Neuroimage. PMID 27720819 DOI: 10.1016/J.Neuroimage.2016.10.005  0.393
2016 Lu KH, Hung SC, Wen H, Marussich L, Liu Z. Influences of High-Level Features, Gaze, and Scene Transitions on the Reliability of BOLD Responses to Natural Movie Stimuli. Plos One. 11: e0161797. PMID 27564573 DOI: 10.1371/Journal.Pone.0161797  0.379
2016 Wen H, Liu Z. Broadband Electrophysiological Dynamics Contribute to Global Resting-State fMRI Signal. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 36: 6030-40. PMID 27251624 DOI: 10.1523/Jneurosci.0187-16.2016  0.368
2015 Wen H, Liu Z. Separating Fractal and Oscillatory Components in the Power Spectrum of Neurophysiological Signal. Brain Topography. PMID 26318848 DOI: 10.1007/S10548-015-0448-0  0.334
2014 Liu Z, de Zwart JA, Chang C, Duan Q, van Gelderen P, Duyn JH. Neuroelectrical decomposition of spontaneous brain activity measured with functional magnetic resonance imaging. Cerebral Cortex (New York, N.Y. : 1991). 24: 3080-9. PMID 23796947 DOI: 10.1093/Cercor/Bht164  0.446
2013 de Zwart JA, van Gelderen P, Liu Z, Duyn JH. Independent sources of spontaneous BOLD fluctuation along the visual pathway. Brain Topography. 26: 525-37. PMID 23660870 DOI: 10.1007/S10548-013-0290-1  0.392
2013 Chang C, Liu Z, Chen MC, Liu X, Duyn JH. EEG correlates of time-varying BOLD functional connectivity. Neuroimage. 72: 227-36. PMID 23376790 DOI: 10.1016/J.Neuroimage.2013.01.049  0.37
2012 Liu Z, de Zwart JA, Yao B, van Gelderen P, Kuo LW, Duyn JH. Finding thalamic BOLD correlates to posterior alpha EEG. Neuroimage. 63: 1060-9. PMID 22986355 DOI: 10.1016/J.Neuroimage.2012.08.025  0.395
2012 Liu Z, de Zwart JA, van Gelderen P, Kuo LW, Duyn JH. Statistical feature extraction for artifact removal from concurrent fMRI-EEG recordings. Neuroimage. 59: 2073-87. PMID 22036675 DOI: 10.1016/J.Neuroimage.2011.10.042  0.392
2010 Yang L, Liu Z, He B. EEG-fMRI reciprocal functional neuroimaging. Clinical Neurophysiology : Official Journal of the International Federation of Clinical Neurophysiology. 121: 1240-50. PMID 20378397 DOI: 10.1016/J.Clinph.2010.02.153  0.594
2010 Liu Z, Fukunaga M, de Zwart JA, Duyn JH. Large-scale spontaneous fluctuations and correlations in brain electrical activity observed with magnetoencephalography. Neuroimage. 51: 102-11. PMID 20123024 DOI: 10.1016/J.Neuroimage.2010.01.092  0.418
2010 Liu Z, Rios C, Zhang N, Yang L, Chen W, He B. Linear and nonlinear relationships between visual stimuli, EEG and BOLD fMRI signals. Neuroimage. 50: 1054-66. PMID 20079854 DOI: 10.1016/J.Neuroimage.2010.01.017  0.519
2009 Lee WH, Liu Z, Mueller BA, Lim K, He B. Influence of white matter anisotropy on EEG source localization: an experimental study. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2009: 2923-5. PMID 19964792 DOI: 10.1109/IEMBS.2009.5334468  0.415
2009 Yang L, Liu Z, Rios C, Yuan H, He B. Electrophysiological neuroimaging: cortical correlates of alpha rhythm modulation. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2009: 1934-6. PMID 19964570 DOI: 10.1109/IEMBS.2009.5333923  0.541
2009 Lee WH, Liu Z, Mueller BA, Lim K, He B. Influence of white matter anisotropic conductivity on EEG source localization: comparison to fMRI in human primary visual cortex. Clinical Neurophysiology : Official Journal of the International Federation of Clinical Neurophysiology. 120: 2071-81. PMID 19833554 DOI: 10.1016/J.Clinph.2009.09.007  0.482
2009 Liu Z, Zhang N, Chen W, He B. Mapping the bilateral visual integration by EEG and fMRI. Neuroimage. 46: 989-97. PMID 19306933 DOI: 10.1016/J.Neuroimage.2009.03.028  0.45
2009 Bai X, Liu Z, Zhang N, Chen W, He B. Three-dimensional source imaging from simultaneously recorded ERP and BOLD-fMRI. Ieee Transactions On Neural Systems and Rehabilitation Engineering : a Publication of the Ieee Engineering in Medicine and Biology Society. 17: 101-6. PMID 19228562 DOI: 10.1109/Tnsre.2009.2015196  0.533
2008 He B, Liu Z. Multimodal functional neuroimaging: integrating functional MRI and EEG/MEG. Ieee Reviews in Biomedical Engineering. 1: 23-40. PMID 20634915 DOI: 10.1109/Rbme.2008.2008233  0.531
2008 Zhang N, Zhu XH, Liu Z, He B, Chen W. Quantitatively Interpreting fMRI signal. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2008: 4415-8. PMID 19163693 DOI: 10.1109/IEMBS.2008.4650190  0.366
2008 Han C, Liu Z, Zhang X, Pogwizd S, He B. Noninvasive three-dimensional cardiac activation imaging from body surface potential maps: a computational and experimental study on a rabbit model. Ieee Transactions On Medical Imaging. 27: 1622-30. PMID 18955177 DOI: 10.1109/Tmi.2008.929094  0.591
2008 Wang K, Zhu S, Mueller BA, Lim KO, Liu Z, He B. A new method to derive white matter conductivity from diffusion tensor MRI. Ieee Transactions On Bio-Medical Engineering. 55: 2481-6. PMID 18838374 DOI: 10.1109/Tbme.2008.923159  0.39
2008 Liu Z, He B. fMRI-EEG integrated cortical source imaging by use of time-variant spatial constraints. Neuroimage. 39: 1198-214. PMID 18036833 DOI: 10.1016/J.Neuroimage.2007.10.003  0.558
2008 Zhang N, Liu Z, He B, Chen W. Noninvasive study of neurovascular coupling during graded neuronal suppression. Journal of Cerebral Blood Flow and Metabolism : Official Journal of the International Society of Cerebral Blood Flow and Metabolism. 28: 280-90. PMID 17700632 DOI: 10.1038/Sj.Jcbfm.9600531  0.376
2007 Han C, Liu Z, Liu C, Pogwizd S, He B. Three-dimensional activation sequence imaging in a rabbit model. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2007: 5609-11. PMID 18003284 DOI: 10.1109/IEMBS.2007.4353618  0.534
2007 Yamawaki N, Wilke C, Hue L, Liu Z, He B. Enhancement of classification accuracy of a time-frequency approach for an EEG-based brain-computer interface. Methods of Information in Medicine. 46: 155-159. DOI: 10.1055/S-0038-1625398  0.656
2006 Liu Z, He B. A new multimodal imaging strategy for integrating fMRI with EEG. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 1: 859-62. PMID 17946426 DOI: 10.1109/IEMBS.2006.259522  0.479
2006 Liu Z, Liu C, He B. Noninvasive reconstruction of three-dimensional ventricular activation sequence from the inverse solution of distributed equivalent current density. Ieee Transactions On Medical Imaging. 25: 1307-18. PMID 17024834 DOI: 10.1109/Tmi.2006.882140  0.462
2006 Liu C, Zhang X, Liu Z, Pogwizd SM, He B. Three-dimensional myocardial activation imaging in a rabbit model. Ieee Transactions On Bio-Medical Engineering. 53: 1813-20. PMID 16941837 DOI: 10.1109/Tbme.2006.873701  0.484
2006 Liu Z, Ding L, He B. Integration of EEG/MEG with MRI and fMRI. Ieee Engineering in Medicine and Biology Magazine : the Quarterly Magazine of the Engineering in Medicine & Biology Society. 25: 46-53. PMID 16898658 DOI: 10.1109/Memb.2006.1657787  0.564
2006 Yamawaki N, Wilke C, Liu Z, He B. An enhanced time-frequency-spatial approach for motor imagery classification. Ieee Transactions On Neural Systems and Rehabilitation Engineering : a Publication of the Ieee Engineering in Medicine and Biology Society. 14: 250-4. PMID 16792306 DOI: 10.1109/Tnsre.2006.875567  0.667
2006 Liu Z, Kecman F, He B. Effects of fMRI-EEG mismatches in cortical current density estimation integrating fMRI and EEG: a simulation study. Clinical Neurophysiology : Official Journal of the International Federation of Clinical Neurophysiology. 117: 1610-22. PMID 16765085 DOI: 10.1016/J.Clinph.2006.03.031  0.537
2006 Im CH, Liu Z, Zhang N, Chen W, He B. Functional cortical source imaging from simultaneously recorded ERP and fMRI. Journal of Neuroscience Methods. 157: 118-23. PMID 16675026 DOI: 10.1016/J.Jneumeth.2006.03.015  0.506
2005 Zhang X, Ramachandra I, Liu Z, Muneer B, Pogwizd SM, He B. Noninvasive three-dimensional electrocardiographic imaging of ventricular activation sequence. American Journal of Physiology. Heart and Circulatory Physiology. 289: H2724-32. PMID 16085677 DOI: 10.1152/Ajpheart.00639.2005  0.472
2005 Kamousi B, Liu Z, He B. Classification of motor imagery tasks for brain-computer interface applications by means of two equivalent dipoles analysis. Ieee Transactions On Neural Systems and Rehabilitation Engineering : a Publication of the Ieee Engineering in Medicine and Biology Society. 13: 166-71. PMID 16003895 DOI: 10.1109/Tnsre.2005.847386  0.443
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