Zhongming Liu, Ph.D. - Publications

Affiliations: 
Biomedical Engineering University of Minnesota, Twin Cities, Minneapolis, MN 

48 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
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  0.4
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  0.4
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  0.4
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  0.4
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  0.68
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  0.4
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  0.4
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  0.4
2017 Somann JP, Albors G, Neihouser K, Lu KH, Liu Z, Ward MP, Durkes A, Robinson JP, Powley T, Irazoqui P. Chronic cuffing of cervical vagus nerve inhibits efferent fiber integrity in rat model. Journal of Neural Engineering. PMID 29219123 DOI: 10.1088/1741-2552/aaa039  0.4
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  0.4
2017 Oleson S, Lu KH, Liu Z, Durkes AC, Sivasankar MP. Proton density-weighted laryngeal magnetic resonance imaging in systemically dehydrated rats. The Laryngoscope. PMID 29114904 DOI: 10.1002/lary.26978  0.4
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  0.4
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  0.4
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  0.4
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  0.4
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  0.4
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  0.4
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  0.4
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  0.68
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  0.68
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  0.68
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  0.68
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  0.68
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  0.68
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  0.68
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  0.68
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  0.68
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  0.68
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  0.68
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  0.68
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  0.68
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  0.68
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  0.68
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  0.68
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  0.68
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  0.68
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  0.68
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  0.68
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  0.68
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  0.68
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  0.68
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  0.68
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  0.68
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  0.68
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  0.68
2005 Chen Z, Liu Z, Liu F, Yang L. [Research and development of a piezoelectric immunosensor for detecting Treponema pallidum]. Sheng Wu Yi Xue Gong Cheng Xue Za Zhi = Journal of Biomedical Engineering = Shengwu Yixue Gongchengxue Zazhi. 22: 1215-8. PMID 16422103  0.56
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  0.68
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  0.68
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