Zhongming Liu

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Bin HeTrustee Professor of Biomedical Engineering, Carnegie Mellon UniversityVerified email at andrew.cmu.edu
Jiayue CaoUniversity of MichiganVerified email at umich.edu
Haiguang WenAutonomous Driving, NIO; Autonomous Driving, NVIDIA; Ph.D. in ECE, Purdue UniversityVerified email at purdue.edu
Yizhen ZhangPostdoctoral Scholar, UC San FranciscoVerified email at ucsf.edu
jeff duynNational Institutes of HealthVerified email at helix.nih.gov
Kuan HanResearch Scientist, TikTokVerified email at umich.edu
Xiaokai WangResearch Fellow, Ph.D., University of MichiganVerified email at umich.edu
Jacco A. de ZwartNational Institutes of HealthVerified email at nih.gov
Peter van GelderenAMRI, LFMI, NINDS, NIHVerified email at nih.gov
Kuo Li-WeiInstitute of Biomedical Engineering and Nanomedicine, National Health Research InstitutesVerified email at nhri.org.tw
Lauren (Marussich) LynchMD/PhD StudentVerified email at purdue.edu
Kelvin O. LimProfessor of Psychiatry, University of MinnesotaVerified email at umn.edu
JB FurnessUniversity of Melbourne and Florey Institute of Neuroscience and Mental HealthVerified email at unimelb.edu.au
Madeleine Di NataleUniversity of MelbourneVerified email at unimelb.edu.au
catie changAssistant Professor, Vanderbilt UniversityVerified email at vanderbilt.edu
Eugenio CulurcielloPascaline Systems Inc.Verified email at pascalinesys.com
Ulrich SchevenUniversity of MichiganVerified email at umich.edu
Jung-Hoon KimResearch Associate, Children's National Hospital, Washington DCVerified email at childrensnational.org
Masaki FukunagaNational Institute for Physiological SciencesVerified email at nips.ac.jp
David BrangUniversity of MichiganVerified email at umich.edu

Zhongming Liu

University of Michigan

Verified email at umich.edu - Homepage

Magnetic Resonance Imaging Neural Engineering Artificial Intelligence


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
EEG correlates of time-varying BOLD functional connectivity C Chang, Z Liu, MC Chen, X Liu, JH Duyn Neuroimage 72, 227-236, 2013	386	2013
Neural encoding and decoding with deep learning for dynamic natural vision H Wen, J Shi, Y Zhang, KH Lu, J Cao, Z Liu Cerebral Cortex 28 (12), 4136-4160, 2017	339	2017
Separating fractal and oscillatory components in the power spectrum of neurophysiological signal H Wen, Z Liu Brain topography 29, 13-26, 2016	309	2016
Electrophysiological Source Imaging: A Noninvasive Window to Brain Dynamics B He, A Sohrabpour, E Brown, Z Liu Annual review of biomedical engineering 20, 171-196, 2018	245	2018
Methods and apparatus of three dimensional cardiac electrophysiological imaging B He, Z Liu, C Liu US Patent 7,841,986, 2010	220	2010
Classification of motor imagery tasks for brain-computer interface applications by means of two equivalent dipoles analysis B Kamousi, Z Liu, B He IEEE Transactions on Neural Systems and Rehabilitation Engineering 13 (2 …, 2005	197	2005
Multimodal functional neuroimaging: integrating functional MRI and EEG/MEG B He, Z Liu IEEE reviews in biomedical engineering 1, 23-40, 2008	190	2008
Variational autoencoder: An unsupervised model for encoding and decoding fMRI activity in visual cortex K Han, H Wen, J Shi, KH Lu, Y Zhang, D Fu, Z Liu NeuroImage 198, 125-136, 2019	183	2019
Large-scale spontaneous fluctuations and correlations in brain electrical activity observed with magnetoencephalography Z Liu, M Fukunaga, JA de Zwart, JH Duyn Neuroimage 51 (1), 102-111, 2010	170	2010
Integration of EEG/MEG with MRI and fMRI Z Liu, L Ding, B He IEEE engineering in medicine and biology magazine 25 (4), 46-53, 2006	167	2006
Finding thalamic BOLD correlates to posterior alpha EEG Z Liu, JA de Zwart, B Yao, P van Gelderen, LW Kuo, JH Duyn NeuroImage 63 (3), 1060-1069, 2012	121	2012
fMRI–EEG integrated cortical source imaging by use of time-variant spatial constraints Z Liu, B He Neuroimage 39 (3), 1198-1214, 2008	116	2008
Noninvasive reconstruction of three-dimensional ventricular activation sequence from the inverse solution of distributed equivalent current density Z Liu, C Liu, B He IEEE transactions on medical imaging 25 (10), 1307-1318, 2006	113	2006
Broadband electrophysiological dynamics contribute to global resting-state fMRI signal H Wen, Z Liu Journal of Neuroscience 36 (22), 6030-6040, 2016	108	2016
Connecting concepts in the brain by mapping cortical representations of semantic relations Y Zhang, K Han, R Worth, Z Liu Nature communications 11 (1), 1877, 2020	106	2020
Statistical feature extraction for artifact removal from concurrent fMRI-EEG recordings Z Liu, JA de Zwart, P van Gelderen, LW Kuo, JH Duyn Neuroimage 59 (3), 2073-2087, 2012	106	2012
Noninvasive three-dimensional electrocardiographic imaging of ventricular activation sequence X Zhang, I Ramachandra, Z Liu, B Muneer, SM Pogwizd, B He American Journal of Physiology-Heart and Circulatory Physiology 289 (6 …, 2005	104	2005
Deep Predictive Coding Network for Object Recognition H Wen, K Han, J Shi, Y Zhang, E Culurciello, Z Liu International Conference on Machine Learning, 5266-5275, 2018	100	2018
Linear and nonlinear relationships between visual stimuli, EEG and BOLD fMRI signals Z Liu, C Rios, N Zhang, L Yang, W Chen, B He Neuroimage 50 (3), 1054-1066, 2010	98	2010
Mapping white-matter functional organization at rest and during naturalistic visual perception L Marussich, KH Lu, H Wen, Z Liu NeuroImage 146, 1128-1141, 2017	96	2017

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