Zhe Chen, PhD - Related publications

Affiliations: 
2014- Psychiatry, Neuroscience and Physiology New York University School of Medicine, New York, NY, United States 
Area:
computational neuroscience, neural signal processing, BMI
Website:
https://med.nyu.edu/faculty/zhe-chen
NOTE: We are testing a new system for identifying relevant work based on semantic analysis that identifies similarities between recently published papers and the current author's publications. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches.
50 most relevant papers in past 60 days:
Year Citation  Score
2020 Hoang H, Sato MA, Shinomoto S, Tsutsumi S, Hashizume M, Ishikawa T, Kano M, Ikegaya Y, Kitamura K, Kawato M, Toyama K. Improved hyperacuity estimation of spike timing from calcium imaging. Scientific Reports. 10: 17844. PMID 33082425 DOI: 10.1038/s41598-020-74672-y   
2020 Yousefi A, Amidi Y, Nazari B, Eden UT. Assessing Goodness-of-Fit in Marked Point Process Models of Neural Population Coding via Time and Rate Rescaling. Neural Computation. 1-42. PMID 32946712 DOI: 10.1162/neco_a_01321   
2020 Bingham CS, Paknahad J, Girard CBC, Loizos K, Bouteiller JC, Song D, Lazzi G, Berger TW. Admittance Method for Estimating Local Field Potentials Generated in a Multi-Scale Neuron Model of the Hippocampus. Frontiers in Computational Neuroscience. 14: 72. PMID 32848687 DOI: 10.3389/fncom.2020.00072   
2020 Chen S, Zhang X, Shen X, Huang Y, Wang Y. Estimating Neural Modulation via Adaptive Point Process Method in Brain-machine Interface. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2020: 3078-3081. PMID 33018655 DOI: 10.1109/EMBC44109.2020.9175240   
2020 Rawnaque FS, Rahman KM, Anwar SF, Vaidyanathan R, Chau T, Sarker F, Mamun KAA. Technological advancements and opportunities in Neuromarketing: a systematic review. Brain Informatics. 7: 10. PMID 32955675 DOI: 10.1186/s40708-020-00109-x   
2020 Sun Q, Ge Z. Gated Stacked Target-Related Autoencoder: A Novel Deep Feature Extraction and Layerwise Ensemble Method for Industrial Soft Sensor Application. Ieee Transactions On Cybernetics. PMID 32833658 DOI: 10.1109/TCYB.2020.3010331   
2020 Fang G, Ying Z. Latent Theme Dictionary Model for Finding Co-occurrent Patterns in Process Data. Psychometrika. PMID 32929664 DOI: 10.1007/s11336-020-09725-2   
2020 Sætra MJ, Solbrå AV, Devor A, Sakadžić S, Dale AM, Einevoll GT. Spatially resolved estimation of metabolic oxygen consumption from optical measurements in cortex. Neurophotonics. 7: 035005. PMID 32855994 DOI: 10.1117/1.NPh.7.3.035005   
2020 Gonçalves PJ, Lueckmann JM, Deistler M, Nonnenmacher M, Öcal K, Bassetto G, Chintaluri C, Podlaski WF, Haddad SA, Vogels T, Greenberg DS, Macke JH. Training deep neural density estimators to identify mechanistic models of neural dynamics. Elife. 9. PMID 32940606 DOI: 10.7554/eLife.56261   
2020 Marino S, Zhao Y, Zhou N, Zhou Y, Toga AW, Zhao L, Jian Y, Yang Y, Chen Y, Wu Q, Wild J, Cummings B, Dinov ID. Compressive Big Data Analytics: An ensemble meta-algorithm for high-dimensional multisource datasets. Plos One. 15: e0228520. PMID 32857775 DOI: 10.1371/journal.pone.0228520   
2020 Kiar G, de Oliveira Castro P, Rioux P, Petit E, Brown ST, Evans AC, Glatard T. Comparing perturbation models for evaluating stability of neuroimaging pipelines. The International Journal of High Performance Computing Applications. 34: 491-501. PMID 32831546 DOI: 10.1177/1094342020926237   
2020 Wotton JM, Peterson E, Anderson L, Murray SA, Braun RE, Chesler EJ, White JK, Kumar V. Machine learning-based automated phenotyping of inflammatory nocifensive behavior in mice. Molecular Pain. 16: 1744806920958596. PMID 32955381 DOI: 10.1177/1744806920958596   
2020 Urunuela E, Jones S, Crawford A, Shin W, Oh S, Lowe M, Caballero-Gaudes C. Stability-Based Sparse Paradigm Free Mapping Algorithm for Deconvolution of Functional MRI Data. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2020: 1092-1095. PMID 33018176 DOI: 10.1109/EMBC44109.2020.9176137   
2020 She X, Robinson BS, Berger TW, Song D. Accelerating Estimation of a Multi-Input Multi-Output Model of the Hippocampus with a Parallel Computing Strategy. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2020: 2479-2482. PMID 33018509 DOI: 10.1109/EMBC44109.2020.9175490   
2020 She X, Robinson BS, Berger TW, Song D. Accelerating Estimation of a Multi-Input Multi-Output Model of the Hippocampus with a Parallel Computing Strategy. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2020: 2479-2482. PMID 33018509 DOI: 10.1109/EMBC44109.2020.9175490   
2020 Nawaz A, Huang Z, Wang S, Akbar A, AlSalman H, Gumaei A. GPS Trajectory Completion Using End-to-End Bidirectional Convolutional Recurrent Encoder-Decoder Architecture with Attention Mechanism. Sensors (Basel, Switzerland). 20. PMID 32916967 DOI: 10.3390/s20185143   
2020 Fresca S, Manzoni A, Dedè L, Quarteroni A. Deep learning-based reduced order models in cardiac electrophysiology. Plos One. 15: e0239416. PMID 33002014 DOI: 10.1371/journal.pone.0239416   
2020 Fu H, Chen X, Wang W, Wu M. Observer-Based Adaptive Synchronization Control of Unknown Discrete-Time Nonlinear Heterogeneous Systems. Ieee Transactions On Neural Networks and Learning Systems. PMID 33079683 DOI: 10.1109/TNNLS.2020.3028569   
2020 Legramanti S, Durante D, Dunson DB. Bayesian cumulative shrinkage for infinite factorizations. Biometrika. 107: 745-752. PMID 32831355 DOI: 10.1093/biomet/asaa008   
2020 Bernstein B, Liu S, Papadaniil C, Fernandez-Granda C. Sparse Recovery Beyond Compressed Sensing: Separable Nonlinear Inverse Problems. Ieee Transactions On Information Theory. 66: 5904-5926. PMID 32921802 DOI: 10.1109/tit.2020.2985015   
2020 Yu B, Wang Z, Liu S, Liu X, Gou R. The data dimensionality reduction and bad data detection in the process of smart grid reconstruction through machine learning. Plos One. 15: e0237994. PMID 33027298 DOI: 10.1371/journal.pone.0237994   
2020 Zhang Q, Hu X, Su Z, Song Z. 3D car-detection based on a Mobile Deep Sensor Fusion Model and real-scene applications. Plos One. 15: e0236947. PMID 32881926 DOI: 10.1371/journal.pone.0236947   
2020 Cathelain G, Rivet B, Achard S, Bergounioux J, Jouen F. U-Net Neural Network for Heartbeat Detection in Ballistocardiography. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2020: 465-468. PMID 33018028 DOI: 10.1109/EMBC44109.2020.9176687   
2020 Bashar SK, Al Fahim A, Chon KH. Smartphone Based Human Activity Recognition with Feature Selection and Dense Neural Network. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2020: 5888-5891. PMID 33019314 DOI: 10.1109/EMBC44109.2020.9176239   
2020 Liew BXW, Peolsson A, Rugamer D, Wibault J, Löfgren H, Dedering A, Zsigmond P, Falla D. Clinical predictive modelling of post-surgical recovery in individuals with cervical radiculopathy: a machine learning approach. Scientific Reports. 10: 16782. PMID 33033308 DOI: 10.1038/s41598-020-73740-7   
2020 Lin CJ, Wason JMS. Efficient analysis of time-to-event endpoints when the event involves a continuous variable crossing a threshold. Journal of Statistical Planning and Inference. 208: 119-129. PMID 32884165 DOI: 10.1016/j.jspi.2020.02.003   
2020 Fortes S, Muñoz P, Serrano I, Barco R. Transform-Based Multiresolution Decomposition for Degradation Detection in Cellular Networks. Sensors (Basel, Switzerland). 20. PMID 33023174 DOI: 10.3390/s20195645   
2020 Li L, Fang Y, Wu J, Wang J, Ge Y. Encoder-Decoder Full Residual Deep Networks for Robust Regression and Spatiotemporal Estimation. Ieee Transactions On Neural Networks and Learning Systems. PMID 32881694 DOI: 10.1109/TNNLS.2020.3017200   
2020 Navarro-Alarcon D, Qi J, Zhu J, Cherubini A. A Lyapunov-Stable Adaptive Method to Approximate Sensorimotor Models for Sensor-Based Control. Frontiers in Neurorobotics. 14: 59. PMID 33041777 DOI: 10.3389/fnbot.2020.00059   
2020 Yang Y, Zhao J, Wilding G, Kluczynski M, Bisson L. Stability Enhanced Variable Selection for a Semiparametric Model with Flexible Missingness Mechanism and Its Application to the ChAMP Study. Journal of Applied Statistics. 47: 827-843. PMID 33012943 DOI: 10.1080/02664763.2019.1658727   
2020 He Z, Chen P, Li X, Wang Y, Yu G, Chen C, Li X, Zheng Z. A Spatiotemporal Deep Learning Approach for Unsupervised Anomaly Detection in Cloud Systems. Ieee Transactions On Neural Networks and Learning Systems. PMID 33064657 DOI: 10.1109/TNNLS.2020.3027736   
2020 Thong D, Streftaris G, Gibson GJ. Latent likelihood ratio tests for assessing spatial kernels in epidemic models. Journal of Mathematical Biology. PMID 32892255 DOI: 10.1007/s00285-020-01529-3   
2020 Hinterreiter A, Ruch P, Stitz H, Ennemoser M, Bernard J, Strobelt H, Streit M. ConfusionFlow: A model-agnostic visualization for temporal analysis of classifier confusion. Ieee Transactions On Visualization and Computer Graphics. PMID 32746284 DOI: 10.1109/TVCG.2020.3012063   
2020 Shi J, Chen D, Wang M. Pre-Impact Fall Detection with CNN-Based Class Activation Mapping Method. Sensors (Basel, Switzerland). 20. PMID 32842652 DOI: 10.3390/s20174750   
2020 Berrocal VJ, Guan Y, Muyskens A, Wang H, Reich BJ, Mulholland JA, Chang HH. A comparison of statistical and machine learning methods for creating national daily maps of ambient PM concentration. Atmospheric Environment (Oxford, England : 1994). 222. PMID 32863727 DOI: 10.1016/j.atmosenv.2019.117130   
2020 Sørensen Ø, Brandmaier AM, Macià D, Ebmeier K, Ghisletta P, Kievit RA, Mowinckel AM, Walhovd KB, Westerhausen R, Fjell A. Meta-Analysis of Generalized Additive Models in Neuroimaging Studies. Neuroimage. 117416. PMID 33017652 DOI: 10.1016/j.neuroimage.2020.117416   
2020 Zhou M, Selvaraj N. Heart Rate Monitoring using Sparse Spectral Curve Tracing. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2020: 5347-5352. PMID 33019191 DOI: 10.1109/EMBC44109.2020.9175349   
2020 Petrović N, Moyà-Alcover G, Jaume-I-Capó A, González-Hidalgo M. Sickle-cell disease diagnosis support selecting the most appropriate machine learning method: Towards a general and interpretable approach for cell morphology analysis from microscopy images. Computers in Biology and Medicine. 126: 104027. PMID 33075715 DOI: 10.1016/j.compbiomed.2020.104027   
2020 Rodríguez-González V, Gómez C, Shigihara Y, Hoshi H, Revilla-Vallejo M, Hornero R, Poza J. Consistency of local activation parameters at sensor- and source-level in neural signals. Journal of Neural Engineering. 17: 056020. PMID 33055364 DOI: 10.1088/1741-2552/abb582   
2020 Zhu M, Yang Q, Dong J, Zhang G, Gou X, Rong H, Paul P, Neri F. An Adaptive Optimization Spiking Neural P System for Binary Problems. International Journal of Neural Systems. 2050054. PMID 32938261 DOI: 10.1142/S0129065720500549   
2020 Liu F, Wang L, Lou Y, Li RC, Purdon PL. Probabilistic Structure Learning for EEG/MEG Source Imaging with Hierarchical Graph Prior. Ieee Transactions On Medical Imaging. PMID 32956052 DOI: 10.1109/TMI.2020.3025608   
2020 Chiappini FA, Allegrini F, Goicoechea HC, Olivieri AC. Sensitivity for Multivariate Calibration Based on Multilayer Perceptron Artificial Neural Networks. Analytical Chemistry. 92: 12265-12272. PMID 32812757 DOI: 10.1021/acs.analchem.0c01863   
2020 Granziol U, Brancaccio A, Pizziconi G, Spangaro M, Gentili F, Bosia M, Gregori E, Luperini C, Pavan C, Santarelli V, Cavallaro R, Cremonese C, Favaro A, Rossi A, Vidotto G, et al. On the Implementation of Computerized Adaptive Observations for Psychological Assessment. Assessment. 1073191120960215. PMID 33016093 DOI: 10.1177/1073191120960215   
2020 Zhang M, Chen L, Li Q, Yuan X, Yong J. Uncertainty-Oriented Ensemble Data Visualization and Exploration using Variable Spatial Spreading. Ieee Transactions On Visualization and Computer Graphics. PMID 33048703 DOI: 10.1109/TVCG.2020.3030377   
2020 Pei H, Yang B, Liu J, Chang K. Active Surveillance via Group Sparse Bayesian Learning. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 32915724 DOI: 10.1109/TPAMI.2020.3023092   
2020 Margaritella N, Inácio V, King R. Parameter clustering in Bayesian functional principal component analysis of neuroscientific data. Statistics in Medicine. PMID 33040367 DOI: 10.1002/sim.8768   
2020 Liu W, Xia Y, Zheng D, Xie J, Luo R, Hu S. Environmental Impacts on Hardware-Based Link Quality Estimators in Wireless Sensor Networks. Sensors (Basel, Switzerland). 20. PMID 32957643 DOI: 10.3390/s20185327   
2020 Hua C, Ning P, Li K, Guan X. Fixed-Time Prescribed Tracking Control for Stochastic Nonlinear Systems With Unknown Measurement Sensitivity. Ieee Transactions On Cybernetics. PMID 32936756 DOI: 10.1109/TCYB.2020.3012560   
2020 Tran DQ, Kim JW, Tola KD, Kim W, Park S. Artificial Intelligence-Based Bolt Loosening Diagnosis Using Deep Learning Algorithms for Laser Ultrasonic Wave Propagation Data. Sensors (Basel, Switzerland). 20. PMID 32957653 DOI: 10.3390/s20185329   
2020 Williamson BD, Gilbert PB, Carone M, Simon N. Nonparametric variable importance assessment using machine learning techniques. Biometrics. PMID 33043428 DOI: 10.1111/biom.13392