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Hernando Ombao

Affiliations: 
University of Illinois, Urbana-Champaign, Urbana-Champaign, IL 
Area:
Statistics
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"Hernando Ombao"
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Parents

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Children

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Hyunyoung Choi grad student 2005 UIUC
Bing Gao grad student 2006 UIUC

Collaborators

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Daniel W. Shrey collaborator 2016- UC Irvine & KAUST (Neurotree)
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Publications

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Remakanthakurup Sindhu K, Ngo D, Ombao H, et al. (2023) A novel method for dynamically altering the surface area of intracranial EEG electrodes. Journal of Neural Engineering
Hu L, Guindani M, Fortin NJ, et al. (2020) A Hierarchical Bayesian Model for Differential Connectivity in Multi-trial Brain Signals. Econometrics and Statistics. 15: 117-135
Gao X, Shen W, Zhang L, et al. (2020) Regularized matrix data clustering and its application to image analysis. Biometrics
Gao X, Shen W, Shahbaba B, et al. (2020) Evolutionary State-Space Model and Its Application to Time-Frequency Analysis of Local Field Potentials. Statistica Sinica. 30: 1561-1582
Smith RJ, Ombao HC, Shrey DW, et al. (2019) Inference on Long-Range Temporal Correlations in Human EEG Data. Ieee Journal of Biomedical and Health Informatics
Euán C, Sun Y, Ombao H. (2019) Coherence-based time series clustering for statistical inference and visualization of brain connectivity The Annals of Applied Statistics. 13: 990-1015
Wang Y, Ombao H, Chung MK. (2018) Topological Data Analysis of Single-Trial Electroencephalographic Signals. The Annals of Applied Statistics. 12: 1506-1534
Shrey DW, Kim McManus O, Rajaraman R, et al. (2018) Strength and stability of EEG functional connectivity predict treatment response in infants with epileptic spasms. Clinical Neurophysiology : Official Journal of the International Federation of Clinical Neurophysiology. 129: 2137-2148
Euán C, Ombao H, Ortega J. (2018) Spectral synchronicity in brain signals. Statistics in Medicine
Ting CM, Ombao H, Samdin SB, et al. (2018) Estimating Dynamic Connectivity States in fMRI Using Regime-Switching Factor Models. Ieee Transactions On Medical Imaging. 37: 1011-1023
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