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ORCIDHernando Ombao
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2020 – today
- 2021
[j31]Oleg N. Gorshkov, Hernando Ombao:
Multi-Chaotic Analysis of Inter-Beat (R-R) Intervals in Cardiac Signals for Discrimination between Normal and Pathological Classes. Entropy 23(1): 112 (2021)- [j30]Chee-Ming Ting, S. Balqis Samdin, Meini Tang, Hernando Ombao:
Detecting Dynamic Community Structure in Functional Brain Networks Across Individuals: A Multilayer Approach. IEEE Trans. Medical Imaging 40(2): 468-480 (2021) - [i5]Chee-Ming Ting, Jeremy I. Skipper, Steven L. Small, Hernando Ombao:
Separating Stimulus-Induced and Background Components of Dynamic Functional Connectivity in Naturalistic fMRI. CoRR abs/2102.10331 (2021) - 2020
- [j29]Raanju R. Sundararajan, Ron Frostig, Hernando Ombao:
Modeling Spectral Properties in Stationary Processes of Varying Dimensions with Applications to Brain Local Field Potential Signals. Entropy 22(12): 1375 (2020) - [j28]Fuad Noman
, Sh-Hussain Salleh, Chee-Ming Ting, S. Balqis Samdin, Hernando Ombao, Hadri Hussain:
A Markov-Switching Model Approach to Heart Sound Segmentation and Classification. IEEE J. Biomed. Health Informatics 24(3): 705-716 (2020) - [j27]Rachel J. Smith, Hernando Ombao, Daniel W. Shrey, Beth A. Lopour:
Inference on Long-Range Temporal Correlations in Human EEG Data. IEEE J. Biomed. Health Informatics 24(4): 1070-1079 (2020) - [j26]Chun-Ren Phang, Fuad Noman, Hadri Hussain, Chee-Ming Ting, Hernando Ombao:
A Multi-Domain Connectome Convolutional Neural Network for Identifying Schizophrenia From EEG Connectivity Patterns. IEEE J. Biomed. Health Informatics 24(5): 1333-1343 (2020) - [j25]Chee-Ming Ting, Hernando Ombao, Sh-Hussain Salleh, Ahmad Zubaidi Abdul Latif:
Multi-Scale Factor Analysis of High-Dimensional Functional Connectivity in Brain Networks. IEEE Trans. Netw. Sci. Eng. 7(1): 449-465 (2020) - [i4]Chee-Ming Ting, S. Balqis Samdin, Meini Tang, Hernando Ombao:
Detecting Dynamic Community Structure in Functional Brain Networks Across Individuals: A Multilayer Approach. CoRR abs/2004.04362 (2020)
2010 – 2019
- 2019
- [j24]Oleg N. Gorshkov, Hernando Ombao:
Evaluation of monofractal and multifractal properties of inter-beat (R-R) intervals in cardiac signals for differentiation between the normal and pathology classes. IET Signal Process. 13(9): 798-805 (2019) - [c9]Yuan Wang, Hernando Ombao, Moo K. Chung:
Statistical Persistent Homology of Brain Signals. ICASSP 2019: 1125-1129 - [c8]Fuad Noman, Chee-Ming Ting, Sh-Hussain Salleh, Hernando Ombao:
Short-segment Heart Sound Classification Using an Ensemble of Deep Convolutional Neural Networks. ICASSP 2019: 1318-1322 - [c7]Xu Gao, Weining Shen, Chee-Ming Ting, Steven C. Cramer, Ramesh Srinivasan, Hernando Ombao:
Estimating Brain Connectivity Using Copula Gaussian Graphical Models. ISBI 2019: 108-112 - [c6]S. Balqis Samdin, Chee-Ming Ting, Hernando Ombao:
Detecting State Changes in Community Structure of Functional Brain Networks Using a Markov-Switching Stochastic Block Model. ISBI 2019: 1483-1487 - [c5]Chun-Ren Phang, Chee-Ming Ting, S. Balqis Samdin, Hernando Ombao:
Classification of EEG-based Effective Brain Connectivity in Schizophrenia using Deep Neural Networks. NER 2019: 401-406 - [c4]Xu Gao, Weining Shen, Jianhua Hu, Norbert Fortin, Hernando Ombao:
Modeling Local Field Potentials with Regularized Matrix Data Clustering. NER 2019: 597-602 - [c3]Yuxiao Wang, Chee-Ming Ting, Xu Gao, Hernando Ombao:
Exploratory Analysis of Brain Signals through Low Dimensional Embedding. NER 2019: 997-1002 - [c2]Lingge Li, Dustin S. Pluta, Babak Shahbaba, Norbert Fortin, Hernando Ombao, Pierre Baldi:
Modeling Dynamic Functional Connectivity with Latent Factor Gaussian Processes. NeurIPS 2019: 8261-8271 - [i3]Chun-Ren Phang, Chee-Ming Ting, Fuad Noman, Hernando Ombao:
Classification of EEG-Based Brain Connectivity Networks in Schizophrenia Using a Multi-Domain Connectome Convolutional Neural Network. CoRR abs/1903.08858 (2019) - 2018
- [j23]Carolina Euán, Hernando Ombao, Joaquín Ortega:
The Hierarchical Spectral Merger Algorithm: A New Time Series Clustering Procedure. J. Classif. 35(1): 71-99 (2018) - [j22]Xu Gao, Babak Shahbaba, Hernando Ombao:
Modeling Binary Time Series Using Gaussian Processes with Application to Predicting Sleep States. J. Classif. 35(3): 549-579 (2018) - [j21]Hernando Ombao, Mark Fiecas, Chee-Ming Ting, Yin Fen Low:
Statistical models for brain signals with properties that evolve across trials. NeuroImage 180(Part): 609-618 (2018) - [j20]Chee-Ming Ting, Hernando Ombao, S. Balqis Samdin, Sh-Hussain Salleh:
Estimating Dynamic Connectivity States in fMRI Using Regime-Switching Factor Models. IEEE Trans. Medical Imaging 37(4): 1011-1023 (2018) - [i2]Fuad Noman, Sh-Hussain Salleh, Chee-Ming Ting, S. Balqis Samdin, Hernando Ombao, Hadri Hussain:
A Markov-Switching Model Approach to Heart Sound Segmentation and Classification. CoRR abs/1809.03395 (2018) - [i1]Fuad Noman, Chee-Ming Ting, Sh-Hussain Salleh, Hernando Ombao:
Short-segment heart sound classification using an ensemble of deep convolutional neural networks. CoRR abs/1810.11573 (2018) - 2017
- [j19]Hakmook Kang, Hernando Ombao, Christopher Fonnesbeck, Zhaohua Ding, Victoria L. Morgan:
A Bayesian Double Fusion Model for Resting-State Brain Connectivity Using Joint Functional and Structural Data. Brain Connect. 7(4): 219-227 (2017) - [j18]S. Balqis Samdin, Chee-Ming Ting, Hernando Ombao, Sh-Hussain Salleh:
A Unified Estimation Framework for State-Related Changes in Effective Brain Connectivity. IEEE Trans. Biomed. Eng. 64(4): 844-858 (2017) - 2016
- [j17]Yuxiao Wang, Chee-Ming Ting, Hernando Ombao:
Modeling Effective Connectivity in High-Dimensional Cortical Source Signals. IEEE J. Sel. Top. Signal Process. 10(7): 1315-1325 (2016) - 2015
- [j16]Hakmook Kang, Jeffrey Blume, Hernando Ombao, David Badre:
Simultaneous control of error rates in fMRI data analysis. NeuroImage 123: 102-113 (2015) - [c1]Yuan Wang, Hernando Ombao, Moo K. Chung:
Topological seizure origin detection in electroencephalographic signals. ISBI 2015: 351-354 - 2014
- [j15]Babak Shahbaba, Bo Zhou, Shiwei Lan, Hernando Ombao, David Moorman, Sam Behseta:
A Semiparametric Bayesian Model for Detecting Synchrony Among Multiple Neurons. Neural Comput. 26(9): 2025-2051 (2014) - 2013
- [j14]Cristina Gorrostieta, Mark Fiecas, Hernando Ombao, Erin Burke, Steven C. Cramer:
Hierarchical vector auto-regressive models and their applications to multi-subject effective connectivity. Frontiers Comput. Neurosci. 7: 159 (2013) - [j13]Mark Fiecas, Hernando Ombao, Dan van Lunen, Richard Baumgartner, Alexandre Coimbra, Dai Feng:
Quantifying temporal correlations: A test-retest evaluation of functional connectivity in resting-state fMRI. NeuroImage 65: 231-241 (2013) - [j12]Sofia C. Olhede, Hernando Ombao:
Modeling and Estimation of Covariance of Replicated Modulated Cyclical Time Series. IEEE Trans. Signal Process. 61(8): 1944-1957 (2013) - 2012
- [j11]Cristina Gorrostieta, Hernando Ombao, Patrick Bédard, Jerome N. Sanes:
Investigating brain connectivity using mixed effects vector autoregressive models. NeuroImage 59(4): 3347-3355 (2012) - 2011
- [j10]Florentina Bunea, Yiyuan She, Hernando Ombao, Assawin Gongvatana, Kate Devlin, Ronald Cohen:
Penalized least squares regression methods and applications to neuroimaging. NeuroImage 55(4): 1519-1527 (2011) - [j9]Joseph S. Verducci, Hernando Ombao:
Introduction to the special issue on best papers from the SLDM competition. Stat. Anal. Data Min. 4(6): 565-566 (2011) - 2010
- [j8]Mark Fiecas, Hernando Ombao, Crystal Linkletter, Wesley K. Thompson, Jerome N. Sanes:
Functional connectivity: Shrinkage estimation and randomization test. NeuroImage 49(4): 3005-3014 (2010)
2000 – 2009
- 2008
- [j7]Moon-ho Ringo Ho, Hernando Ombao, J. Christopher Edgar, José M. Cañive, Gregory A. Miller:
Time-frequency discriminant analysis of MEG signals. NeuroImage 40(1): 174-186 (2008) - [j6]Hyun-young Choi, Hernando Ombao, Bonnie K. Ray:
Sequential Change-Point Detection Methods for Nonstationary Time Series. Technometrics 50(1): 40-52 (2008) - [j5]Hernando Ombao, S. Van Bellegem:
Evolutionary Coherence of Nonstationary Signals. IEEE Trans. Signal Process. 56(6): 2259-2266 (2008) - 2006
- [j4]Hernando Ombao, Moon-ho Ringo Ho:
Time-dependent frequency domain principal components analysis of multichannel non-stationary signals. Comput. Stat. Data Anal. 50(9): 2339-2360 (2006) - [j3]Florentina Bunea, Hernando Ombao, Anna Auguste:
Minimax Adaptive Spectral Estimation From an Ensemble of Signals. IEEE Trans. Signal Process. 54(8): 2865-2873 (2006) - 2005
- [j2]Mark A. Gamalo, Hernando Ombao, J. Richard Jennings:
Comparing extent of activation: a robust permutation approach. NeuroImage 24(3): 715-722 (2005) - 2003
- [j1]Jonathan Raz, Hui Zheng, Hernando Ombao, Bruce I. Turetsky:
Statistical tests for fMRI based on experimental randomization. NeuroImage 19(2): 226-232 (2003)
Coauthor Index
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