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ORCIDHernando C. Ombao
Hernando Ombao
Person information
- affiliation: King Abdullah University of Science and Technology, Statistics Program, Thuwal, Saudi Arabia
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2020 – today
- 2024
[j50]Oleg N. Gorshkov
, Hernando Ombao:
Assessment of Fractal Synchronization during an Epileptic Seizure. Entropy 26(8): 666 (2024)- [j49]Anass B. El-Yaagoubi, Moo K. Chung, Hernando Ombao:
Dynamic topological data analysis: a novel fractal dimension-based testing framework with application to brain signals. Frontiers Neuroinformatics 18 (2024) - [j48]Ajay Jasra, Mohamed Maama, Hernando Ombao:
An improved unbiased particle filter. Monte Carlo Methods Appl. 30(2): 149-162 (2024) - [j47]Kavyakantha Remakanthakurup Sindhu, Marco A. Pinto-Orellana, Hernando C. Ombao, Aliza Riba, Donald Phillips, Joffre Olaya, Daniel W. Shrey, Beth A. Lopour:
Electrode Surface Area Impacts Measurement of High Frequency Oscillations in Human Intracranial EEG. IEEE Trans. Biomed. Eng. 71(11): 3283-3292 (2024) - [j46]Fuad Noman, Chee-Ming Ting, Hakmook Kang, Raphaël C.-W. Phan, Hernando C. Ombao:
Graph Autoencoders for Embedding Learning in Brain Networks and Major Depressive Disorder Identification. IEEE J. Biomed. Health Informatics 28(3): 1644-1655 (2024) - [c16]Yee-Fan Tan, Junn Yong Loo, Chee-Ming Ting, Fuad Noman, Raphaël C.-W. Phan, Hernando Ombao:
BrainFC-CGAN: A Conditional Generative Adversarial Network for Brain Functional Connectivity Augmentation and Aging Synthesis. ICASSP 2024: 1511-1515 - [c15]Yee-Fan Tan, Chee-Ming Ting, Fuad Noman, Raphaël C.-W. Phan, Hernando Ombao:
fMRI Functional Connectivity Augmentation Using Convolutional Generative Adversarial Networks for Brain Disorder Classification. ISBI 2024: 1-5 - [c14]Anass B. El-Yaagoubi, Moo K. Chung, Hernando Ombao:
Topological Analysis of Seizure-Induced Changes in Brain Hierarchy Through Effective Connectivity. TGI3@MICCAI 2024: 134-145 - [i15]Chee-Ming Ting, Fuad Noman, Raphaël C.-W. Phan, Hernando Ombao:
Dynamic MRI reconstruction using low-rank plus sparse decomposition with smoothness regularization. CoRR abs/2401.16928 (2024) - [i14]Sarbojit Roy, Malik Shahid Sultan, Hernando Ombao:
Classification of High-dimensional Time Series in Spectral Domain using Explainable Features. CoRR abs/2408.08388 (2024) - 2023
- [j45]Konstantinos Fokianos, Claudia Kirch, Hernando C. Ombao:
Editorial for the special issue on Time Series Analysis. Comput. Stat. Data Anal. 181: 107675 (2023) - [j44]Anass B. El-Yaagoubi, Moo K. Chung, Hernando Ombao:
Topological Data Analysis for Multivariate Time Series Data. Entropy 25(11): 1509 (2023) - [j43]Anass B. El-Yaagoubi, Moo K. Chung, Hernando Ombao:
Statistical inference for dependence networks in topological data analysis. Frontiers Artif. Intell. 6 (2023) - [j42]Luiza S. C. Piancastelli, Nial Friel, Wagner Barreto-Souza, Hernando C. Ombao:
Multivariate Conway-Maxwell-Poisson Distribution: Sarmanov Method and Doubly Intractable Bayesian Inference. J. Comput. Graph. Stat. 32(2): 483-500 (2023) - [j41]Mohamed Maama, Ajay Jasra, Hernando C. Ombao:
Bayesian parameter inference for partially observed stochastic differential equations driven by fractional Brownian motion. Stat. Comput. 33(1): 19 (2023) - [c13]Yee-Fan Tan, Chee-Ming Ting, Fuad Noman, Raphaël C.-W. Phan, Hernando C. Ombao:
A Unified Framework for Static and Dynamic Functional Connectivity Augmentation for Multi-Domain Brain Disorder Classification. ICIP 2023: 635-639 - [d1]Aaron Oliver-Taylor, Adam Li, Adam G. Thomas, Adeen Flinker, Adina S. Wagner, Agah Karakuzu, Aki Nikolaidis, Alberto Lazari, Alejandro de la Vega, Alessio Giacomel, Alexander Rockhill, Alexander Jones, Alexander Li Cohen, Alexander von Lautz, Alexandre Gramfort, Alexandre Hutton, Alexandre Routier, Alexandru Foias, Ali Khan, Alizee Wickenheiser, Ana Fouto, Anders Eklund, Andrea Pigorini, Andrew Hoopes, Andrew Jahn, Andrew Janke, Anibal Sólon, Anthony Galassi, Ariel Rokem, Arjen Stolk, Arnaud Delorme, Arnaud Marcoux, Arshitha Basavaraj, Ashley G. Gillman, Athanasia M. Mowinckel, Aysegul Gunduz, Azeez Adebimpe, B. Nolan Nichols, Balint Kincses, Benjamin Beasley, Benjamin K. Dichter, Benjamin Gagl, Bertrand Thirion, Bradley Voytek, Brett L. Foster, Brian A. Wandell, Brian N. Lundstrom, Camille Maumet, Carlo Miniussi, Cecile Madjar, Chloé Pasturel, Chris Benjamin, Chris Gahnström, Chris Holdgraf, Chris Gorgolewski, Chris Rorden, Christian Büchel, Christian Horea, Christine Rogers, Christophe Phillips, Christopher J. Honey, Christopher J. Markiewicz, Christopher Lee-Messer, Clara Moreau, Clint Hansen, Cyril R. Pernet, Cyrus Eierud, D. Sturgeon, Dan Levitas, Dan Lurie, Daniel A. Handwerker, David C. Alsop, David A. Boas, David M. Groppe, David B. Keator, David McAlpine, David Thomas, Dejan Draschkow, Dianne K. Patterson, Dimitri Papadopoulos Orfanos, Dmitry Petrov, Dora Hermes, Dorien Huijser, Douglas N. Greve, Duncan Macleod, Dung Truong, Dylan Nielson, Eduard Ort, Eleonora Marcantoni, Elizabeth Bock, Elizabeth DuPre, Elke Warmerdam, Erdal Karaca, Eric A. Earl, Eric Achten, Eric Bridgeford, Erin W. Dickie, Ethan Blackwood, Eugene P. Duff, Ezequiel Mikulan, Felipe Orihuela-Espina, Fidel Alfaro-Almagro, Filip Szczepankiewicz, Filippo Maria Castelli, Franco Pestilli, Franklin W. Feingold, François Tadel, Gaia Rizzo, Gang Chen, Gaël Varoquaux, Ghislain Vaillant, Giacomo Bertazzoli, Giacomo Guidali, Giacomo Mazzamuto, Gilles de Hollander, Gio Piantoni, Gitte M. Knudsen, Giulio Castegnaro, Giuseppe Gallitto, Graham Searle, Granville J. Matheson, Gregory Kiar, Gregory Noack, Greydon Gilmore, Guillaume Flandin, Gunnar Schaefer, Gustav Nilsonne, Hamish Innes-Brown, Hanne D. Hansen, Hanzhang Lu, Hao-Ting Wang, Helena Cockx, Henk Mutsaerts, Hernando Ombao, Hugo Boniface, Ayse Ilkay Isik, Ilona Lipp, International Neuroinformatics Coordinating Facility, Iris I. A. Groen, Isla Staden, Jaap von der Aar, Jakub Kaczmarzyk, James Gholam, James Kent, Jan-Mathijs Schoffelen, Jan Petr, Jean-Baptiste Poline, Jean-Christophe Houde, Jean-Dominique Gallezot, Jean-Philippe Lachaux, Jeanette Mumford, Jefferson Casimir, Jeffrey G. Ojemann, Jeffrey S. Grethe, JegouA, Jelle R. Dalenberg, Jeremy T. Moreau, Jessica A. Turner, Jochem W. Rieger, John A. Detre, John Pellman, John T. Wodder, Joke Durnez, Jon Haitz Legarreta Gorrono, Jonathan C. Lau, Jonathan Winawer, Joost P. A. Kuijer, Jose Manuel Saborit, Joseph Wexler, Joseph G. Woods, J. Guiomar Niso, Julia Sprenger, Julien Cohen-Adad, Julius Welzel, Kai J. Miller, Kangjoo Lee, Katja Heuer, Kay Robbins, Kevin Larcher, Kimberly L. Ray, Kirstie J. Whitaker, Klara Gregorova, Klaus Gramann, Kris Thielemans, Kristofer E. Bouchard, Kurt Schilling, Laetitia Fesselier, Laura & John Arnold Foundation, Leandro Beltrachini, Lee Kamentsky, Lennart Walger, Lennart Wittkuhn, Liberty S. Hamilton, Luca Pollonini, Luis Hernandez-Garcia, Luke J. Edwards, Lyuba Zehl, Mainak Jas, Manjari Narayan, Manuel R. Mercier, Maqsood Yaqub, Marc Lalancette, Marco Castellaro, Maria de la Iglesia, Marie-Hélène Bourget, Mark Mikkelsen, Markus Morawski, Marta Bortoletto, Martin Craig, Martin Nørgaard, Martin Szinte, Martin Wilson, Martina Bulgari, Mateusz Pawlik, Mathias Goncalves, Mathieu Boudreau, Matt Sanderson, Matteo Tonietto, Matthias Günther, Matthias Van Osch, Maureen J. Shader, Maurice Pasternak, Max A. van den Boom, Melanie Ganz-Benjaminsen, Michael Chappell, Michael Hanke, Michael P. Harms, Michael P. Milham, Michael P. Notter, Michael Schirner, Mikaël Naveau, Nader Pouratian, Natalia Petridou, National Institute of Mental Health, Nell Hardcastle, Nicholas Traut, Nick F. Ramsey, Nicole C. Swann, Nima Bigdely Shamlo, Olivier David, Orrin Devinsky, Oscar Esteban, Pamela LaMontagne, Parul Sethi, Patricia Clement, Patrick Park, Paule-Joanne Toussaint, Peer Herholz, Petra Ritter, Pierre Rioux, Pieter Vandemaele, Pradeep Reddy Raamana, R. Cameron Craddock, Rémi Gau, Richard Höchenberger, Richard N. Henson, Robert B. Innis, Robert E. Smith, Robert Knight, Robert Luke, Robert Oostenveld, Roberto Toro, Rohan Goyal, Ross W. Blair, Russell A. Poldrack, Rémi Adon, Samir Das, Samuel Garcia, Samuel A. Nastase, Sara Elgayar, Sasha D'Ambrosio, Satrajit S. Ghosh, Scott Makeig, Sein Jeung, Shashank Bansal, Sjoerd B. Vos, Soichi Hayashi, Stefan Appelhoff, Stephan Bickel, Steven L. Meisler, Suyash Bhogawar, Sylvain Baillet, Sylvain Takerkart, Sébastien Tourbier, Sören Grothkopp, Tal Pal Attia, Tal Yarkoni, Tamas Spisak, Tamás Józsa, Taylor Salo, Teon L. Brooks, Thomas E. Nichols, Thomas Funck, Thomas Kirk, Thomas W. Okell, Tibor Auer, Timo Dickscheid, Timotheus Berg, Tobey Betthauser, Tobias Bengfort, Tom Hampshire, Tor Wager, Travis Riddle, Tristan Glatard, Tyler Collins, Ulrike Bingel, Vanessa V. Sochat, Vasudev Raguram, Vince D. Calhoun, Vittorio Iacovella, Vladimir Litvak, Wietske van der Zwaag, William Clarke, William Triplett, Wouter V. Potters, Xiangrui Li, Yaroslav O. Halchenko, Yoni Ashar, Yuan Wang, Zachary Michael, ezemikulan, josator2, monkeyman192, Étienne Bergeron:
bids-specification. Zenodo, 2023
- [i13]Ajay Jasra, Mohamed Maama, Hernando Ombao:
Antithetic Multilevel Particle Filters. CoRR abs/2301.12371 (2023) - [i12]Ajay Jasra, Mohamed Maama, Hernando Ombao:
An Improved Unbiased Particle Filter. CoRR abs/2302.09978 (2023) - [i11]Md Nurul Muttakin, Malik Shahid Sultan, Robert Hoehndorf, Hernando Ombao:
Stylized Projected GAN: A Novel Architecture for Fast and Realistic Image Generation. CoRR abs/2307.16275 (2023) - 2022
- [j40]Guilllermo Granados-Garcia, Mark Fiecas, Babak Shahbaba, Norbert Fortin, Hernando C. Ombao:
Brain waves analysis via a non-parametric Bayesian mixture of autoregressive kernels. Comput. Stat. Data Anal. 174: 107409 (2022) - [j39]Jonathan Embleton, Marina I. Knight, Hernando C. Ombao:
Wavelet testing for a replicate-effect within an ordered multiple-trial experiment. Comput. Stat. Data Anal. 174: 107456 (2022) - [j38]David Degras, Chee-Ming Ting, Hernando C. Ombao:
Markov-switching state-space models with applications to neuroimaging. Comput. Stat. Data Anal. 174: 107525 (2022) - [j37]Chee-Ming Ting, Jeremy I. Skipper, Fuad Noman, Steven L. Small, Hernando C. Ombao:
Separating Stimulus-Induced and Background Components of Dynamic Functional Connectivity in Naturalistic fMRI. IEEE Trans. Medical Imaging 41(6): 1431-1442 (2022) - [c12]Archishman Biswas, Hernando C. Ombao:
Frequency-Specific Non-Linear Granger Causality in a Network of Brain Signals. ICASSP 2022: 1401-1405 - [c11]Fuad Noman, Sin-Yee Yap, Raphaël C.-W. Phan, Hernando C. Ombao, Chee-Ming Ting:
Graph Autoencoder-Based Embedded Learning in Dynamic Brain Networks for Autism Spectrum Disorder Identification. ICIP 2022: 2891-2895 - [i10]Samuel Horváth, Malik Shahid Sultan, Hernando Ombao:
Granger Causality using Neural Networks. CoRR abs/2208.03703 (2022) - [i9]Mohamed Maama, Ajay Jasra, Hernando Ombao:
Bayesian Parameter Inference for Partially Observed SDEs driven by Fractional Brownian Motion. CoRR abs/2211.00296 (2022) - [i8]Yee-Fan Tan, Chee-Ming Ting, Fuad Noman, Raphaël C.-W. Phan, Hernando Ombao:
Graph-Regularized Manifold-Aware Conditional Wasserstein GAN for Brain Functional Connectivity Generation. CoRR abs/2212.05316 (2022) - 2021
- [j36]Tianbo Chen, Ying Sun, Carolina Euán, Hernando C. Ombao:
Clustering Brain Signals: a Robust Approach Using Functional Data Ranking. J. Classif. 38(3): 425-442 (2021) - [j35]Oleg N. Gorshkov, Hernando C. 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) - [j34]Chee-Ming Ting, S. Balqis Samdin, Meini Tang, Hernando C. Ombao:
Detecting Dynamic Community Structure in Functional Brain Networks Across Individuals: A Multilayer Approach. IEEE Trans. Medical Imaging 40(2): 468-480 (2021) - [c10]Moo K. Chung, Hernando C. Ombao:
Lattice Paths for Persistent Diagrams. iMIMIC/TDA4MedicalData@MICCAI 2021: 77-86 - [i7]Chee-Ming Ting, Jeremy I. Skipper, Steven L. Small, Hernando C. Ombao:
Separating Stimulus-Induced and Background Components of Dynamic Functional Connectivity in Naturalistic fMRI. CoRR abs/2102.10331 (2021) - [i6]Moo K. Chung, Hernando C. Ombao:
Topological Data Analysis of COVID-19 Virus Spike Proteins. CoRR abs/2105.00351 (2021) - [i5]Fuad Noman, Chee-Ming Ting, Hakmook Kang, Raphael C.-W. Phan, Brian D. Boyd, Warren D. Taylor, Hernando C. Ombao:
Graph Autoencoders for Embedding Learning in Brain Networks and Major Depressive Disorder Identification. CoRR abs/2107.12838 (2021) - 2020
- [j33]Raanju R. Sundararajan, Ron Frostig, Hernando C. Ombao:
Modeling Spectral Properties in Stationary Processes of Varying Dimensions with Applications to Brain Local Field Potential Signals. Entropy 22(12): 1375 (2020) - [j32]Fuad Noman, Sh-Hussain Salleh, Chee-Ming Ting, S. Balqis Samdin, Hernando C. Ombao, Hadri Hussain:
A Markov-Switching Model Approach to Heart Sound Segmentation and Classification. IEEE J. Biomed. Health Informatics 24(3): 705-716 (2020) - [j31]Rachel J. Smith, Hernando C. 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) - [j30]Chun-Ren Phang, Fuad Noman, Hadri Hussain, Chee-Ming Ting, Hernando C. 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) - [j29]Chee-Ming Ting, Hernando C. 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 C. Ombao:
Detecting Dynamic Community Structure in Functional Brain Networks Across Individuals: A Multilayer Approach. CoRR abs/2004.04362 (2020)
2010 – 2019
- 2019
- [j28]Oleg N. Gorshkov, Hernando C. 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 C. Ombao, Moo K. Chung:
Statistical Persistent Homology of Brain Signals. ICASSP 2019: 1125-1129 - [c8]Fuad Noman, Chee-Ming Ting, Sh-Hussain Salleh, Hernando C. 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 C. Ombao:
Estimating Brain Connectivity Using Copula Gaussian Graphical Models. ISBI 2019: 108-112 - [c6]S. Balqis Samdin, Chee-Ming Ting, Hernando C. 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 C. 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 C. Ombao:
Modeling Local Field Potentials with Regularized Matrix Data Clustering. NER 2019: 597-602 - [c3]Yuxiao Wang, Chee-Ming Ting, Xu Gao, Hernando C. 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 C. Ombao:
Classification of EEG-Based Brain Connectivity Networks in Schizophrenia Using a Multi-Domain Connectome Convolutional Neural Network. CoRR abs/1903.08858 (2019) - 2018
- [j27]Carolina Euán, Hernando C. Ombao, Joaquín Ortega:
The Hierarchical Spectral Merger Algorithm: A New Time Series Clustering Procedure. J. Classif. 35(1): 71-99 (2018) - [j26]Xu Gao, Babak Shahbaba, Hernando C. Ombao:
Modeling Binary Time Series Using Gaussian Processes with Application to Predicting Sleep States. J. Classif. 35(3): 549-579 (2018) - [j25]Hernando C. 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) - [j24]Timothy Park, Idris A. Eckley, Hernando C. Ombao:
Dynamic classification using multivariate locally stationary wavelet processes. Signal Process. 152: 118-129 (2018) - [j23]Chee-Ming Ting, Hernando C. 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 C. Ombao:
Short-segment heart sound classification using an ensemble of deep convolutional neural networks. CoRR abs/1810.11573 (2018) - 2017
- [j22]Hakmook Kang, Hernando C. 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) - [j21]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
- [j20]Yuxiao Wang, Chee-Ming Ting, Hernando C. Ombao:
Modeling Effective Connectivity in High-Dimensional Cortical Source Signals. IEEE J. Sel. Top. Signal Process. 10(7): 1315-1325 (2016) - 2015
- [j19]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
- [j18]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) - [j17]Timothy Park, Idris A. Eckley, Hernando C. Ombao:
Estimating Time-Evolving Partial Coherence Between Signals via Multivariate Locally Stationary Wavelet Processes. IEEE Trans. Signal Process. 62(20): 5240-5250 (2014) - 2013
- [j16]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) - [j15]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) - [j14]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
- [j13]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
- [j12]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) - [j11]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
- [j10]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
- [j9]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) - [j8]Hyun-young Choi, Hernando Ombao, Bonnie K. Ray:
Sequential Change-Point Detection Methods for Nonstationary Time Series. Technometrics 50(1): 40-52 (2008) - [j7]Hernando Ombao, Sébastien Van Bellegem:
Evolutionary Coherence of Nonstationary Signals. IEEE Trans. Signal Process. 56(6): 2259-2266 (2008) - 2006
- [j6]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) - [j5]Svetlana V. Shinkareva, Hernando C. Ombao, Bradley P. Sutton, Aprajita Mohanty, Gregory A. Miller:
Classification of functional brain images with a spatio-temporal dissimilarity map. NeuroImage 33(1): 63-71 (2006) - [j4]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
- [j3]Mark A. Gamalo, Hernando Ombao, J. Richard Jennings:
Comparing extent of activation: a robust permutation approach. NeuroImage 24(3): 715-722 (2005) - 2003
- [j2]Jonathan Raz, Hui Zheng, Hernando Ombao, Bruce I. Turetsky:
Statistical tests for fMRI based on experimental randomization. NeuroImage 19(2): 226-232 (2003) - 2002
- [j1]Stephen D. Cranstoun, Hernando C. Ombao, Rainer von Sachs, Wensheng Guo, Brian Litt:
Time-frequency spectral estimation of multichannel EEG using the Auto-SLEX method. IEEE Trans. Biomed. Eng. 49(9): 988-996 (2002)
Coauthor Index
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