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Hernando Ombao
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2020 – today
- 2024
- [i8]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) - 2023
- [j19]Anass B. El-Yaagoubi, Moo K. Chung, Hernando Ombao:
Topological Data Analysis for Multivariate Time Series Data. Entropy 25(11): 1509 (2023) - [j18]Anass B. El-Yaagoubi, Moo K. Chung, Hernando Ombao:
Statistical inference for dependence networks in topological data analysis. Frontiers Artif. Intell. 6 (2023) - [i7]Ajay Jasra, Mohamed Maama, Hernando Ombao:
Antithetic Multilevel Particle Filters. CoRR abs/2301.12371 (2023) - [i6]Ajay Jasra, Mohamed Maama, Hernando Ombao:
An Improved Unbiased Particle Filter. CoRR abs/2302.09978 (2023) - [i5]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
- [i4]Samuel Horváth, Malik Shahid Sultan, Hernando Ombao:
Granger Causality using Neural Networks. CoRR abs/2208.03703 (2022) - [i3]Mohamed Maama, Ajay Jasra, Hernando Ombao:
Bayesian Parameter Inference for Partially Observed SDEs driven by Fractional Brownian Motion. CoRR abs/2211.00296 (2022) - [i2]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)
2010 – 2019
- 2019
- [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 - 2018
- [i1]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) - 2017
- [j17]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) - 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, Sébastien 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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