Research output per year
Research output per year
Personal profile
Research Overview
Professor Ombao’s research interest is in the statistical modeling and visualization of high dimensional signals and images. He has developed a coherent set of methods for modeling dependence in complex brain signals; testing for differences in networks across patient groups; and biomarker identification and disease classification based on networks.
Key Research Areas
Epigenetics, Applied Mathematics and Computational Science, Electrical Engineering
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education
Biostatistics, Ph.D., University of Michigan, Ann Arbor
1999
Award Date: Jan 1 1999
Statistics, M.S., University of California at Davis
1995
Award Date: Jan 1 1995
Mathematics, B.S., University of the Philippines
1989
Award Date: Jan 1 1989
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Graph Autoencoders for Embedding Learning in Brain Networks and Major Depressive Disorder Identification
Noman, F., Ting, C. M., Kang, H., Phan, R. C. W. & Ombao, H., 2024, (Accepted/In press) In: IEEE Journal of Biomedical and Health Informatics. 28, 3, p. 1-12 12 p.Research output: Contribution to journal › Article › peer-review
Open Access6 Scopus citations -
An improved unbiased particle filter
Jasra, A., Maama, M. & Ombao, H., 2023, (Accepted/In press) In: Monte Carlo Methods and Applications. 30, 2, p. 149-162 14 p.Research output: Contribution to journal › Article › peer-review
Open Access -
A novel method for dynamically altering the surface area of intracranial EEG electrodes.
Remakanthakurup Sindhu, K., Ngo, D., Ombao, H., Olaya, J. E., Shrey, D. W. & Lopour, B. A., Jan 31 2023, In: Journal of Neural Engineering.Research output: Contribution to journal › Article › peer-review
3 Scopus citations -
A Unified Framework for Static and Dynamic Functional Connectivity Augmentation for Multi-Domain Brain Disorder Classification
Tan, Y. F., Ting, C. M., Noman, F., Phan, R. C. W. & Ombao, H., 2023, 2023 IEEE International Conference on Image Processing, ICIP 2023 - Proceedings. IEEE Computer Society, p. 635-639 5 p. (Proceedings - International Conference on Image Processing, ICIP).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Brain Waves Spectral Analysis of Human Responses to Odorous and Non-Odorous Substances: A Preliminary Study.
Chow, X. H., Ting, C.-M., Wan Hamizan, A. K., Zahedi, F. D., Tan, H. J., Remli, R., Khoo, C. S., Ombao, H., Sahibulddin, S. Z. & Husain, S., Jun 1 2023, In: The Journal of laryngology and otology. p. 1-26 26 p.Research output: Contribution to journal › Article › peer-review
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CONEX–CONNECT: LEARNING PATTERNS IN EXTREMAL BRAIN CONNECTIVITY FROM MULTICHANNEL EEG DATA
Guerrero, M. B., Huser, R. & Ombao, H., Mar 2023, In: Annals of Applied Statistics. 17, 1, p. 178-198 21 p.Research output: Contribution to journal › Article › peer-review
Open Access4 Scopus citations -
Editorial for the special issue on Time Series Analysis
Fokianos, K., Kirch, C. & Ombao, H., May 2023, In: Computational Statistics and Data Analysis. 181, 107675.Research output: Contribution to journal › Editorial › peer-review
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Flexible bivariate INGARCH process with a broad range of contemporaneous correlation
Piancastelli, L. S. C., Barreto-Souza, W. & Ombao, H., Mar 2023, In: Journal of Time Series Analysis. 44, 2, p. 206-222 17 p.Research output: Contribution to journal › Article › peer-review
7 Scopus citations
Press/Media
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New Epilepsy Research Reported from King Abdullah University of Science and Technology (KAUST) (Assessment of Fractal Synchronization during an Epileptic Seizure)
08/20/24
1 item of Media coverage
Press/Media: Press / Media
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King Abdullah University of Science and Technology (KAUST) Researchers Discuss Findings in Data Analytics (Statistical inference for dependence networks in topological data analysis)
01/3/24
1 item of Media coverage
Press/Media: Press / Media
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Findings from King Abdullah University of Science and Technology (KAUST) Advance Knowledge in Data Analytics (Topological Data Analysis for Multivariate Time Series Data)
11/20/23
1 item of Media coverage
Press/Media: Press / Media
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King Abdullah University of Science and Technology (KAUST) Reports Findings in Global Health (Sex differences in mortality among children, adolescents, and young people aged 0-24 years: a systematic assessment of national, regional, and global ...)
10/5/23
1 item of Media coverage
Press/Media: Press / Media
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Researchers from King Abdullah University of Science and Technology (KAUST) Report Recent Findings in Pain and Central Nervous System (Conex-connect: Learning Patterns In Extremal Brain Connectivity From Multichannel Eeg Data)
03/28/23
1 item of Media coverage
Press/Media: Press / Media
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Findings on Statistics Reported by Investigators at King Abdullah University of Science and Technology (KAUST) (Variation Pattern Classification of Functional Data)
11/22/22
1 item of Media coverage
Press/Media: Press / Media