Hernando Ombao

4 papers · 2019–2025 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver

Venues

MICCAI (2) AISTATS (1) NeurIPS (1)

Top co-authors

Fuad Noman (2) Raphael C.-W. Phan (2) Chee-Ming Ting (2) Leena Ali Ibrahim (1) Norbert Fortin (1) Xinyu Tang (1) Dustin Pluta (1) Junn Yong Loo (1) Sarbojit Roy (1) Yee-Fan Tan (1)

Research topics

Healthcare & Medicine (2) Machine Learning (2) Research (2) Artificial Intelligence (1) Data Science & Analytics (1) Bayesian & Probabilistic (1) Core Methods (1) Methods (1) Optimization & Theory (1)

Keywords

feature selection (1) brain connectivity (1) time series classification (1) gaussian process (1) latent factor model (1) local field potential (1) neuroimaging data (1) spectral domain (1) dynamic functional connectivity (1) stationary time series (1) brain network connectivity (1)

Papers

Adaptive Graph Learning with Multi-Graph Convolutions for Brain Disorder Classification MICCAI 2025 Classification of High-dimensional Time Series in Spectral Domain Using Explainable Features with Applications to Neuroimaging Data AISTATS 2025 T2I-Diff: fMRI Signal Generation via Time-Frequency Image Transform and Classifier-Free Denoising Diffusion Models MICCAI 2025 Modeling Dynamic Functional Connectivity with Latent Factor Gaussian Processes NeurIPS 2019