Author

Hugo Ramirez

McGovern Institute for Brain Research

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Assay:electronic health records· 1 Organism:human· 1

Frequent Co-Authors

Arianna BrancaccioiD· 1 shared Davide TabarelliiD· 1 shared Dimitrios PantazisiD· 1 shared Elisabeth Breese MarshiD· 1 shared Fernando MaestúiD· 1 shared John C. MosheriD· 1 shared Mengjia XuiD· 1 shared Michael E. FunkeiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

9 top collaborators · 36 mutual co-author links

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1 shared paperBioinformatics

Arianna BrancaccioORCID

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1 paper

Recent·Most cited

Fully Hyperbolic Neural Networks: A Novel Approach to Studying Aging Trajectories

Hugo Ramirez, Davide Tabarelli, Arianna Brancaccio, Paolo Belardinelli, Elisabeth Breese Marsh, Michael E. Funke, John C. Mosher, Fernando Maestú, Mengjia Xu, Dimitrios Pantazis

This study uses hyperbolic neural networks to analyze MEG brain networks from the Cam-CAN dataset, revealing age-related hierarchical changes in brain subnetworks.

IEEE Journal of Biomedical and Health Informatics · Mar 6, 2025Peer-reviewedBioinformatics