Author

Elisabeth Breese Marsh

Johns Hopkins UniversityORCID 0000-0002-2385-5074Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Organism:human· 3 Research Focus:dimensionality reduction· 2 Assay:electronic health records· 2 Approach:statistical model· 2 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Assay:imaging· 1

Frequent Co-Authors

Dimitrios PantazisiD· 2 shared Fernando MaestúiD· 2 shared John C. MosheriD· 2 shared Mengjia XuiD· 2 shared Michael E. FunkeiD· 2 shared Arianna BrancaccioiD· 1 shared Christian J. BrodbeckiD· 1 shared Cole BakeriD· 1 shared

Activity by Year

2022-2025 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 32 mutual co-author links

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2 shared papersBioinformatics

Dimitrios PantazisORCID

Mutual co-authors in cluster

Author profile →

3 papers

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

Hyperbolic graph embedding of MEG brain networks to study brain alterations in individuals with subjective cognitive decline

Cole Baker, Isabel Suárez‐Méndez, Grace Smith, Elisabeth Breese Marsh, Michael E. Funke, John C. Mosher, Fernando Maestú, Mengjia Xu, Dimitrios Pantazis

This study uses hyperbolic graph embedding to analyze MEG brain networks in individuals with subjective cognitive decline, identifying hierarchical differences linked to cognitive impairment.

IEEE Journal of Biomedical and Health Informatics · Jun 19, 2024Peer-reviewedBioinformatics

Bilaterally Reduced Rolandic Beta Band Activity in Minor Stroke Patients

Joshua P. Kulasingham, Christian J. Brodbeck, Sheena Khan, Elisabeth Breese Marsh, Jonathan Z. Simon

This study finds that minor stroke patients without significant weakness show reduced rolandic beta band activity in both hemispheres, linked to impaired motor dexterity and processing speed.

Frontiers in Neurology · Mar 28, 2022Peer-reviewedNeuroscience