Author

Matthew J. Roos

Johns Hopkins University Applied Physics LaboratoryORCID 0000-0001-5705-9028Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Neuroscience· 1

Signature Assays, Organisms & Methods

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Research Focus:dimensionality reduction· 1 Assay:electronic health records· 1 Organism:human· 1 Approach:statistical model· 1

Frequent Co-Authors

Alex Proescher· 1 shared Diego Luna· 1 shared Dowlette‐Mary Alam El DiniD· 1 shared Erik C. JohnsoniD· 1 shared Lena SmirnovaiD· 1 shared Thomas HärtungiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

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6 top collaborators · 15 mutual co-author links

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1 shared paperNeuroscience

Alex Proescher

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1 paper

Recent·Most cited

Modeling Organoid Population Electrophysiology Dynamics

Matthew J. Roos, Diego Luna, Dowlette‐Mary Alam El Din, Thomas Härtung, Lena Smirnova, Alex Proescher, Erik C. Johnson

This paper adapts CEBRA to generate low-dimensional embeddings of neural organoid electrophysiology data for analyzing activity changes and clustering bursting phenomena.

bioRxiv · Mar 2, 2025 · PreprintNeuroscience