Author

María de Lourdes Martínez-Silva

University of Rhode IslandORCID 0000-0002-7786-7388Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:clustering· 1 Assay:electronic health records· 1 Approach:machine learning (classical)· 1 Organism:mouse· 1

Frequent Co-Authors

Emily J. ReedichiD· 1 shared Marin ManueliD· 1 shared Natallia KatenkaiD· 1 shared Rebecca D Imhoff-Manuel· 1 shared Reuben M AhorkloiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 10 mutual co-author links

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1 shared paperNeuroscience

Emily J. ReedichORCID

Mutual co-authors in cluster

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1 paper

Recent·Most cited

Machine-Learning Classification of Motor Unit Types in the Adult Mouse

María de Lourdes Martínez-Silva, Reuben M Ahorklo, Emily J. Reedich, Rebecca D Imhoff-Manuel, Natallia Katenka, Marin Manuel

This study uses machine learning to classify motor unit types in adult mice based on electrophysiological properties, identifying four distinct types with high predictive accuracy.

The Journal of Physiology · Apr 9, 2026Peer-reviewedNeuroscience