Author

Matthew Martinez

Stanford UniversityORCID 0009-0009-1751-0158Unclaimed 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:differential expression· 1 Research Focus:drug response / drug discovery· 1 Assay:electrophysiology· 1 Organism:human· 1 Approach:statistical model· 1 Research Focus:trajectory inference· 1

Frequent Co-Authors

Andrew S. PerleyiD· 1 shared Sabrina LiuiD· 1 shared Todd P. ColemaniD· 1 shared Tommaso Mercadante· 1 shared

Activity by Year

2025-2025 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperBioengineering

Andrew S. PerleyORCID

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1 paper

Recent·Most cited

BioengineeringbioRxivPreprintAug 28, 2025

A Convex Point Process Model of Heartbeat Dynamics for Inference, Prediction, and Information Quantification

Andrew S. Perley, Matthew Martinez, Tommaso Mercadante…·Todd P. Coleman

This paper introduces a convex gamma GLM for heartbeat dynamics, improving parameter estimation and enabling prediction and information quantification in cardiac data.

DOI 10.1101/2025.08.28.672903

humanelectrophysiology

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