Author

Jennifer Crook

University of Central FloridaORCID 0000-0002-7255-6425Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Research Focus:differential expression· 1 Assay:electrophysiology· 1 Approach:statistical model· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Jose Gabriel Gonzalez Nunez· 1 shared Laura J. BrattainiD· 1 shared Parham Mohsenzadeh KebriaiD· 1 shared Soheil SabriiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperBioengineering

Jose Gabriel Gonzalez Nunez

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1 paper

Recent·Most cited

BioengineeringbioRxivPreprintJul 31, 2026

Predictive Feature Engineering for Stress Detection using Physiological Signals, A Comparative Study

Jose Gabriel Gonzalez Nunez, Soheil Sabri, Parham Mohsenzadeh Kebria…·Laura J. Brattain

This paper compares methods for stress detection using EDA signals, showing that domain-specific models outperform foundation models in classification performance.

DOI 10.64898/2026.07.24.740621

electrophysiologydeep learning

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