Author

Ana Guadalupe Hernandez-Reynoso

The University of Texas at DallasORCID 0000-0003-2961-2759Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Neuroscience· 3

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Assay:electronic health records· 1 Approach:experimental assay· 1 Approach:machine learning (classical)· 1 Organism:mouse· 1 Organism:rat· 1 Approach:statistical model· 1

Frequent Co-Authors

Joseph Jewell PancrazioiD· 3 shared Stuart F. CoganiD· 3 shared Aksharkumar DobariyaiD· 1 shared Arlin A. Khan· 1 shared Claire Cheon· 1 shared Crystal T. EngineeriD· 1 shared Daniel George· 1 shared Elysandra M. Solis· 1 shared

Activity by Year

2023-2024 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 26 mutual co-author links

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3 shared papersNeuroscience

Joseph Jewell PancrazioORCID

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3 papers

Recent·Most cited

NeuroscienceJournal of Neural EngineeringPeer-reviewedJun 1, 2024

NeurostimML: A machine learning model for predicting neurostimulation-induced tissue damage

Yi Li, Rebecca Anne Frederick, Daniel George…·Ana Guadalupe Hernandez-Reynoso

This paper develops a Random Forest model to predict neurostimulation-induced tissue damage using multiple stimulation parameters, achieving 88.3% accuracy compared to 63.9% for the Shannon equation.

7 citations

machine learning (classical)benchmarking

𝕏 PostBluesky

NeuroscienceFrontiers in NeurosciencePeer-reviewedSep 27, 2023

Isolation of the murine Glut1 deficient thalamocortical circuit: wavelet characterization and reverse glucose dependence of low and gamma frequency oscillations

Elysandra M. Solis, Levi B. Good, Rafael Granja-Vazquez…·Vikram Jakkamsetti

The paper characterizes thalamocortical oscillations in a mouse model of Glut1 deficiency using wavelet analysis and shows glucose-dependent changes in low and gamma frequency oscillations.

2 citations

mouseelectronic health records

𝕏 PostBluesky

NeuroscienceFrontiers in NeurosciencePeer-reviewedJun 13, 2023

Behavioral Paradigm for the Evaluation of Stimulation-Evoked Somatosensory Perception Thresholds in Rats

Thomas J. Smith, Yupeng Wu, Claire Cheon…·Ana Guadalupe Hernandez-Reynoso

This paper develops a behavioral go/no-go paradigm to estimate ICMS-evoked somatosensory perception thresholds in rats with high accuracy.

15 citations

ratexperimental assay

𝕏 PostBluesky