Author

Rebecca Anne Frederick

University of OregonORCID 0000-0002-4788-1197Unclaimed ORCID profile · follow to get notified of new preprints

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Neuroscience· 1

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Research Focus:benchmarking· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Ana Guadalupe Hernandez-ReynosoiD· 1 shared Daniel George· 1 shared Joseph Jewell PancrazioiD· 1 shared Leonidas G. BlerisiD· 1 shared Stuart F. CoganiD· 1 shared Yi LiiD· 1 shared

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1 shared paperNeuroscience

Ana Guadalupe Hernandez-ReynosoORCID

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1 paper

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

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