Author

Si Yuan Cheng

Shenzhen UniversityORCID 0009-0007-7827-3497Unclaimed 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:cell type annotation· 1 Research Focus:differential expression· 1 Assay:electronic health records· 1 Organism:human· 1 Approach:machine learning (classical)· 1

Activity by Year

2024-2024 · peak 1/yr

1 paper

Recent·Most cited

NeurosciencebioRxivPreprintMar 15, 2024

Unraveling the Time-Frequency Features of Emotional Regulation: Based on an Interpretable XGBoost-SHAP Analytical Framework

Si Yuan Cheng

This study uses an XGBoost-SHAP model to analyze EEG data and identify temporal features of emotional regulation, revealing the role of the lateral prefrontal cortex in emotional processing.

DOI 10.1101/2024.03.15.585273

humanelectronic health records

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