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S. Venkatesh

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#machine learning Preprint Aug 2026

SMOTE-VAR: An Uncertainty-Aware Oversampling Method for Predicting Depression Remission in University Students

By improving the reliable identification of non-responders, the method provides a robust computational tool to help clinicians rapidly pivot to adjunctive therapies, thereby personalizing and optimizing mental health care pathways.

Dang Nguyen, V. ArunKumarA., Taylor A Braund et al. · 0 citations

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