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Rossana O. Souza

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Open access Jul 2026

Revisiting Logistic Regression for High-Dimensional Gene Expression Data

A reformulated logistic regression framework designed for feature selection and classification in complex high-dimensional settings is proposed and several selected features were consistent with previously reported disease-associated markers, supporting the biological plausibility of the model.

Rossana O. Souza, W. Rodrigues, Bráulio Couto et al. · bioRxiv · 0 citations