BioinformaticsBMC BioinformaticsPeer-reviewed
Transfer Learning Models for Bacterial Strain Dissemination Biomarkers using Weighted Non-Parallel Proximal Support Vector Machines
Ugochukwu O. Ugwu, Richard A. Slayden, Michael J. L. Kirby
The paper develops a transfer learning model using weighted 1-norm non-parallel proximal support vector machines to identify biomarkers of bacterial infection and dissemination in mice, achieving 97% balanced accuracy.
DOI 10.1186/s12859-025-06221-1