Xing-Yu Zhou

Pathogen prevalence, feature composition and cross-centre generalisability of machine learning diagnostic models for multi-pathogen respiratory infection

To evaluate the predictive information contained in the restricted surveillance feature set (demographic, temporal and specimen variables) for respiratory pathogen identification, and to examine factors associated with model performance. We retrospectively analysed 24,689 acute respiratory infection cases fr...