This dataset is from our paper "Bridging Lab-to-Clinic: Microbiological Screening via Swin-Ultra Transformer with Transfer Learning", which aims to validate the extension of the lab-verified bacterial classification model to the gene-type screening of unseen pathogens in clinical settings.