Hyperspectral Biofilm Dataset for Opportunistic Pathogen Identification
Abstract
The dataset comprises hyperspectral images of biofilm models created with various Gram-positive, Gram-negative bacteria, and microscopic fungi. Models range in complexity from mono-species cultures to randomly formed mixed biofilms, incorporating both ATCC strains and clinical isolates. The dataset supports research into non-contact identification of opportunistic pathogens within biofilm communities.The detailed description of the dataset and research are provided in the following paper:Bogachev, M. I., Baranov, P. S., Sinitca, A. M., Mironova, A. V., Sharivzyanov, D. R., Basmanov, A. A., Trizna, E. J., Gorshkova, A. S., Pyko, N. S., & Kayumov, A. R. (2026). Non-contact identification of opportunistic pathogens in mixed biofilm contaminations by hyperspectral imaging. Analytica Chimica Acta, 345098. https://doi.org/10.1016/j.aca.2026.345098
Fields of Study & Subjects
Spectroscopy Techniques in Biomedical and Chemical Research
Spectroscopy and Chemometric Analyses
Bacterial biofilms and quorum sensing
Publication details
- Journal / source
- Figshare
- Publication date
- 1 January 2026
- Document type
- Dataset