Surface-enhanced Raman scattering-based surface chemotaxonomy: combining bacteria extracellular matrices and machine learning for rapid and universal species identification

• Main Authors: Leong, Shi Xuan, Tan, Emily Xi, Han, Xuemei, Luhung, Irvan, Aung, Ngu War, Nguyen, Lam Bang Thanh, Tan, Si Yan, Li, Haitao, Phang, In Yee, Schuster, Stephan, Ling, Xing Yi
• Other Authors: School of Chemistry, Chemical Engineering and Biotechnology
• Format: Article
• Language: English
• Published: 2024
• Subjects: Engineering::Bioengineering; Small Molecular Probes; Surface Chemistry
• Online Access: https://hdl.handle.net/10356/173360
• Institution: Nanyang Technological University

Rapid, universal, and accurate identification of bacteria in their natural states is necessary for on-site environmental monitoring and fundamental microbial research. Surface-enhanced Raman scattering (SERS) spectroscopy emerges as an attractive tool due to its molecule-specific spectral fingerprin...