Enhancing Open-World Bacterial Raman Spectra Identification by Feature Regularization for Improved Resilience against Unknown Classes
Yaroslav Balytskyi, Nataliia Kalashnyk, Inna Hubenko, Alina Balytska, Kelly L. McNear
This paper improves Raman spectroscopy-based bacterial identification by introducing feature regularization to handle unknown pathogens, achieving higher accuracy and reduced false positives.
Chemical & Biomedical Imaging · May 6, 2024Peer-reviewedBioinformatics