JUL 6, 2026 · JOURNAL ARTICLE
Label-free surface-enhanced Raman spectroscopy and machine learning for rapid classification and quantification of bovine respiratory disease complex viruses.
Talanta
This is a proof-of-concept study of a novel diagnostic technology in controlled laboratory conditions with no clinical validation, animal subjects, or comparison to existing diagnostic standards.
Reported
SVM classification accuracy99.57%
SVR regression R²0.9974
SVR mean absolute error0.028