Classifying Raman Spectra of Colon Cells Based on Machine Learning Algorithms - Lasalvia, Maria; Gallo, Crescenzio; Capozzi, Vito; Perna, Giuseppe (Photonics, 2024)
Keywords: Accuracy; Algorithms; Analysis; Biopsy; Breast cancer; Cells; Classification; Colon; Colon cancer; colon cells; Colorectal cancer; Colorectal carcinoma; Cytoplasm; Data mining; Developed countries; Diagnosis; Equipment and supplies; Instrumentation; Laboratories; Laboratory equipment; Laser beams; Learning algorithms; Lipids; Machine learning; machine learning algorithms; Mathematical functions; Medical diagnosis; Medical screening; Multivariate analysis; Neural networks; Nuclei; Nucleic acids; Principal components analysis; Raman spectra; Raman spectroscopy; Sensitivity; Spectral analysis; Spectrum analysis; Support vector machines