Comprehensive assessment of the role of spectral data pre-processing in spectroscopy-based liquid biopsy - Vrtělka, Ondřej; Králová, Kateřina; Fousková, Markéta; Setnička, Vladimír (Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy, 2025)
Keywords: Algorithms; Carcinoma, Hepatocellular - diagnosis; Carcinoma, Hepatocellular - pathology; Chiroptical spectroscopy; Classification; Data pre-processing; Diagnostics; Humans; Least-Squares Analysis; Liquid biopsy; Liquid Biopsy - methods; Liver Cirrhosis - diagnosis; Liver Cirrhosis - pathology; Liver Neoplasms - diagnosis; Liver Neoplasms - pathology; Machine learning; Spectrophotometry, Infrared - methods; Spectrum Analysis, Raman - methods; Vibrational spectroscopy; Chiroptical spectroscopy; Diagnostics; Machine learning; Classification; Liquid biopsy; Data pre-processing; Vibrational spectroscopy