Optimization of machine learning techniques for the determination of clinical parameters in dried human serum samples from FTIR spectroscopic data
Domenico Palumbo, Antonio Giorni, Rossella Minocchi, Roberto Amendola, Mariangela Cestelli Guidi
Topics & Concepts
Support vector machinePartial least squares regressionArtificial intelligenceMachine learningRegressionRegression analysisLinear regressionRandom forestArtificial neural networkFourier transform infrared spectroscopyComputer scienceBiological systemPattern recognition (psychology)MathematicsStatisticsEngineeringChemical engineeringBiologySpectroscopy Techniques in Biomedical and Chemical ResearchSpectroscopy and Chemometric AnalysesMetabolomics and Mass Spectrometry Studies