Quantitative detection of α1-acid glycoprotein (AGP) level in blood plasma using SERS and CNN transfer learning approach
Mariia Erzina, A. Trelin, Olga Guselnikova, Anastasia Skvortsova, Karolína Strnadová, V. Svorcik, Oleksiy Lyutakov
Topics & Concepts
BioanalysisBiomoleculeSubstrate (aquarium)AnalyteOrosomucoidSurface-enhanced Raman spectroscopyBoronic acidChemistryHuman bloodTransfer of learningConvolutional neural networkComputer scienceNanotechnologyGlycoproteinBiological systemRaman scatteringMaterials scienceChromatographyRaman spectroscopyArtificial intelligenceCombinatorial chemistryBiochemistryBiologyEcologyPhysiologyPhysicsOpticsGold and Silver Nanoparticles Synthesis and ApplicationsBiosensors and Analytical DetectionSpectroscopy Techniques in Biomedical and Chemical Research