Image Classification of Degraded Polysorbate, Protein and Silicone Oil Sub-Visible Particles Detected by Flow-Imaging Microscopy in Biopharmaceuticals Using a Convolutional Neural Network Model
Filip M. Fedorowicz, Pascal Chalus, Kyra Kirschenbühler, Sarah Drewes, Atanas Koulov
Topics & Concepts
PolysorbateConvolutional neural networkMicroscopySilicone oilBiological systemChromatographyChemistryMaterials scienceArtificial intelligenceComputer sciencePattern recognition (psychology)Pulmonary surfactantOpticsPhysicsOrganic chemistryBiochemistryBiologyProtein purification and stabilityViral Infectious Diseases and Gene Expression in InsectsFluid Dynamics and Mixing