Creation of novel large dataset comprising several granulation methods and the prediction of tablet properties from critical material attributes and critical process parameters using regularized linear regression models including interaction terms
Takuya Oishi, Yoshihiro Hayashi, Miho Noguchi, Fumiaki Yano, Shungo Kumada, Kozo Takayama, Kotaro Okada, Yoshinori Onuki
Topics & Concepts
Critical quality attributesLinear regressionGranulationPartial least squares regressionRegression analysisRegressionMathematicsComputer scienceBiological systemStatisticsChemistryMaterials scienceParticle sizePhysical chemistryComposite materialBiologySpectroscopy and Chemometric AnalysesComputational Drug Discovery MethodsDrug Solubulity and Delivery Systems