Enhancing Drug Delivery: ML and In Vitro Insights

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This lecture provides an insightful exploration into the realm of drug delivery enhanced by machine learning (ML). Beginning with the impact and significance of ML in drug release studies, the session delves into the specifics of drug delivery systems, including PLGA nanoparticles and the factors affecting drug release. It highlights the integration of various ML techniques such as LR, PCA, GPR, and ANN, explaining their adaptability and benefits. Methodologies discussed include data...