Pharmaceutics & Novel Drug Delivery Systems

Artificial Intelligence and Machine Learning in Drug Delivery Optimization

Artificial intelligence (AI) and Machine learning (ML) have emerged as powerful tools in optimizing drug delivery systems, offering opportunities for improved efficiency, precision, and personalized treatment. This session will focus on the applications and advancements of AI and ML in drug delivery optimization. AI and ML algorithms can analyze vast amounts of data, including patient-specific information, drug properties, and physiological factors, to identify optimal drug delivery strategies. The session will explore how AI and ML can be used to predict drug release kinetics, optimize dosage regimens, and design personalized drug delivery systems. Attendees will gain insights into the integration of AI and ML in various aspects of drug delivery, including formulation design, drug release modeling, and pharmacokinetic modeling. Discussions will cover topics such as pattern recognition, predictive modeling, and optimization algorithms in drug delivery optimization. The session will also highlight the challenges and opportunities associated with the implementation of AI and ML in drug delivery systems, including data availability, model interpretability, and regulatory considerations.