International journal of pharmaceuticsMachine LearningLiposomesNanomedicineDoxorubicinDrug Delivery Systems
Machine Learning-Guided microfluidic optimization of clinically inspired liposomes for nanomedicine applications.
Giorgio Buttitta, Leonardo Lavagna, Simone Bonacorsi, Chiara Barbarito, Mauro Moliterno, Gabriele Saito, Irene Oddone, Giuliana Verdone, Sergio Raimondi, Massimo Panella
Published: 202510.1016/j.ijpharm.2025.126362
Abstract
Liposomes have transformed drug delivery by enhancing the solubility, stability, and bioavailability of therapeutic agents, driving widespread clinical adoption and contributing to a rapidly expanding multi-billion-dollar market. However, despite the…
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