2024
DOI: 10.1109/access.2024.3403246
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Optimized Magnetic Particle Navigation Based on Data-Driven Model for Enhanced Drug Targeting

Rikkert Van Durme,
Guillaume Crevecoeur,
Luc Dupré
et al.

Abstract: Targeted drug delivery by magnetically steering micro-and nanoparticles for specified therapy is gaining ground in the field of medical treatments. Yet fundamental challenges with regards to modeling particle movement and reaching desired regions exist. In this work, we use data-driven modeling to predict the velocities of a particle cluster from its positions and electromagnet currents in an in-vitro targeting setup. This explicit velocity prediction using a neural network, not found in previous works on this… Show more

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