A review proposing a liver radioembolization digital twin that combines CFD with physics-informed neural networks to plan microsphere delivery.
Yttrium-90 Microsphere Therapy for Hepatic Malignancy: Devices, Indications, Technical Considerations, and Potential Complications,
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Towards Digital Twins for Optimal Radioembolization
A review proposing a liver radioembolization digital twin that combines CFD with physics-informed neural networks to plan microsphere delivery.