Harnessing digital twins for healthcare - Cerebrovascular Autoregulation in Critical Care (NeuroVascTwin)

We will explore the concept of Digital Twin in Healthcare to virtually reproduce patient-specific pathophysiological systems.

Nurse monitoring vital signs in intensive care unit

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Description

We explore the concept of Digital Twin in Healthcare to virtually reproduce patient-specific pathophysiological systems. We will combine data-driven and model-driven approaches using data assimilation techniques and physics-informed machine learning, and exemplify them with clinical cases. Specifically, we implement a digital twin in a neurocritical care setting to infer the functional state of cerebrovascular autoregulation.