Medical Cyber-Physical Systems (CPS) represent a transformative approach to healthcare, leveraging advanced technologies to improve patient outcomes and streamline healthcare processes. In this context, the integration of Azure Synapse Analytics and Big Data Analytics plays a pivotal role, facilitating the convergence of sound and data for enhanced healthcare delivery.