Real-Time Medical Device Data Integration Platform

Create a high-performance Python framework for integrating and processing real-time medical device data from multiple spreadsheet and streaming sources. Develop a robust system using Apache Kafka, pandas, and asyncio that can handle high-frequency medical sensor data, perform real-time anomaly detection, and generate dynamic health monitoring dashboards. Implement advanced signal processing techniques and machine learning-based predictive maintenance.