Edge-based compression and classification for smart healthcare systems: Concept, implementation and evaluation.

•Handling large volumes of acquired data is challenging for remote monitoring.•Edge classification and compression is a promising solution for smart health.•Adopting data transmission based on patients state enables efficient monitoring.•Leveraging edge computing increases energy efficiency and decreases latency.