RouterSense: A Passive, Network‐Based Health Monitoring System for In‐Home Patients

RouterSense offers a scalable solution for early ADRD detection through passive network traffic analysis. By continuously analyzing daily behavioral patterns without requiring active user engagement or additional hardware, RouterSense overcomes key limitations of existing monitoring solutions. Future work will expand on these findings through larger, longitudinal studies involving ADRD populations, integrating real-time alerts for caregivers and clinicians. RouterSense has the potential to transform remote patient monitoring by offering an unobtrusive, cost-effective method for identifying early ADRD detection, ultimately facilitating timely interventions and improving patient care.