How long has the patient been like this?

• Identifying patient status changes is crucial for timely medical interventions. • Current methods rely on patients or carers, often unreliable or unavailable. • Monitoring devices offer a potential solution but face cost and technical barriers. • Advances needed in continuous, passive, accurate, and low-cost health monitoring. • Enhanced devices could revolutionize emergency care and diagnostic accuracy.