Recovery is invisible

Hospital telemetry has been built to detect deterioration. It has not been built to gauge recovery.

I made this case in Inc.

ICU monitoring was built to catch the crash. Alarms fire when the heart rate spikes. Protocols activate when pressure drops. Rapid response mobilizes when a patient deteriorates. Crisis detection is where the industry concentrated decades of engineering. Alarms still fire too late. Alarms still fire too often. The investment continues there anyway.

There is no equivalent investment in the other direction.

Recovery is a clinically observable trajectory. Tighter variability. Collapsing volatility. Sustained stability across multiple physiological signals. Medication weaning. Diet order advancing. Bedside monitors and the EMR together have the holistic picture of patient state. But the status quo is that this critically important data is fragmented across vendor systems that do not speak to each other, and in the case of the bedside monitors, resets every time a patient moves.

The hesitation at discharge is not a gap in clinical knowledge. It is a gap in clinical data. The rational response to absent data is caution, and caution compounds.

OEMs and hospitals built infrastructure to try to better see patient deterioration.

Recovery is invisible.