Wearable health sensors such as photoplethysmography (PPG) wristbands, ECG patches and multi-modal biometric devices are typically developed and calibrated under controlled laboratory conditions.

Retrofitting legacy bioprocessing equipment with modern PAT tools requires targeted sensor, software, and change-control ...