PPG-based algorithm achieves 98.93% accuracy in detecting device wear status with negligible battery impact, eliminating the critical problem of misclassifying patient stillness as non-compliance in continuous monitoring applications.
Simulation evidence supporting continuous, automated monitoring as a superior approach for clinical research.
A study demonstrating the use of synchronized wearables to determine when a cough monitor detects non-user coughs
18 September 2024
Chronic Obstructive Pulmonary Disease (COPD) incurs billions in medical expenditures annually, with acute exacerbations and subsequent hospitalizations being significant cost drivers. At-home cough monitoring is a promising innovation with the potential to reshape this landscape.
This analysis examines the cost-effectiveness of cough monitoring systems for early detection of COPD exacerbations.
Originally published: August 2023
Last updated: September 2024