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
Addressing privacy risks in clinical trials - edge computing and on-device cough analytics safeguard participant privacy, ensure regulatory compliance, and optimize clinical trial scalability.
18.09.2024
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
