Inspiratory Muscle Effort

Revolutionizing Mechanical Ventilation: AI-Driven Real-Time Monitoring of Inspiratory Effort and Patient-Ventilator Synchrony

A novel artificial intelligence algorithm enables continuous, noninvasive monitoring of inspiratory muscle effort and patient-ventilator dyssynchrony during mechanical ventilation, demonstrating accuracy comparable to invasive gold standard