WebLog Journal of Pulmonology and Respiratory Medicine

IntroductionVentilator asynchrony is a frequent yet under-recognized problem in mechanically ventilated patients. Failure to detect asynchrony early may lead to prolonged ventilation, respiratory muscle weakness, and delayed rehabilitation. Recent advances in artificial intelligence have introduced smart camera and waveform-based systems capable of detecting subtle asynchrony patterns in real time Artificial Intelligence and Smart Monitoring Systems.