Machine Learning-Enhanced Radiographic Detection of ARDS Predicts Outcomes in Mechanically Ventilated Patients
A deep learning model identifying ARDS features on chest X-rays independently predicts 28-day mortality and ventilator duration beyond traditional clinical measures in patients undergoing invasive mechanical ventilation.



















