Prospective evaluation of multimodal respiratory failure prediction: Do chest X-rays improve performance beyond EHR signals? 事件

Prospective evaluation of multimodal respiratory failure prediction: Do chest X-rays improve performance beyond EHR signals? arXiv:2605.26255v1 Announce Type: cross Abstract: Early prediction of respiratory failure is critical for timely clinical intervention in intensive care units. Existing electronic health record (EHR)-based models can continuously monitor physiologic deterioration, but they may not fully capture pulmonary pathophysiology reflected in chest radiographs (CXRs). In this study