Deep Learning-Based Early Warning Score for Predicting Clinical Deterioration in General Ward Cancer Patients.

We have developed and validated a deep learning-based EWS for cancer patients using the original values and differences between consecutive measurements of basic vital signs. The Can-EWS has acceptable discriminatory power and sensitivity, with extremely decreased false alarms compared with MEWS.