crossrefComputers2026-02-12
Advanced Machine Learning Techniques for Predicting Inpatient Deterioration in General Medicine
Said Al Jaadi, Laila Al Wahaibi, Mohammed Al-Hinai, Haneen Hafiz Gaffar, Abdullah M. Al Alawi
Inpatient deterioration, marked by ICU transfer or mortality, remains a critical challenge in hospital settings. While traditional early warning systems (EWS) have limitations, machine learning (ML) offers a promising approach for the early identification of at-risk patients. Thi…