The shortage of healthcare professionals is a global challenge that not only lowers the quality of care but also results in many errors, as well as high morbidity and mortality of patients admitted into healthcare facilities. However, rapidly advancing artificial intelligence (AI) and machine learning (ML) technologies have shown promising results in plugging the long-standing problem of healthcare staff shortage, improving workflow efficiency, and patient outcomes.