Postoperative respiratory compromise represents a significant health care burden in terms of increased morbidity and mortality along with increased length of hospital stay and cost of care.

Over the past decade, AI machine learning and deep learning have greatly improved alarm monitoring through faster, more reliable alarm verification; yet, in practice, AI has often fallen short of its ...