Postoperative opioid-induced respiratory depression (OIRD) is common and often missed with routine spot-check based monitoring of patients on the hospital ward and post-acute care areas, therefore, the use of continuous portable monitoring systems is of obvious benefit in these clinical settings. However, there is limited evidence using retrospective and prospective observational data that continuous monitoring systems increase detection of these perturbations compared to conventional monitoring...