Emergency departments (ED) are becoming increasingly over-crowded, with patients facing prolonged waiting times. This is further aggravated by the shortage of available hospital space. Therefore, a safe and rapid triaging of patients is essential in improving the workflow within the ED, maximizing patient safety and comfort, and alleviating any unnecessary financial burden from the healthcare provider.