The applicability of the approach was demonstrated using a case study from a local hospital in the United Arab Emirates UAE where the Vitros Immunoassay analyzer was selected based on maintenance events and criticality assessment as a good candidate for transforming maintenance from corrective to predictive. ...The proposed approach is scalable and can be used across medical equipment in large medical centers....