Fatima Abdalrahman Adam Ali Ayyad

“A Transformational redesign of the global clinical workforce decision-making processes: Novel cognitive schemes embracing modern healthcare paradigms”

BackgroundGlobal healthcare systems continue to face a persistent quality gap driven by fragmented and inconsistent clinical decision-making. Although competency-based medical education (CBME) frameworks define clinician roles, they provide limited practical guidance and tools fo...