Introduction: From Episodic Diagnosis to Continuous Bio-Intelligence Healthcare systems worldwide are undergoing a structural transformation driven by a simple but powerful reality: early detection determines outcomes. Yet the dominant diagnostic paradigm remains reactive—dependent on clinical visits, laboratory infrastructure, and symptom-triggered testing. In an age defined by pandemics, chronic disease proliferation, and aging populations, this model…

