Device-agnostic infrared imaging platform standardizing spatial physiology measurement and longitudinal monitoring for clinical, research, performance, and wellness settings. Delivers an explainable, human-in-the-loop, non-diagnostic metric that quantifies regional physiologic deviation to enable earlier awareness, prioritization, and tracking.