Functional assessment and telemedicine: toward a living physiology of human adaptation

M. Casali | Medical Sport Minerva, Pavia; Cardiology Department, Care Institute “Città di Pavia”, Italy

Modern medicine has been extraordinarily successful in describing structures and treating acute events, yet it remains largely organized around episodic measurements of inherently dynamic biological systems. Health, however, is not a static state but a continuous process of adaptation, regulation, and loss or preservation of physiological complexity. Functional assessment arises from the need to study this process rather than its isolated snapshots. Telemedicine marks a turning point in this evolution. Through wearable sensors, connected platforms, and continuous data streams, it enables the observation of human physiology as it unfolds in real life. Cardiovascular dynamics, physical activity, sleep, stress, and metabolic proxies can now be monitored longitudinally, transforming the clinical gaze from the event to the trajectory, from isolated values to patterns, stability, and transitions. In this framework, exercise is no longer merely a therapeutic recommendation but becomes a reproducible biological perturbation, while daily behaviors and nutrition emerge as measurable metabolic inputs. Functional assessment thus evolves into the study of how organisms respond to controlled and uncontrolled stressors over time, revealing the quality of regulation, recovery, and adaptive reserve. This integration opens the path toward a living physiology, in which health is interpreted as the capacity to sustain variability, coherence, and resilience, and disease as the progressive erosion of these properties. Telemedicine does not replace the clinical act; it extends it into time. The role of the physician shifts from certifying parameters to interpreting biological narratives, transforming continuous data into meaningful representations of human adaptation.