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Algorithmic Health Inference

Meaning

The process of deriving clinically relevant conclusions and predicting future health states by applying complex computational algorithms to a patient’s diverse physiological and behavioral data. This methodology moves beyond simple statistical correlation, leveraging machine learning to identify subtle, non-linear patterns within hormonal fluctuations, sleep architecture, and metabolic markers. It enables the formulation of highly personalized, proactive wellness and treatment recommendations.