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Endocrine Status Inference

Meaning

Endocrine status inference is the computational process of estimating or deducing the levels and functional status of specific hormones and their regulatory axes using non-invasive, indirect data sources, such as digital health metrics, symptom reports, and behavioral patterns, rather than direct blood or saliva testing. This technique utilizes advanced machine learning to build predictive models that can approximate the concentration or activity of key biochemical communicators like cortisol or estrogen, offering continuous, real-time insight into the patient’s hormonal state. It provides a scalable, convenient method for monitoring dynamic endocrine changes.