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Clinical Data Augmentation

Meaning

Clinical Data Augmentation is a process in which core clinical data, such as laboratory test results and patient history, is enriched and expanded by incorporating diverse, continuous, and non-traditional data streams to improve diagnostic precision and treatment planning. This augmentation moves beyond standard static lab work by integrating real-world evidence from sources like wearable devices, self-reported symptoms, and environmental factors. The primary goal is to create a higher-resolution, more contextually relevant dataset for each patient, enabling clinicians to identify subtle patterns and correlations often missed by conventional analysis. This comprehensive approach is foundational to advanced personalized hormonal health protocols.