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Data Verification Cycle

Meaning

The Data Verification Cycle, in the context of personalized health and wellness, refers to the iterative process of collecting raw biological data, rigorously cleaning and validating its accuracy, interpreting the results against clinical standards, and then cross-referencing findings with a patient’s subjective symptoms and clinical history. This systematic cycle ensures that diagnostic conclusions and subsequent therapeutic recommendations are based on reliable, high-integrity information. It is a critical quality control measure in the application of advanced biomarker analysis.