Pattern recognition across your entire dataset. Biosignals trigger when multiple markers combine to suggest a linked physiological trend.
PatternSimultaneous elevation of hs-CRP (> 3.0) and ALT indicating acute systemic stress.
Clinical ContextThis pattern is consistent with a period of physiological stress. Both normalised within two reports.
PatternConsecutive sequence of below-optimal 25-OH Vitamin D readings.
Clinical ContextFirst of four consecutive reports showing Vitamin D below optimal. A supplementation protocol appears to have begun around June 2022, with levels reaching the optimal range by January 2023 and remaining there.
PatternTransient alignment of borderline LDL with inflammatory and hepatic stress.
Clinical ContextResolved with the normalisation of inflammation.
PatternSimultaneous optimisation of glycaemic markers from a borderline baseline.
Clinical ContextFirst report where all metabolic markers — glucose, HbA1c, lipids, and insulin — are simultaneously optimal. This represents a meaningful improvement from the borderline readings in 2021.
PatternMulti-year linear decline in serum B12 despite remaining in reference range.
Clinical ContextLevels have dropped from 800 pg/mL to ~300 pg/mL over 5 years. Monitor for continued decline towards deficiency threshold.
BioMedli's AI engine automatically scans your unstructured lab reports to detect these complex patterns. See what your historic data reveals.