Structured clinical
pattern analysis.
Transforming structured laboratory data into traceable clinical reasoning — deterministic, explainable, and built for interpretable diagnostic support under independent physician review.
Synthetic validation environment · physician adjudication required.
Engine status & rule coverage
Clinical Intelligence Modules
A multi-engine diagnostic infrastructure. Each module is an independent, deterministic Clinical Pattern Engine — released only after canonical rule validation. New engines join the ecosystem as their acceptance suites mature.
Deterministic functional-state recognition across primary, central, subclinical, and thyrotoxic patterns with pregnancy, fertility, and assay-interference context modules.
Deterministic recognition of formal dysglycemia states, metabolic syndrome criteria, and explainable metabolic patterns associated with insulin resistance — with safety routing and physician adjudication required.
Morphologic and kinetic classification of anemia patterns — pending roadmap governance. ID not yet assigned.
Deterministic CGA classification (Cause + GFR + Albuminuria) with AKI safety gates, chronicity confirmation, validated KFRE eligibility, and medication-safety routing. Race-free CKD-EPI 2021 equations. Never confirms CKD from a single abnormal lab.
Acute and chronic inflammatory pattern surveillance with cross-domain context for autoimmune, infectious, and metabolic drivers.
ASCVD-risk-aware lipid pattern interpretation with apoB, Lp(a), and remnant-cholesterol stratification context.
HPA-axis pattern recognition for primary and secondary adrenal insufficiency, with cortisol dynamics and ACTH context routing.
Anterior-pituitary multi-axis pattern surveillance integrating gonadotropic, somatotropic, lactotropic, and thyrotropic signals.
Cross-organ autoimmune pattern detection — thyroid, hepatic, rheumatologic, celiac — with shared-serology disambiguation.
Full hematologic pattern recognition across red, white, and platelet lineages with morphologic flag integration.
Hepatocellular, cholestatic, and infiltrative pattern interpretation with synthetic-function and fibrosis-context routing.
CKD staging and acute-kidney-injury pattern recognition with eGFR trajectory and proteinuria-context integration.
Healthspan-oriented multi-system pattern surveillance integrating metabolic, inflammatory, and endocrine longevity biomarkers.
Overt, subclinical, central, thyrotoxicosis, euthyroid autoimmune — each routed through deterministic rules PR-HT-01 through PR-HT-07, with etiology kept separate from biochemical state.
Every analysis discloses the rules that fired, the documented findings that triggered them, the evidence references, and the CPE version that produced the result.
Adrenal-axis review before LT4 in central pattern. Pregnancy, fertility, postpartum, drug, and biotin interference contexts each route through dedicated modules.