Personal Agent Microvascular Endothelial FMD Elasticity Skill

Zero-dependency Flow-Mediated Dilation (FMD) brachial shear stress modeler, endothelial nitric oxide bioavailability indexer, and estimated Pulse Wave Velocity (ePWV) calculator.

Architecture

flowchart TD
    UltrasoundInput[Baseline Diameter mm & Peak Hyperemic Diameter mm] --> FMDEngine[Brachial FMD Modeler]
    FMDEngine --> FMDPct[FMD %: Peak - Base / Base * 100]
    FMDEngine --> NOBioavail[eNOS Shear-Stress Bioavailability Status]
    FMDPct & AgeInput[Chronological Age] --> VascularAgeCalc[Vascular Biological Age Differential]
    AgeMAPInput[Chronological Age & Mean Arterial Pressure] --> ePWVEngine[European Heart Journal ePWV Algorithm]
    ePWVEngine --> ArterialStiffness[Central Aortic Compliance & Stiffness Tier]

Quickstart

from client import PersonalAgentMicrovascularEndothelialFmdElasticity

agent = PersonalAgentMicrovascularEndothelialFmdElasticity()
res = agent.evaluate_brachial_fmd_and_vascular_age(baseline_diameter_mm=4.10, peak_hyperemic_diameter_mm=4.50, chronological_age=42)
print(f"FMD: {res['flow_mediated_dilation_fmd_pct']} | Vascular Age: {res['estimated_vascular_biological_age']} yrs")