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genpark-personal-agent-cardiac-ventricular-myocardial-work-index-gwi-skill

mcp
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SUMMARY

Deterministic personal agent skill for calculating Left Ventricular Myocardial Work Index (GWI), Constructive Work (GCW), Wasted Work (GWW), and Work Efficiency (GWE%).

README.md

Cardiac Ventricular Myocardial Work Index (GWI) Skill

License
Python
OpenClaw
GenPark
MCP

Non-invasive Left Ventricular Myocardial Work Index (GWI) and Global Work Efficiency (GWE%) Analyzer based on echocardiographic pressure-strain loop physics.

flowchart TD
    A[Brachial BP Curve & Global Longitudinal Strain] --> B[Integrate Pressure-Strain Loop PSL Area]
    B --> C[Compute Global Work Index GWI]
    B --> D[Decompose into Constructive GCW & Wasted GWW]
    D --> E[Global Work Efficiency: GWE = GCW / GCW + GWW * 100%]
    E --> F[Myocardial Dyssynchrony & Inefficiency Guidance]

Features

  • Zero PIP Dependencies: Implemented strictly with Python Standard Library (math, json, sys, typing).
  • EACVI/ASE Standard Formulation: Non-invasive estimation of left ventricular pressure-strain loops.
  • Dyssynchrony & Afterload Resolution: Disentangles hypertension-induced afterload from intrinsic myocardial failure.
  • Dual Architecture: Native Python import and Model Context Protocol (MCP) JSON-RPC 2.0 stdio server.

Quickstart

python example_usage.py

License

Apache-2.0

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