genpark-personal-agent-cardiac-left-atrial-strain-speckle-tracking-skill
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GenPark Personal Agent for 2D speckle-tracking echocardiographic left atrial reservoir, conduit, and booster strain with LA stiffness index calculation.
README.md
Cardiac Left Atrial Strain (LAS) & Speckle Tracking Skill
A production-grade, zero-mock personal agent skill engineered for echocardiographic speckle-tracking left atrial deformation analysis, phasic mechanics quantification, and diastolic filling pressure stratification.
Features
- Deterministic Phasic Strain Calculation: Directly derives reservoir, conduit, and contractile booster pump strains.
- Diastolic Stiffness Sentinel: Computes the ratio of non-invasive filling pressure ($E/e'$) to reservoir compliance ($LASI$).
- Pure Standard Library: Zero external dependencies; fully portable for edge and clinical AI deployment.
Clinical References
- Badano, L. P., et al. (2018). Standardization of left atrial, right ventricular, and right atrial deformation imaging using two-dimensional speckle tracking echocardiography. European Heart Journal - Cardiovascular Imaging, 19(6), 591-600.
- Thomas, L., et al. (2020). Left atrial strain: a new dimension in echocardiography. Journal of the American College of Cardiology, 76(24), 2842-2856.
License
Apache-2.0
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