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Astrand-Clinical-Engine: Functional Assessment of Cardiovascular Fitness

Astrand-Clinical-Engine is a specialized algorithmic tool designed to estimate maximum oxygen uptake (VO2 max) using the Astrand-Ryhming protocol. It provides a robust, web-based implementation of submaximal exercise testing for clinical cardiovascular assessment.

🚀 Features

  • VO2 Max Estimation: Implements the Astrand-Ryhming submaximal cycle ergometer protocol.
  • Clinical Interface: User-friendly web dashboard for real-time heart rate and workload input.
  • Automated Calculations: Eliminates manual nomogram errors with precise mathematical modeling.
  • Environment Parity: Integrated into the Sovereign Cardiology Engine for unified clinical assessment.

🩺 Clinical Application

This tool provides a safe and practical alternative to laboratory-based maximum exercise testing. It is essential for:

  • Assessing patient functional capacity in a clinical setting.
  • Monitoring cardiorespiratory progress during therapy or rehabilitation.
  • Guiding exercise prescriptions based on predicted VO2 max.

🧪 Tech Stack

  • Backend: Python (Flask/FastAPI)
  • Frontend: Modern HTML/CSS/JS
  • Integration: Designed to interface with the Aortamacs clinical vault.

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Algorithmic engine for cardiorespiratory fitness: Automated VO2 max estimation and Astrand-Ryhming functional assessment.

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