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pyNS: an open-source framework for 0D haemodynamic modelling.

Simone Manini1, Luca Antiga, Lorenzo Botti

  • 1Orobix Srl, Bergamo, Italy, simone.manini@gmail.com.

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Summary
This summary is machine-generated.

This study introduces python Network Solver, an open-source tool for simulating blood flow (haemodynamics) and vessel wall movement in complex vascular networks. It enables efficient, patient-specific modeling for applications like predicting vascular access maturation in hemodialysis patients.

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Area of Science:

  • Computational fluid dynamics
  • Biomedical engineering
  • Vascular modeling

Background:

  • Simulating haemodynamics and vascular wall dynamics in complex networks is crucial.
  • Existing computational methods, like 0D pulse wave propagation, offer efficiency but open-source tools are scarce.

Purpose of the Study:

  • To present a novel, open-source computational tool for simulating 0D haemodynamics and vascular dynamics.
  • To demonstrate the tool's application in patient-specific vascular network modeling.
  • To facilitate the prediction of vascular access maturation in hemodialysis patients.

Main Methods:

  • Development of a modular solver framework named python Network Solver.
  • Implementation within the arch Toolkit, released under a BSD license.
  • Application to patient-specific models of the systemic circulation and upper extremity vasculature.

Main Results:

  • The python Network Solver provides an efficient and accessible platform for 0D vascular network simulations.
  • Patient-specific models were successfully created for the systemic circulation and upper extremity.
  • The framework is suitable for predicting outcomes such as vascular access maturation.

Conclusions:

  • The python Network Solver addresses the need for open-source tools in simulating complex vascular dynamics.
  • This framework enhances the capability for patient-specific hemodynamic modeling.
  • It offers a valuable resource for research in vascular access and hemodialysis.