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Incorporating variability of patient inflow conditions into statistical models for aneurysm rupture assessment.

Felicitas J DetmerFernando MutMartin SlawskiSven HirschPhilippe BijlengaJuan R Cebral
Published in: Acta neurochirurgica (2020)
The influence of inter- and intra-patient flow variations on computed hemodynamics can be taken into account in multivariate aneurysm rupture prediction models achieving a good predictive performance. Such models can be applied to CFD data independent of the specific inflow boundary conditions.
Keyphrases
  • coronary artery
  • case report
  • electronic health record
  • magnetic resonance imaging
  • machine learning
  • computed tomography
  • abdominal aortic aneurysm
  • diffusion weighted imaging