Deep Learning Based Centerline-Aggregated Aortic Hemodynamics: An Efficient Alternative to Numerical Modelling of Hemodynamics
IEEE Journal of Biomedical and Health Informatics, 2021
A deep learning approach that aggregates aortic centerline features to efficiently predict hemodynamic parameters, replacing costly CFD simulations.
Citation: Yevtushenko, P., Goubergrits, L., Gundelwein, L., Setio, A. A. A., et al. (2021). "Deep Learning Based Centerline-Aggregated Aortic Hemodynamics: An Efficient Alternative to Numerical Modelling of Hemodynamics." IEEE Journal of Biomedical and Health Informatics.