Machine learning in cardiovascular flows modeling: Predicting arterial blood pressure from non-invasive 4D flow MRI data using physics-informed neural networks

Document Details

Document Type
Pub Defense Publication
Publication Date
Jan 01, 2020
Source ID
10.1016/j.cma.2019.112623

Entities

People

  • Eileen Hwuang
  • Georgios Kissas
  • John A. Detre
  • Paris Perdikaris
  • Walter R. Witschey
  • Yibo Yang

Organizations

  • Defense Advanced Research Projects Agency
  • Eunice Kennedy Shriver National Institute of Child Health and Human Development
  • National Institute of Biomedical Imaging and Bioengineering
  • National Science Foundation
  • United States Department of Energy

Tags

Technology Areas

  • AI & ML
  • AI & ML - Neural Networks