Analysis of simplicial complexes to determine when to sample for quantitative DCE MRI of the breast.

Julie C DiCarloAngela M JarrettAnum K SyedJohn VirostkoAnna SoraceKalina P SlavkovaStefanie WoodardSarah AveryDebra PattBoone GoodgameThomas E Yankeelov

Published in: Magnetic resonance in medicine (2022)

It is possible to accurately estimate pharmacokinetic parameters from three properly selected time points inserted into a clinical DCE-MRI breast exam. This technique can provide guidance on when to capture images for quantitative data between high-spatial-resolution DCE-MRI images.

Keyphrases

contrast enhanced
magnetic resonance imaging
magnetic resonance
computed tomography
diffusion weighted imaging
deep learning
convolutional neural network
optical coherence tomography
electronic health record
big data
machine learning
artificial intelligence