Systematic evaluation of MRI-based characterization of tumor-associated vascular morphology and hemodynamics via a dynamic digital phantom.

Chengyue Wu David A Hormuth Ty O Easley Federico D PinedaGregory S KarczmarThomas E Yankeelov

Published in: Journal of medical imaging (Bellingham, Wash.) (2024)

validation framework was generated to systematically quantify the effects of image acquisition settings on the ability to accurately estimate tumor-associated characteristics.

Keyphrases

contrast enhanced
magnetic resonance imaging
deep learning
diffusion weighted imaging
image quality
dual energy
monte carlo
machine learning