Radiomic Signatures Derived from Diffusion-Weighted Imaging for the Assessment of Breast Cancer Receptor Status and Molecular Subtypes.

Doris LeithnerBlanca Bernard-DavilaDanny F MartinezJoao V HorvatMaxine S JochelsonMaria Adele MarinoDaly AvendanoR Elena Ochoa-AlbizteguiElizabeth J SuttonElizabeth A MorrisSunitha B ThakurPinker Katja

Published in: Molecular imaging and biology (2021)

Radiomic signatures from DWI with ADC mapping allows evaluation of breast cancer receptor status and molecular subtyping with high diagnostic accuracy. Better classification accuracies were obtained when breast tumor segmentations could be performed on ADC maps.

Keyphrases

diffusion weighted imaging
magnetic resonance imaging
contrast enhanced
genome wide
machine learning
high resolution
diffusion weighted
deep learning
single molecule
magnetic resonance
gene expression
high density
dna methylation