A weakly supervised NMF method to decipher molecular subtype-related dynamic patterns in breast DCE-MR images.

Published in: Physics in medicine and biology (2023)

Our method adds a valuable new perspective into DCEMRI decomposition-based heterogeneity analysis by taking advantage of intrinsic tumor characteristics to improve the diagnosis of breast cancer.

Keyphrases

contrast enhanced
machine learning
deep learning
single cell
magnetic resonance