Login / Signup

Tumour heterogeneity revealed by unsupervised decomposition of dynamic contrast-enhanced magnetic resonance imaging is associated with underlying gene expression patterns and poor survival in breast cancer patients.

Ming FanPingping XiaBin LiuLin ZhangYue WangXin GaoLihua Li
Published in: Breast cancer research : BCR (2019)
Dynamic pattern deconvolution revealed that tumour heterogeneity was associated with poor survival and cancer-related pathways in breast cancer.
Keyphrases
  • gene expression
  • single cell
  • magnetic resonance imaging
  • free survival
  • machine learning
  • dna methylation
  • computed tomography
  • magnetic resonance