Radiomics signature on dynamic contrast-enhanced MR images: a potential imaging biomarker for prediction of microvascular invasion in mass-forming intrahepatic cholangiocarcinoma.
Yang ZhouGuofeng ZhouJiulou ZhangChen XuXiaolin WangPeng-Ju XuPublished in: European radiology (2021)
• The radiomics signature based on dynamic contrast-enhanced magnetic resonance imaging can be a useful tool to preoperatively predict MVI of IMCC. • Larger tumor size is positively correlated with MVI of IMCC.
Keyphrases
- contrast enhanced
- magnetic resonance imaging
- lymph node metastasis
- computed tomography
- magnetic resonance
- high resolution
- diffusion weighted imaging
- deep learning
- cell migration
- convolutional neural network
- optical coherence tomography
- squamous cell carcinoma
- human health
- risk assessment
- mass spectrometry
- machine learning
- photodynamic therapy