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Deep learning-based pathology signature could reveal lymph node status and act as a novel prognostic marker across multiple cancer types.

Siteng ChenJinxi XiangXiyue WangJun ZhangSen YangWei YangJunhua ZhengXiao Han
Published in: British journal of cancer (2023)
We presented an automated pan-cancer model for predicting the LNM status from primary tumour histology, which could act as a novel prognostic marker across multiple cancer types.
Keyphrases
  • papillary thyroid
  • lymph node
  • squamous cell
  • deep learning
  • gene expression
  • neoadjuvant chemotherapy
  • young adults
  • machine learning
  • radiation therapy
  • childhood cancer
  • sentinel lymph node
  • convolutional neural network