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Prognostic Value of a Combined Nomogram Model Integrating 3-Dimensional Deep Learning and Radiomics for Head and Neck Cancer.

Shuyan LiJiayi XieJinghua LiuYanjun WuZhongxiao WangZhendong CaoDong WenXiaolei ZhangBingzhen WangYifan YangLijun LuXianling Dong
Published in: Journal of computer assisted tomography (2024)
In predicting 5-year OS status in patients with HNC, 3D deep features could provide richer features for combined model, which showed outperformance compared with the radiomics model and deep model.
Keyphrases
  • deep learning
  • lymph node metastasis
  • machine learning
  • computed tomography
  • artificial intelligence