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The effect of incorporating domain knowledge with deep learning in identifying benign and malignant gastric whitish lesions: A retrospective study.

Xiaoquan ZengLang YangZehua DongDexin GongYanxia LiYunchao DengHongliu DuXun LiYouming XuChaijie LuoJunxiao WangXiao TaoChenxia ZhangYijie ZhuRuiqing JiangLiwen YaoLianlian WuPeng JinHong Gang Yu
Published in: Journal of gastroenterology and hepatology (2024)
We developed a novel system ENDOANGEL-WD combining domain knowledge and traditional DL to detect gastric whitish neoplasms. Adding domain knowledge improved the performance of traditional DL, which provided a novel solution for establishing diagnostic models for other rare diseases potentially.
Keyphrases
  • healthcare
  • deep learning
  • machine learning
  • convolutional neural network