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 YuPublished 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.