Exploring the challenge of early gastric cancer diagnostic AI system face in multiple centers and its potential solutions.
Zehua DongXiao TaoHongliu DuJunxiao WangLi HuangChiyi HeZhifeng ZhaoXinli MaoYaowei AiBeiping ZhangMei LiuHong XuZhenyu JiangYunwei SunXiuling LiZhihong LiuJinzhong ChenYing SongGuowei LiuChaijie LuoYanxia LiXiaoquan ZengJun LiuYijie ZhuLianlian WuHonggang YuPublished in: Journal of gastroenterology (2023)
Great increase of false positives is a prominent challenge for applying EGC diagnostic AI in multiple centers due to high heterogeneity of negative cases. Optimizing AI by adding samples and using novel algorithms is promising to overcome this challenge.