Prediction of microvascular invasion in hepatocellular carcinoma with expert-inspiration and skeleton sharing deep learning.

Han XiaoYuchen GuoQian ZhouQiaofeng ChenQiang DuShuling ChenShunjun FuJie LinDexuan LiXinming SongSui PengYuhua HuangJingxian ShenMing Kuang

Published in: Liver international : official journal of the International Association for the Study of the Liver (2022)

We established an expert-inspired model with better predictive performance and interpretability than the traditional constructed model. Skeleton sharing process is superior to data sharing and direct model implementation in model implementation.

Keyphrases

deep learning
primary care
healthcare
social media
health information
quality improvement
wastewater treatment