Interpretable Disease Prediction based on Reinforcement Path Reasoning over Knowledge Graphs

no code implementations • 16 Oct 2020 • Zhoujian Sun, Wei Dong, Jinlong Shi, Zhengxing Huang

In the disease prediction task, our model achieves 0. 743 and 0. 639 in terms of macro area under the curve (AUC) in predicting 53 circulation system diseases in the two datasets, respectively.

Disease Prediction Knowledge Graphs +1

Progressive refinement: a method of coarse-to-fine image parsing using stacked network

no code implementations • 23 Apr 2018 • Jiagao Hu, Zhengxing Sun, Yunhan Sun, Jinlong Shi

To parse images into fine-grained semantic parts, the complex fine-grained elements will put it in trouble when using off-the-shelf semantic segmentation networks.

Face Parsing Human Parsing +2