Time-sensitive clinical concept embeddings learned from large electronic health records.

Yang Xiang,Jun Xu,Yuqi Si,Zhiheng Li,Laila Rasmy,Yujia Zhou,Firat Tiryaki,Fang Li,Yaoyun Zhang,Yonghui Wu,Xiaoqian Jiang,W. Jim Zheng,Degui Zhi,Cui Tao,Hua Xu

BMC Med. Inf. & Decision Making（2019）

引用 16|浏览109

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摘要

Considering time constraints are important in training clinical concept embeddings. We expect they can benefit a series of downstream applications.

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关键词

Clinical concept embedding,Concept similarity,Distributional representation,Electronic medical records,Predictive modeling,Time sensitive concept embedding

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