Patient Disease Identification in Clinical Notes

Jinhe Shi,Yi Chen,Guodong Gao,P. Kenyon Crowley,William C. Kinsman,Chenyu Ha, Chelsea N. King, Eric Sullivan

2018 IEEE International Conference on Healthcare Informatics (ICHI)（2018）

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摘要

This poster presents an innovative model for patient disease identification from clinical notes. CLSTM-Attention leverages the rich context information and learn the features automatically to extract the disease information of patients. Preliminary evaluation verified the effectiveness of the approach.

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关键词

deep learning,disease identification,clinical notes

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