Yi Guan

Transfer bi-directional LSTM RNN for named entity recognition in Chinese electronic medical records

2017

In this paper, a transfer bi-directional recurrent neural networks (RNN) is proposed for named entity recognition (NER) in Chinese electronic medical records (EMRs) that aims to extract medical knowledge such as phrases recording diseases and …

A multiclass classification method based on deep learning for named entity recognition in electronic medical records

2016

Research of named entity recognition (NER) on electrical medical records (EMRs) focuses on verifying whether methods to NER in traditional texts are effective for that in EMRs, and there is no model proposed for enhancing …