Automatic ICD code assignment of Chinese clinical notes based on multilayer attention BiRNN

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Ying Yu, Min Li, Liangliang Liu, Zhihui Fei, Fang-Xiang Wu, Jianxin Wang

Published: 01 Jan 2019, Last Modified: 13 May 2025J. Biomed. Informatics 2019EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•A multilayer attention bidirectional recurrent neural network (MA-BiRNN) model.•Character-enhanced word embedding for text representation.•Implementation of the classification of disease codes on Chinese clinical notes.