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

Author:

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

Funder

National Natural Science Foundation of China

111 Project

Hunan Provincial Science and Technology Program

Publisher

Elsevier BV

Subject

Health Informatics,Computer Science Applications

Reference42 articles.

1. Measuring diagnoses: Icd code accuracy;O’malley;Health Serv. Res.,2005

2. Combining classifiers in text categorization;Larkey,1996

3. Automatic code assignment to medical text;Crammer,2007

4. Automatic construction of rule-based icd-9-cm coding systems;Farkas;BMC Bioinform.,2008

5. Automatic icd-10 classification of cancers from free-text death certificates;Koopman;Int. J. Med. Inform.,2015

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