Code Synonyms Do Matter: Multiple Synonyms Matching Network for
Automatic ICD Coding

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Code Synonyms Do Matter: Multiple Synonyms Matching Network for Automatic ICD Coding

3 March 2022

Chuanqi Tan

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Papers citing "Code Synonyms Do Matter: Multiple Synonyms Matching Network for Automatic ICD Coding"

8 / 8 papers shown

Title
R-Drop: Regularized Dropout for Neural Networks Xiaobo Liang Lijun Wu Juntao Li Yue Wang Qi Meng Tao Qin Wei Chen Hao Fei Tie-Yan Liu 78 435 0 28 Jun 2021
Towards BERT-based Automatic ICD Coding: Limitations and Opportunities Damian Pascual Sandro Luck Roger Wattenhofer MedIm 59 55 0 14 Apr 2021
Does the Magic of BERT Apply to Medical Code Assignment? A Quantitative Study Shaoxiong Ji M. Holtta Pekka Marttinen 74 74 0 11 Mar 2021
Biomedical Entity Representations with Synonym Marginalization Mujeen Sung Hwisang Jeon Jinhyuk Lee Jaewoo Kang 96 132 0 01 May 2020
Inferring Degrees from Incomplete Networks and Nonlinear Dynamics Thanh Tien Vu Dat Quoc Nguyen Anthony N. Nguyen 67 75 0 21 Apr 2020
ICD Coding from Clinical Text Using Multi-Filter Residual Convolutional Neural Network Fei Li Hong-ye Yu 56 168 0 25 Nov 2019
Explainable Prediction of Medical Codes from Clinical Text J. Mullenbach Sarah Wiegreffe J. Duke Jimeng Sun Jacob Eisenstein FAtt 88 574 0 15 Feb 2018
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 686 31,544 0 16 Jan 2013