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An empirical evaluation of deep learning for ICD-9 code assignment using MIMIC-III clinical notes

机译：使用MIMIC-III临床票据对ICD-9码作业深度学习的实证评价

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Jinmiao Huang; Cesar Osorio; Luke Wicent Sy;
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年度 2019
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1. An empirical evaluation of deep learning for ICD-9 code assignment using MIMIC-III clinical notes [J] . Jinmiao Huang, Cesar Osorio, Luke Wicent Sy Computer Methods and Programs in Biomedicine: An International Journal Devoted to the Development, Implementation and Exchange of Computing Methodology and Software Systems in Biomedical Research and Medical Practice . 2019,第期

机译：使用MIMIC-III临床票据对ICD-9码作业深度学习的实证评价
2. Automatic ICD-9 coding via deep transfer learning [J] . Min Zeng, Min Li, Zhihui Fei, Neurocomputing . 2019,第JANa9期

机译：通过深度迁移学习自动进行ICD-9编码
3. Automated ICD-9 Coding via A Deep Learning Approach [J] . Min Li, Zhihui Fei, Min Zeng, IEEE/ACM transactions on computational biology and bioinformatics . 2019,第4期

机译：通过深度学习方法自动进行ICD-9编码
4. UTA_DLNLP at SemEval-2016 Task 12: Deep Learning Based Natural Language Processing System for Clinical Information Identification from Clinical Notes and Pathology Reports [C] . Peng Li, Heng Huang International workshop on semantic evaluation;Conference of the North American Chapter of the Association for Computational Linguistics - Human Language Technologies . 2016

机译：UTA_DLNLP在SemEval-2016任务12：基于深度学习的自然语言处理系统，用于从临床笔记和病理报告中识别临床信息
5. Applying Deep Learning to Examine Tax Footnotes: A Study of Emotions and Tax Outcomes [D] . ?Lin, Tony Liang Ju 2020

机译：应用深度学习审查税收脚注：对情绪和税收结果的研究
6. An empirical evaluation of supervised learning approaches in assigning diagnosis codes to electronic medical records [O] . Ramakanth Kavuluru, Anthony Rios, Yuan Lu -1

机译：对电子病历分配诊断代码的监督学习方法的实证评估
7. Experimental Evaluation and Development of a Silver-Standard for the MIMIC-III Clinical Coding Dataset [O] . Thomas Searle, Zina Ibrahim, Richard Dobson 2020

机译：用于模拟-III临床编码数据集的银标准的实验评价与开发

An empirical evaluation of deep learning for ICD-9 code assignment using MIMIC-III clinical notes

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