A Hybrid Pooling Based Deep Learning Framework For Automated ICD Coding

Author:

Bhutto Sajida Raz1,Wu Yifan1,Yu Ying1,Jalbani Akhtar Hussain2,Li Min1

Affiliation:

1. Central South University,School of Computer Science and Engineering,Changsha,China

2. Quaid-e-Awam University Of Engineering, Science & Technology Nawabshah,Department of Information Technology,Sindh,Pakistan

Funder

National Natural Science Foundation of China

Publisher

IEEE

Reference29 articles.

1. N-gram support vector machines for scalable procedure and diagnosis classification, with applications to clinical free text data from the intensive care unit

2. Towards automated icd coding using deep learning;shi;arXiv preprint arXiv 1711 04598,2017

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

4. Multi-label classification of patient notes: case study on icd code assignment;baumel;Workshops at the Thirtieth AAAI Conference on Artificial Intelligence,2018

5. Explainable Prediction of Medical Codes from Clinical Text

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