ICD-9 Tagging of Clinical Notes Using Topical Word Embedding-Reference-Cited by-同舟云学术

ICD-9 Tagging of Clinical Notes Using Topical Word Embedding

Published:2018 Issue: Volume: Page:
ISSN:
Container-title:Proceedings of the 2018 International Conference on Internet and e-Business - ICIEB '18
language:
Short-container-title:

Author:

Samonte Mary Jane C.¹,Gerardo Bobby D.¹,Fajardo Arnel C.¹,Medina Ruji P.¹

Affiliation:

1. Technological Institute of the Philippines, Quezon City, Philippines

Publisher

ACM Press

Reference34 articles.

1. L. Lenc, and P. Král, Deep neural networks for czech multi-label document classification, In Proceedings of the 17th International Conference on Intelligent Text Processing and Computational Linguistics, arXiv preprint arXiv: 1701.03849, 2016.

2. W. Cleverley, and J. Cleverley, Essentials of health care finance (8th Edition), Jones and Bartlett Learning, Burlington, Massachusetts, USA, 2017.

3. S. Monteith, T. Glenn, J. Geddes, and M. Bauer, Big data are coming to psychiatry: A general introduction, International Journal of Bipolar Disorders, 3, 1, 21, 2015.

4. R. Escorpizo, N. Kostanjsek, C. Kennedy, M. Nicol, G. Stucki, and T. Ustün, Harmonizing WHO's international classification of diseases (ICD) and international classification of functioning, disability and health (ICF): Importance and methods to link disease and functioning, BMC Public Health, 13, 1, 742, 2013.

5. S. Feder, N. Redeker, S. Jeon, D. Schulman-Green, J.A. Womack, J. Tate, R. Bedimo, M. Budoff, A. Butt, K. Crothers, and K. Akgün, Validation of the ICD-9 diagnostic code for palliative care in patients hospitalized with heart failure within the veterans health administration, American Journal of Hospice and Palliative Medicine, 1049909117747519, 2017.

Cited by 6 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. International Classification of Diseases Prediction from MIMIIC-III Clinical Text Using Pre-Trained ClinicalBERT and NLP Deep Learning Models Achieving State of the Art;Big Data and Cognitive Computing;2024-05-10

2. Towards Explainability in Automated Medical Code Prediction from Clinical Records;Lecture Notes in Networks and Systems;2024

3. Applying Deep Learning Model to Predict Diagnosis Code of Medical Records;Diagnostics;2023-07-06

4. Explainable Artificial Intelligence (XAI) in Insurance;Risks;2022-12-01

5. The Secondary Use of Electronic Health Records for Data Mining: Data Characteristics and Challenges;ACM Computing Surveys;2022-01-18