Classifying Free Texts Into Predefined Sections Using AI in Regulatory Documents: A Case Study with Drug Labeling Documents
Author:
Affiliation:
1. Division of Bioinformatics and Biostatistics, National Center for Toxicological Research, United States Food and Drug Administration, 3900 NCTR Road, Jefferson, Arkansas 72079 United States
Funder
U.S. Food and Drug Administration
U.S. Department of Energy
Publisher
American Chemical Society (ACS)
Subject
Toxicology,General Medicine
Link
https://pubs.acs.org/doi/pdf/10.1021/acs.chemrestox.3c00028
Reference26 articles.
1. U.S. Food & Drug Administration. Structured product labeling resources [Internet], 2022.https://www.fda.gov/industry/fda-data-standards-advisory-board/structured-product-labeling-resources (accessed Jan 30, 2023).
2. Text Classification Algorithms: A Survey
3. Deep Learning--based Text Classification
4. Survey on supervised machine learning techniques for automatic text classification
5. Deep learning for sentiment analysis: A survey
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