Feature engineering and machine learning for causality assessment in pharmacovigilance: Lessons learned from application to the FDA Adverse Event Reporting System.

[BibT_eX]

[DOI]

Kory Kreimeyer

Oanh Dang

Comput. Biol. Medicine, 2021

An Evaluation of Pretrained BERT Models for Comparing Semantic Similarity Across Unstructured Clinical Trial Texts.

[BibT_eX]

[DOI]

Proceedings of the Informatics and Technology in Clinical Care and Public Health, 2021

2019

Adverse Event extraction from Structured Product Labels using the Event-based Text-mining of Health Electronic Records (ETHER) system.

[BibT_eX]

[DOI]

Health Informatics J., 2019

2017

Natural language processing systems for capturing and standardizing unstructured clinical information: A systematic review.

[BibT_eX]

[DOI]

J. Biomed. Informatics, 2017

Application of Natural Language Processing and Network Analysis Techniques to Post-market Reports for the Evaluation of Dose-related Anti-Thymocyte Globulin Safety Patterns.

[BibT_eX]

[DOI]

Appl. Clin. Inform., 2017

Monitoring biomedical literature for post-market safety purposes by analyzing networks of text-based coded information.

[BibT_eX]

[DOI]

Proceedings of the Summit on Clinical Research Informatics, 2017

2016

A new algorithmic approach for the extraction of temporal associations from clinical narratives with an application to medical product safety surveillance reports.

[BibT_eX]

[DOI]

J. Biomed. Informatics, 2016

Decision support environment for medical product safety surveillance.