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Validating GAN-BioBERT: A Methodology for Assessing Reporting Trends in Clinical Trials

BACKGROUND: The aim of this study was to validate a three-class sentiment classification model for clinical trial abstracts combining adversarial learning and the BioBERT language processing model as a tool to assess trends in biomedical literature in a clearly reproducible manner. We then assessed...

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Detalles Bibliográficos
Autores principales: Myszewski, Joshua J., Klossowski, Emily, Meyer, Patrick, Bevil, Kristin, Klesius, Lisa, Schroeder, Kristopher M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9170913/
https://www.ncbi.nlm.nih.gov/pubmed/35685304
http://dx.doi.org/10.3389/fdgth.2022.878369