Accurate and Reliable Classification of Unstructured Reports on Their Diagnostic Goal Using BERT Models

Understanding the diagnostic goal of medical reports is valuable information for understanding patient flows. This work focuses on extracting the reason for taking an MRI scan of Multiple Sclerosis (MS) patients using the attached free-form reports: Diagnosis, Progression or Monitoring. We investiga...

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Detalles Bibliográficos
Autores principales: Rietberg, Max Tigo, Nguyen, Van Bach, Geerdink, Jeroen, Vijlbrief, Onno, Seifert, Christin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10093295/
https://www.ncbi.nlm.nih.gov/pubmed/37046469
http://dx.doi.org/10.3390/diagnostics13071251

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10093295/
https://www.ncbi.nlm.nih.gov/pubmed/37046469
http://dx.doi.org/10.3390/diagnostics13071251

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