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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...
| Autores principales: | , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
MDPI
2023
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| Materias: | |
| 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 |