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Performance and Agreement When Annotating Chest X-ray Text Reports—A Preliminary Step in the Development of a Deep Learning-Based Prioritization and Detection System

A chest X-ray report is a communicative tool and can be used as data for developing artificial intelligence-based decision support systems. For both, consistent understanding and labeling is important. Our aim was to investigate how readers would comprehend and annotate 200 chest X-ray reports. Repo...

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Detalles Bibliográficos
Autores principales: Li, Dana, Pehrson, Lea Marie, Bonnevie, Rasmus, Fraccaro, Marco, Thrane, Jakob, Tøttrup, Lea, Lauridsen, Carsten Ammitzbøl, Butt Balaganeshan, Sedrah, Jankovic, Jelena, Andersen, Tobias Thostrup, Mayar, Alyas, Hansen, Kristoffer Lindskov, Carlsen, Jonathan Frederik, Darkner, Sune, Nielsen, Michael Bachmann
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10047142/
https://www.ncbi.nlm.nih.gov/pubmed/36980376
http://dx.doi.org/10.3390/diagnostics13061070