Automatic detection of actionable radiology reports using bidirectional encoder representations from transformers

BACKGROUND: It is essential for radiologists to communicate actionable findings to the referring clinicians reliably. Natural language processing (NLP) has been shown to help identify free-text radiology reports including actionable findings. However, the application of recent deep learning techniqu...

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Detalles Bibliográficos
Autores principales: Nakamura, Yuta, Hanaoka, Shouhei, Nomura, Yukihiro, Nakao, Takahiro, Miki, Soichiro, Watadani, Takeyuki, Yoshikawa, Takeharu, Hayashi, Naoto, Abe, Osamu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8436473/
https://www.ncbi.nlm.nih.gov/pubmed/34511100
http://dx.doi.org/10.1186/s12911-021-01623-6

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8436473/
https://www.ncbi.nlm.nih.gov/pubmed/34511100
http://dx.doi.org/10.1186/s12911-021-01623-6

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